SlideShare uma empresa Scribd logo
1 de 4
Baixar para ler offline
ACEEE International Journal on Communication, Vol 1, No. 1, Jan 2010




Capacity Evaluation of a High Altitude Platform
Diversity System Equipped with Compact MIMO
                   Antennas
                                             A. Mohammed1 and T. Hult2
                1
                  Department of Signal Processing, Blekinge Institute of Technology, Ronneby, Sweden
                                           Email: abbas.mohammed@bth.se
                2
                  Department of Electro- and Information Technology, Lund University, Lund, Sweden
                                            Email: tommy.hult@eit.lth.se


Abstract— In this paper we address the potential gain                It has been widely recognized that the capacity in
of    using    compact    MIMO     antenna     array              wireless communication systems can be greatly increased
configurations in conjunction with High Altitude                  by exploiting environments with rich scattering such as
Platforms (HAPs) diversity techniques in order to                 urban areas or indoors [6-9]. Independent spatial or
increase the capacity in HAP communication systems.               polarization channels can be accessed by means of
For this purpose, we also propose a novel compact                 multiple antennas at both the transmitter and the receiver
MIMO antenna which we denote as the “MIMO-                        and the technique is thus referred to as Multiple-Input
Octahedron” and compare its performance with the                  Multiple-Output (MIMO) system. For a fixed total power
vector element antenna. Simulation results show that              and bandwidth, and with a matrix transfer function of
the MIMO-Octahedron antenna provides superior                     independent complex Gaussian random variables, the
performance to the vector element antenna and the                 MIMO wireless communication channel has an
single HAP case.                                                  information theoretic capacity that (initially) grows
                                                                  linearly with the number of antenna elements [6-9].
Index Terms—High Altitude Platforms (HAPs), compact                  Constellations of multiple HAPs have been shown to
MIMO antennas, diversity techniques, 4G systems                   enhance broadband fixed wireless access capacity by
                                                                  exploiting antenna user directionality, when using shared
                                                                  spectrum in co-located coverage areas, where a
                    I. INTRODUCTION                               predominant LOS propagation is present for mm-
   High Altitude Platforms (HAPs) are quasi-stationary            wavebands (e.g., 47/48 GHz). In addition, HAPs have
aerial platforms operating in the stratosphere. This              been also proposed for 3G and broadband applications
emerging technique is preserving many of the advantages           where multipath propagation might be significant. The
of both satellite and terrestrial systems [1-5] and               central idea in this paper is to create a virtual MIMO
presently started to attract more attention in Europe             system by exploiting the diversity provided by multiple
through the European Community CAPANINA Project                   HAPs (see figure 1) in order to increase the capacity in
and the recently formed COST 297 Action, in which the             HAP communication links. In addition, a number of
authors are the Swedish representatives in this Cost              different compact antenna array configurations, (e.g., the
Action. Recently, the first author has led an international       vector element antenna and our proposed novel MIMO-
editorial team for a HAP special issue at EURASIP                 Octahedron antenna) specifically designed for MIMO
Journal of Communications and Networking [1] to                   applications, in which the propagation environment is
promote this technology and the research activities of            further utilized to achieve diversity in space and
Cost 297 to a wider audience. Cost 297 is the largest             polarization. Thus, in this paper we also analyse the effect
gathering of research community with interest in HAPs             of using these different compact MIMO antenna
and related technologies [1].                                     configurations and power control on the information
   Using narrow bandwidth repeaters on HAP for high               theoretic capacity of the total transmission channel of the
speed data traffic have several advantages compared to            HAP system.
using satellites, especially when operating in a local               The organization of the remainder of the paper will be
geographical area. One of the main advantages is that the         as follows. In Section 2, we give a theoretical background
received signal from the HAP would be much stronger               of the polarization and pattern of antennas. The MIMO-
than a received signal of equal transmitted power from a          HAP diversity system and various used MIMO antennas
satellite. This allows for a much lower sufficient                are presented in Section 3. The basic of MIMO-OFDM
transmitter power which would decrease the size and               system and power control are presented in Section 4. In
weight of the repeater equipment carried by the HAP.              Section 5, the simulations results of the different MIMO
Also the HAP provides for a much easier deployment so             antenna array configurations and presented. Finally,
that a high-speed connection can be made on demand for            Section 6 concludes the paper.
a specific geographical area [1].
                                                              1
© 2010 ACEEE
DOI: 01.ijcom.01.01.01
ACEEE International Journal on Communication, Vol 1, No. 1, Jan 2010



                             II.   THE POLARIZATION CHANNEL                                                         that the OFDM format is useful for propagation scenarios
                                                                                                                    in 3G frequency band and is a promising candidate for
   The polarization and antenna pattern of the
                                                                                                                    many 4G communication systems. Figure 1 shows the
electromagnetic field can be expressed as a multipole
                                                                                                                    diversity setup for the case of three HAPs separated by
expansion [10] of the field emanating from a virtual
sphere enveloping the antenna that is being analyzed.                                                               the angles θ a,b and θ a,c .
This series expansion consist of weighted orthogonal base
functions on the surface of the virtual sphere and allow
for a solution to Maxwell’s equations that can be written
as:

 ⎧        ⎡j                                                          ⎤
 ⎪E =
 ⎪        ⎣
           ∑
          ⎢ k a E (l , m)(∇ × fl (kr )) Xlm + aM (l , m) gl (kr ) Xlm ⎥
                                                                      ⎦
      l,m
 ⎪                                                                                                        (1)
 ⎨
 ⎪
             ⎡                                                          ⎤
 ⎪H = 1
              ∑
                                          j
               aE (l , m) f l ( kr ) Xlm − aM (l , m)(∇ × gl (kr ))Xlm ⎥
 ⎪    η l,m ⎢⎣                            k                             ⎦
 ⎩
                                                                                                                     Figure 1: The MIMO-HAP diversity system with three HAPs and the
   These base functions Xlm are orthogonal functions of
                                                                                                                               channel paths from the transmitter to the receiver.
the spherical field when the far-field of the antenna is
projected onto the virtual sphere. The functions gl and fl
in equation (1) are Hankel functions representing an                                                                   Each transmit and receive antenna of the system
outgoing (transmitted) wave or an incoming (received)                                                               consists of a special compact MIMO antenna array. These
wave. The weights aE and aM are the corresponding                                                                   compact antenna arrays can be of different complexity
coefficients and will give the gain of each orthogonal                                                              and design. In Fig. 2a we show the structure of a vector
function (mode) for a particular electromagnetic far-field                                                          element antenna consisting of three orthogonal electric
pattern, as shown by equation (2):                                                                                  dipoles forming an electric tripole together with a
                                                                                                                    magnetic tripole formed by three orthogonal magnetic
⎧                                                        ⎡     d [r j l ( kr ) ]       ⎤                            dipoles (loop antennas) which will give a maximum of
⎪                                                        ⎢cρ         dr                ⎥
⎪                            μ 0 ck   2                  ⎢                             ⎥
⎪a   E   (l, m ) ≅                            ∫Y
                                                    *
                                                   lm    ⎢ + jk ( r ⋅ J ) j l ( kr )   ⎥ d
                                                                                                  3
                                                                                                      r             six independent antenna ports.
⎪                    j        l (l + 1)                  ⎢ − jk ∇ ⋅ ( r × M ) j ( kr ) ⎥
⎪                                                        ⎢                           l ⎥                               The second compact antenna we propose and
⎪                                                        ⎣                             ⎦                  (2)       investigate is a novel array configuration, which we
⎪
⎨
⎪                                                                                                                   denote as the “MIMO-Octahedron”. This antenna consists
⎪                                                        ⎡ ∇ ⋅ ( r × J ) j l ( kr ) ⎤
                                                         ⎢                          ⎥
                                                         ⎢ + ∇ ⋅ M d [r j l ( kr ) ]⎥ d
⎪                            μ 0 ck       2
                                                                                                                    of twelve electric dipoles positioned in double
         (l, m ) ≅                            ∫Y
                                                     *                                    3
⎪a                                                                                            r
⎪
     M
                         j     l (l + 1)
                                                    lm
                                                         ⎢                    dr    ⎥
⎪                                                        ⎢                          ⎥                               tetrahedron geometry, as can be seen in Fig. 2b. This
                                                         ⎢ + k ( r ⋅ M ) j l ( kr ) ⎥
                                                               2
⎪                                                        ⎣                          ⎦
⎩                                                                                                                   design is created by taking two MIMO-Tetrahedron
                                                                                                                    arrays and placing them with one tetrahedron vertex
   Using equation (2) we can calculate which modes are                                                              facing a vertex of the other tetrahedron, and then rotating
active on any arbitrary antenna enveloped by a virtual                                                              one of the tetrahedrons 60 degrees around the axis going
sphere only by knowing the current distribution J, the                                                              through both vertices and finally displace one of the
charge distribution ρ and the intrinsic magnetization M of                                                          tetrahedron so that they both have the same central point.
the antenna. These modes are theoretically orthogonal to                                                            Theoretically this will give twelve independent ports.
each other and therefore represent independent ports of                                                                The three electric and three magnetic tripoles on their
the antenna. The transmitting channel Htx is then assumed                                                           own do not provide enough independent antenna ports to
as the linear transformation of the input signal x into the                                                         be able to utilize the HAP diversity feature which would
mode domain atx according to α tx = H tx x and for the                                                              require at least four independent channels. Thus, the
receiving channel we have a similar transformation from                                                             comparison of the capacity is done for the vector element
the mode domain arx into the output signal y of the                                                                 antenna and the MIMO-Octahedron antenna only.
system following y = H rx α rx , where atx and arx are
vectors containing the mode gains for a specific antenna
type.


 III. THE MIMO-HAP DIVERSITY SYSTEM MODEL
   In this paper we are propose an application for high
data rate transmissions using a system employing
multiple HAPs. This system consists of virtually created
MIMO channels using HAP diversity in combination                                                                                (a)                                (b)
with the polarization and pattern diversity of a special
type of MIMO antenna arrangements [11-13] and also                                                                   Figure 2: The structure of the two compact MIMO antennas: (a) The
                                                                                                                      Vector element antenna, and (b) the MIMO-Octahedron antenna.
through using the OFDM modulation technique. Note
                                                                                                                2
© 2010 ACEEE
DOI: 01.ijcom.01.01.01
ACEEE International Journal on Communication, Vol 1, No. 1, Jan 2010



  The wave propagation channel Hch from the transmitter                                                            N DFT −1 r

mode vector atx to the receiver mode vector arx can be                                                        P=   ∑ ∑σ
                                                                                                                    k = 0 m =1
                                                                                                                                 2
                                                                                                                                 xm
                                                                                                                                      (k )             (10)
seen as a simple transformation that contain the distance
dependent decaying values of the signal being transmitted                                To maximize the total sum of capacities in all the sub-
                                                              2                      channels we use the so called “water-filling” technique in
                               ⎛      f                   ⎞
                H mn (r, f ) = ⎜
                               ⎜ 4πc r − r
                                                          ⎟
                                                          ⎟               (3)
                                                                                     which we allocate more power to the sub-channels with
                                                                                     high eigenvalues. The optimal “water-filling” solution [9]
                               ⎝      m   n               ⎠                          is then given by:
where rm − rn is the distance along the path between                                      ⎧ 2                s2               s2
                                                                                          ⎪ s xm (k ) = γ − 2 n , if γ − 2 n > 0
transmitter m and receiver n. There are no atmospheric                                    ⎪                sm (k )          sm (k )
interferences and the noise in the system is modelled as                                  ⎨                          sn2
                                                                                                                                    (11)
uncorrelated Gaussian noise. The total MIMO channel                                       ⎪s xm (k ) = 0, if γ − 2
                                                                                              2
                                                                                                                           ≤0
can then be assembled as:                                                                 ⎪
                                                                                          ⎩                        sm (k )
                      H = H rx ⋅ H ch ⋅ H tx                              (4)        where γ is a pre-defined threshold level of the signal-to-
                                                                                     noise ratio in the system.
where Hrx and Htx are the transmitter and receiver
antenna channels respectively.
                                                                                                         V.   SIMULATION RESULTS

               IV.   THE MIMO-OFDM SYSTEM MODEL                                          In this section we compare the achieved capacity
                                                                                     using different types of compact MIMO antenna
  Assuming that we have a MIMO antenna system with                                   configurations. The type of antennas used here are the
N transmitting antennas and M receiving antennas, we                                 vector element antenna and our proposed novel MIMO-
can then write the separate signals in the frequency                                 Octahedron antenna. In these simulations we use a
domain between any pair of transmitting and receiving                                diversity system consisting of three or six HAPs,
antennas as:                                                                         depending on whether we use the Vector element antenna
              r (k ) = H (k )s(k ) + v(k )        (5)                                or the MIMO-Octahedron antenna. These results were
where r(k) and s(k) denotes the received and transmitted                             obtained for a system of HAPs operating at an altitude of
                                                                                     20 km and with a separation angle of 30 degrees, as
signals and H(k) is the frequency response of the channel
                                                                                     shown in Fig. 1.
between N transmitters and M receivers. The noise in the
                                                                                         The capacity achieved by the compact MIMO
system v(k) is assumed to be uncorrelated Gaussian noise.
                                                                                     antennas can be seen from Fig. 3 where the capacity is
    By using singular value decomposition (SVD)                                      plotted against the average signal-to-noise ratio of the
technique we can now write the channel matrix H(k) as:                               system. It is evident from this figure that the MIMO-HAP
                 H ( k ) = U ( k )Σ ( k ) V H ( k )                       (6)        diversity system provides superior performance as
                                                                                     compared to the single HAP or SISO (single-input single-
where ∑(k) is an N×N matrix containing the singular                                  output) case, and the MIMO-Octahedron antenna
values that are larger than zero σ1(k) ≥ σ2(k) ≥ … ≥                                 provides a better capacity than the vector element antenna
σr(k) > 0, where U(k) and V(k) are matrices with the                                 due to the higher number of acquired independent
corresponding vectors as columns. To obtain a                                        channels. It is worth to mention that the electric and
diagonalized system we define:                                                       magnetic tripoles on their own did not provide enough
                                                                                     channels to make the HAP diversity work.
                      y ( k ) = Σ ( k ) x( k ) + n ( k )                  (7)
with
                             y (k ) = U H (k )r (k )
                             s( k ) = V ( k ) x( k )                      (8)
                             n( k ) = U H (k ) v ( k )
   Since the channels in equation (6) are uncorrelated
and the correlation matrix of the noise n(k) is                   σ n ⋅ I then
                                                                    2

we can write the theoretical information capacity [6-8] as:
                     N DFT −1 r
                                         ⎛             σ 2 (k ) ⎞
              C=      ∑ ∑ log
                      k =0   m =1
                                     2   ⎜1 + σ xm (k ) m 2 ⎟
                                         ⎜
                                         ⎝
                                                2
                                                        σn ⎟    ⎠
                                                                          (9)

where   σ (k ) is the variance of the separate uncorrelated
          2
          xm

input signals in x(k). The capacity in equation (9) is
constrained by the total radiated power from the                                     Figure 3: The capacity versus the average SNR for a separation angle of
transmitting antennas, defined as:                                                                         30 degrees between HAPs.

                                                                                 3
© 2010 ACEEE
DOI: 01.ijcom.01.01.01
ACEEE International Journal on Communication, Vol 1, No. 1, Jan 2010



                       VI.   CONCLUSIONS                                      [4] G. Aranti, A. Iera and A. Molinaro, “The role of HAPs in
                                                                                   supporting multimedia broadcast and multicast services in
    In this paper we have studied the potential gain of                            terrestrial-satellite integrated systems”, special issue on "High
using compact MIMO antennas and HAP diversity                                      altitude platform (HAP) systems: technologies and applications",
                                                                                   Wireless Personal Communications, 32, Springer, 2005.
techniques in order to increase the capacity in HAP
communication systems. Our results have shown that the                        [5] G. Chen, D. Grace and T. Tozer, “Performance of multiple high
                                                                                   altitude platforms using directive HAP and user antennas”, special
combined MIMO-HAP diversity system provide                                         issue on "High altitude platform (HAP) systems: technologies and
significant capacity enhancement compared to the single                            applications", Wireless Personal Communications, 32, Springer,
HAP (SISO) system. Simulation results also show the                                2005.
performance of our proposed novel compact MIMO-                               [6] G. J. Foschini and M. J. Gans, “On limits of wireless
Octahedron antenna array is superior to the Vector                                 communications in a fading environment when using multiple
                                                                                   antennas”, Wireless Personal Communications, vol. 6, pp. 311-
element antenna due to the higher number of acquired                               335, 1998.
independent channels. Using the vector element antenna
                                                                              [7] I. E. Telatar, “Capacity of multi-antenna Gaussian channels”,
will give six independent channels and has also the                                European Transactions on Telecommunication, vol. 10, no. 6, pp.
disadvantage that we have to feed both electric and                                585-595, Nov 1999.
magnetic dipoles which makes for a more complicated                           [8] M. Martone, “Multiantenna Digital Radio Transmission”, Artech
interface to the antenna.                                                          House Inc., 2002.
                                                                              [9] M. A. Khalighi, J. Brossier, G. Jourdain and M. Raoof, “Water
                                                                                   filling capacity of Rayleigh MIMO channels”, 12th IEEE
                          REFERENCES                                               International Symposium on Personal, Indoor and Mobile Radio
                                                                                   Communications, vol. 1, pp. 155-158, 1998.
[1] A. Mohammed, S. Arnon, D. Grace, M. Mondin, and R. Miura,                 [10] G. Kristensson, “Spridningsteori med antenn-tillämpningar”
    "Advanced communications techniques and applications for high-                 Studentlitteratur, 1999.
    altitude platforms," Editorial for a Special Issue, EURASIP
    Journal on Wireless Commun. and Networking, vol. 2008, 2008.
                                                                              [11] S. Nordebo and A. Mohammed, “A semidefinite programming
                                                                                   approach to spatial decorrelation of independently polarized
    http://www.hindawi.com/journals/wcn/volume-2008/si.7.html                      signals”,    Wiley's   International Journal  of    Wireless
[2] A. Widiawan, R. Tafazolli, B. Evans, V. F. Milas, V and P.                     Communications and Mobile Computing (WCMC), vol. 7, Issue 1,
    Constantinou, “Coexistence of high altitude platform station,                  pp. 91-101, January 2007.
    satellite, and terrestrial systems for fixed and mobile services”,        [12] M. R. Andrews, P. P. Mitra and R. deCarvalho, “Tripling the
    International Workshop on High Altitude Platform Systems -                     capacity of wireless communications using electromagnetic
    WHAPS 05, Athens, September 5, 2005.                                           polarization”, Nature, vol. 409, pp. 316-318, Jan 2001.
[3] V. F. Milas and P. Constantinou, “Interference environment                [13] J. B. Andersen and B. N. Getu, “The MIMO Cube - A compact
    between high altitude platform networks (HAPN), geostationary                  MIMO antenna”, IEEE 5th International Symposium on Wireless
    (GEO) satellite and wireless terrestrial systems”, special issue on            Personal Multimedia Communications, vol. 1, pp. 112-114, 2002.
    "High altitude platform (HAP) systems: technologies and
    applications", Wireless Personal Communications, 32, Springer,
    2005.




                                                                          4
© 2010 ACEEE
DOI: 01.ijcom.01.01.01

Mais conteúdo relacionado

Mais procurados

Massive mimo
Massive mimoMassive mimo
Massive mimodbayuaji
 
18 15993 31427-1-sm(edit)nn
18 15993 31427-1-sm(edit)nn18 15993 31427-1-sm(edit)nn
18 15993 31427-1-sm(edit)nnIAESIJEECS
 
Bit Error Rate Performance of MIMO Spatial Multiplexing with MPSK Modulation ...
Bit Error Rate Performance of MIMO Spatial Multiplexing with MPSK Modulation ...Bit Error Rate Performance of MIMO Spatial Multiplexing with MPSK Modulation ...
Bit Error Rate Performance of MIMO Spatial Multiplexing with MPSK Modulation ...ijsrd.com
 
Channel Models for Massive MIMO
Channel Models for Massive MIMOChannel Models for Massive MIMO
Channel Models for Massive MIMOCPqD
 
Design and analysis of mimo system for uwb communication
Design and analysis of mimo system for uwb communicationDesign and analysis of mimo system for uwb communication
Design and analysis of mimo system for uwb communicationijwmn
 
Questions about Understanding benefits of mimo technology (article)
Questions about Understanding benefits of mimo technology (article)Questions about Understanding benefits of mimo technology (article)
Questions about Understanding benefits of mimo technology (article)Yaseen
 
MIMO system (potential candidate for 4G system)
MIMO system (potential candidate for 4G system)MIMO system (potential candidate for 4G system)
MIMO system (potential candidate for 4G system)Virak Sou
 
An Efficient Performance of Mimo - Ofdm Based Cognitieve Radio System for Arr...
An Efficient Performance of Mimo - Ofdm Based Cognitieve Radio System for Arr...An Efficient Performance of Mimo - Ofdm Based Cognitieve Radio System for Arr...
An Efficient Performance of Mimo - Ofdm Based Cognitieve Radio System for Arr...IOSR Journals
 
MIMO-OFDM for 4G network
MIMO-OFDM for 4G networkMIMO-OFDM for 4G network
MIMO-OFDM for 4G networknimay1
 
Pilot Decontamination over Time Frequency and Space Domains in Multi-Cell Ma...
Pilot Decontamination over Time Frequency and  Space Domains in Multi-Cell Ma...Pilot Decontamination over Time Frequency and  Space Domains in Multi-Cell Ma...
Pilot Decontamination over Time Frequency and Space Domains in Multi-Cell Ma...IJECEIAES
 
Mimo tutorial by-fuyun_ling
Mimo tutorial by-fuyun_lingMimo tutorial by-fuyun_ling
Mimo tutorial by-fuyun_lingFuyun Ling
 
Tlen 5510 Term Project
Tlen 5510 Term ProjectTlen 5510 Term Project
Tlen 5510 Term ProjectMithul Thanu
 
MIMO-OFDM SYSTEM IN RAYLEIGH FADDING CHANNEL
MIMO-OFDM SYSTEM IN RAYLEIGH FADDING CHANNELMIMO-OFDM SYSTEM IN RAYLEIGH FADDING CHANNEL
MIMO-OFDM SYSTEM IN RAYLEIGH FADDING CHANNELIJEEE
 
BER Performance of MU-MIMO System using Dirty Paper Coding
BER Performance of MU-MIMO System using Dirty Paper CodingBER Performance of MU-MIMO System using Dirty Paper Coding
BER Performance of MU-MIMO System using Dirty Paper CodingIJEEE
 

Mais procurados (19)

Massive mimo
Massive mimoMassive mimo
Massive mimo
 
18 15993 31427-1-sm(edit)nn
18 15993 31427-1-sm(edit)nn18 15993 31427-1-sm(edit)nn
18 15993 31427-1-sm(edit)nn
 
Bit Error Rate Performance of MIMO Spatial Multiplexing with MPSK Modulation ...
Bit Error Rate Performance of MIMO Spatial Multiplexing with MPSK Modulation ...Bit Error Rate Performance of MIMO Spatial Multiplexing with MPSK Modulation ...
Bit Error Rate Performance of MIMO Spatial Multiplexing with MPSK Modulation ...
 
Channel Models for Massive MIMO
Channel Models for Massive MIMOChannel Models for Massive MIMO
Channel Models for Massive MIMO
 
Design and analysis of mimo system for uwb communication
Design and analysis of mimo system for uwb communicationDesign and analysis of mimo system for uwb communication
Design and analysis of mimo system for uwb communication
 
MIMO Calculation
MIMO Calculation MIMO Calculation
MIMO Calculation
 
Beamforming
BeamformingBeamforming
Beamforming
 
3D Beamforming
3D Beamforming3D Beamforming
3D Beamforming
 
MIMO
MIMOMIMO
MIMO
 
Questions about Understanding benefits of mimo technology (article)
Questions about Understanding benefits of mimo technology (article)Questions about Understanding benefits of mimo technology (article)
Questions about Understanding benefits of mimo technology (article)
 
MIMO system (potential candidate for 4G system)
MIMO system (potential candidate for 4G system)MIMO system (potential candidate for 4G system)
MIMO system (potential candidate for 4G system)
 
An Efficient Performance of Mimo - Ofdm Based Cognitieve Radio System for Arr...
An Efficient Performance of Mimo - Ofdm Based Cognitieve Radio System for Arr...An Efficient Performance of Mimo - Ofdm Based Cognitieve Radio System for Arr...
An Efficient Performance of Mimo - Ofdm Based Cognitieve Radio System for Arr...
 
MIMO-OFDM for 4G network
MIMO-OFDM for 4G networkMIMO-OFDM for 4G network
MIMO-OFDM for 4G network
 
Pilot Decontamination over Time Frequency and Space Domains in Multi-Cell Ma...
Pilot Decontamination over Time Frequency and  Space Domains in Multi-Cell Ma...Pilot Decontamination over Time Frequency and  Space Domains in Multi-Cell Ma...
Pilot Decontamination over Time Frequency and Space Domains in Multi-Cell Ma...
 
Mimo tutorial by-fuyun_ling
Mimo tutorial by-fuyun_lingMimo tutorial by-fuyun_ling
Mimo tutorial by-fuyun_ling
 
Tlen 5510 Term Project
Tlen 5510 Term ProjectTlen 5510 Term Project
Tlen 5510 Term Project
 
MIMO-OFDM SYSTEM IN RAYLEIGH FADDING CHANNEL
MIMO-OFDM SYSTEM IN RAYLEIGH FADDING CHANNELMIMO-OFDM SYSTEM IN RAYLEIGH FADDING CHANNEL
MIMO-OFDM SYSTEM IN RAYLEIGH FADDING CHANNEL
 
BER Performance of MU-MIMO System using Dirty Paper Coding
BER Performance of MU-MIMO System using Dirty Paper CodingBER Performance of MU-MIMO System using Dirty Paper Coding
BER Performance of MU-MIMO System using Dirty Paper Coding
 
Beamforming for Antenna Array
Beamforming for Antenna ArrayBeamforming for Antenna Array
Beamforming for Antenna Array
 

Semelhante a Capacity Evaluation of a High Altitude Platform Diversity System Equipped with Compact MIMO Antennas

A broadband MIMO antenna's channel capacity for WLAN and WiMAX applications
A broadband MIMO antenna's channel capacity for WLAN and WiMAX applicationsA broadband MIMO antenna's channel capacity for WLAN and WiMAX applications
A broadband MIMO antenna's channel capacity for WLAN and WiMAX applicationsIJICTJOURNAL
 
Report :- MIMO features In WiMAX and LTE: An Overview
Report :- MIMO features In WiMAX and LTE: An OverviewReport :- MIMO features In WiMAX and LTE: An Overview
Report :- MIMO features In WiMAX and LTE: An OverviewPrav_Kalyan
 
1 ijaems nov-2015-1-a comparative performance analysis of 4x4 mimo-ofdm syste...
1 ijaems nov-2015-1-a comparative performance analysis of 4x4 mimo-ofdm syste...1 ijaems nov-2015-1-a comparative performance analysis of 4x4 mimo-ofdm syste...
1 ijaems nov-2015-1-a comparative performance analysis of 4x4 mimo-ofdm syste...INFOGAIN PUBLICATION
 
Effect on Channel Capacity of Multi-User MIMO System in Crowded Area
Effect on Channel Capacity of Multi-User MIMO System in Crowded AreaEffect on Channel Capacity of Multi-User MIMO System in Crowded Area
Effect on Channel Capacity of Multi-User MIMO System in Crowded AreaIJEEE
 
Design of switched beam planer arrays using the method of genetic alograthim
Design of switched beam planer arrays using the method of genetic alograthim Design of switched beam planer arrays using the method of genetic alograthim
Design of switched beam planer arrays using the method of genetic alograthim marwaeng
 
Channel Overlapping Between IMT-Advanced Users and Fixed Satellite Service
Channel Overlapping Between IMT-Advanced Users and Fixed Satellite ServiceChannel Overlapping Between IMT-Advanced Users and Fixed Satellite Service
Channel Overlapping Between IMT-Advanced Users and Fixed Satellite ServiceEECJOURNAL
 
Role antennas play in a MIMO link - paper
Role antennas play in a MIMO link - paperRole antennas play in a MIMO link - paper
Role antennas play in a MIMO link - paperAndre Fourie
 
MIMO System Performance Evaluation for High Data Rate Wireless Networks usin...
MIMO System Performance Evaluation for High Data Rate  Wireless Networks usin...MIMO System Performance Evaluation for High Data Rate  Wireless Networks usin...
MIMO System Performance Evaluation for High Data Rate Wireless Networks usin...IJMER
 
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...AIRCC Publishing Corporation
 
DESIGN AND OPTIMIZATION A CIRCULAR SHAPE NETWORK ANTENNA MICRO STRIP FOR SOME...
DESIGN AND OPTIMIZATION A CIRCULAR SHAPE NETWORK ANTENNA MICRO STRIP FOR SOME...DESIGN AND OPTIMIZATION A CIRCULAR SHAPE NETWORK ANTENNA MICRO STRIP FOR SOME...
DESIGN AND OPTIMIZATION A CIRCULAR SHAPE NETWORK ANTENNA MICRO STRIP FOR SOME...ijcseit
 
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...AIRCC Publishing Corporation
 
LTE Transmission Modes and BeamForming
LTE Transmission Modes and BeamFormingLTE Transmission Modes and BeamForming
LTE Transmission Modes and BeamFormingPraveen Kumar
 
MIMO channels: optimizing throughput and reducing outage by increasing multip...
MIMO channels: optimizing throughput and reducing outage by increasing multip...MIMO channels: optimizing throughput and reducing outage by increasing multip...
MIMO channels: optimizing throughput and reducing outage by increasing multip...TELKOMNIKA JOURNAL
 
Impact of Using Modified Open Area Okumura-Hata Propagation Model in Determin...
Impact of Using Modified Open Area Okumura-Hata Propagation Model in Determin...Impact of Using Modified Open Area Okumura-Hata Propagation Model in Determin...
Impact of Using Modified Open Area Okumura-Hata Propagation Model in Determin...IJMERJOURNAL
 
Visible Light Communication
Visible Light CommunicationVisible Light Communication
Visible Light CommunicationIJERD Editor
 
Prediction of wireless communication systems in the context of modeling 2-3-4
Prediction of wireless communication systems in the context of modeling 2-3-4Prediction of wireless communication systems in the context of modeling 2-3-4
Prediction of wireless communication systems in the context of modeling 2-3-4IAEME Publication
 
Analyses and performance of techniques papr reduction for stbc mimo ofdm syst...
Analyses and performance of techniques papr reduction for stbc mimo ofdm syst...Analyses and performance of techniques papr reduction for stbc mimo ofdm syst...
Analyses and performance of techniques papr reduction for stbc mimo ofdm syst...ijwmn
 
Mimo white paperrevb-final
Mimo white paperrevb-finalMimo white paperrevb-final
Mimo white paperrevb-finalPrashant Sengar
 

Semelhante a Capacity Evaluation of a High Altitude Platform Diversity System Equipped with Compact MIMO Antennas (20)

A broadband MIMO antenna's channel capacity for WLAN and WiMAX applications
A broadband MIMO antenna's channel capacity for WLAN and WiMAX applicationsA broadband MIMO antenna's channel capacity for WLAN and WiMAX applications
A broadband MIMO antenna's channel capacity for WLAN and WiMAX applications
 
Report :- MIMO features In WiMAX and LTE: An Overview
Report :- MIMO features In WiMAX and LTE: An OverviewReport :- MIMO features In WiMAX and LTE: An Overview
Report :- MIMO features In WiMAX and LTE: An Overview
 
1 ijaems nov-2015-1-a comparative performance analysis of 4x4 mimo-ofdm syste...
1 ijaems nov-2015-1-a comparative performance analysis of 4x4 mimo-ofdm syste...1 ijaems nov-2015-1-a comparative performance analysis of 4x4 mimo-ofdm syste...
1 ijaems nov-2015-1-a comparative performance analysis of 4x4 mimo-ofdm syste...
 
Effect on Channel Capacity of Multi-User MIMO System in Crowded Area
Effect on Channel Capacity of Multi-User MIMO System in Crowded AreaEffect on Channel Capacity of Multi-User MIMO System in Crowded Area
Effect on Channel Capacity of Multi-User MIMO System in Crowded Area
 
Presentation
PresentationPresentation
Presentation
 
Design of switched beam planer arrays using the method of genetic alograthim
Design of switched beam planer arrays using the method of genetic alograthim Design of switched beam planer arrays using the method of genetic alograthim
Design of switched beam planer arrays using the method of genetic alograthim
 
Channel Overlapping Between IMT-Advanced Users and Fixed Satellite Service
Channel Overlapping Between IMT-Advanced Users and Fixed Satellite ServiceChannel Overlapping Between IMT-Advanced Users and Fixed Satellite Service
Channel Overlapping Between IMT-Advanced Users and Fixed Satellite Service
 
Role antennas play in a MIMO link - paper
Role antennas play in a MIMO link - paperRole antennas play in a MIMO link - paper
Role antennas play in a MIMO link - paper
 
MIMO System Performance Evaluation for High Data Rate Wireless Networks usin...
MIMO System Performance Evaluation for High Data Rate  Wireless Networks usin...MIMO System Performance Evaluation for High Data Rate  Wireless Networks usin...
MIMO System Performance Evaluation for High Data Rate Wireless Networks usin...
 
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
 
DESIGN AND OPTIMIZATION A CIRCULAR SHAPE NETWORK ANTENNA MICRO STRIP FOR SOME...
DESIGN AND OPTIMIZATION A CIRCULAR SHAPE NETWORK ANTENNA MICRO STRIP FOR SOME...DESIGN AND OPTIMIZATION A CIRCULAR SHAPE NETWORK ANTENNA MICRO STRIP FOR SOME...
DESIGN AND OPTIMIZATION A CIRCULAR SHAPE NETWORK ANTENNA MICRO STRIP FOR SOME...
 
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
Design and Optimization a Circular Shape Network Antenna Micro Strip for Some...
 
LTE Transmission Modes and BeamForming
LTE Transmission Modes and BeamFormingLTE Transmission Modes and BeamForming
LTE Transmission Modes and BeamForming
 
MIMO channels: optimizing throughput and reducing outage by increasing multip...
MIMO channels: optimizing throughput and reducing outage by increasing multip...MIMO channels: optimizing throughput and reducing outage by increasing multip...
MIMO channels: optimizing throughput and reducing outage by increasing multip...
 
Impact of Using Modified Open Area Okumura-Hata Propagation Model in Determin...
Impact of Using Modified Open Area Okumura-Hata Propagation Model in Determin...Impact of Using Modified Open Area Okumura-Hata Propagation Model in Determin...
Impact of Using Modified Open Area Okumura-Hata Propagation Model in Determin...
 
Visible Light Communication
Visible Light CommunicationVisible Light Communication
Visible Light Communication
 
9517cnc05
9517cnc059517cnc05
9517cnc05
 
Prediction of wireless communication systems in the context of modeling 2-3-4
Prediction of wireless communication systems in the context of modeling 2-3-4Prediction of wireless communication systems in the context of modeling 2-3-4
Prediction of wireless communication systems in the context of modeling 2-3-4
 
Analyses and performance of techniques papr reduction for stbc mimo ofdm syst...
Analyses and performance of techniques papr reduction for stbc mimo ofdm syst...Analyses and performance of techniques papr reduction for stbc mimo ofdm syst...
Analyses and performance of techniques papr reduction for stbc mimo ofdm syst...
 
Mimo white paperrevb-final
Mimo white paperrevb-finalMimo white paperrevb-final
Mimo white paperrevb-final
 

Mais de IDES Editor

Power System State Estimation - A Review
Power System State Estimation - A ReviewPower System State Estimation - A Review
Power System State Estimation - A ReviewIDES Editor
 
Artificial Intelligence Technique based Reactive Power Planning Incorporating...
Artificial Intelligence Technique based Reactive Power Planning Incorporating...Artificial Intelligence Technique based Reactive Power Planning Incorporating...
Artificial Intelligence Technique based Reactive Power Planning Incorporating...IDES Editor
 
Design and Performance Analysis of Genetic based PID-PSS with SVC in a Multi-...
Design and Performance Analysis of Genetic based PID-PSS with SVC in a Multi-...Design and Performance Analysis of Genetic based PID-PSS with SVC in a Multi-...
Design and Performance Analysis of Genetic based PID-PSS with SVC in a Multi-...IDES Editor
 
Optimal Placement of DG for Loss Reduction and Voltage Sag Mitigation in Radi...
Optimal Placement of DG for Loss Reduction and Voltage Sag Mitigation in Radi...Optimal Placement of DG for Loss Reduction and Voltage Sag Mitigation in Radi...
Optimal Placement of DG for Loss Reduction and Voltage Sag Mitigation in Radi...IDES Editor
 
Line Losses in the 14-Bus Power System Network using UPFC
Line Losses in the 14-Bus Power System Network using UPFCLine Losses in the 14-Bus Power System Network using UPFC
Line Losses in the 14-Bus Power System Network using UPFCIDES Editor
 
Study of Structural Behaviour of Gravity Dam with Various Features of Gallery...
Study of Structural Behaviour of Gravity Dam with Various Features of Gallery...Study of Structural Behaviour of Gravity Dam with Various Features of Gallery...
Study of Structural Behaviour of Gravity Dam with Various Features of Gallery...IDES Editor
 
Assessing Uncertainty of Pushover Analysis to Geometric Modeling
Assessing Uncertainty of Pushover Analysis to Geometric ModelingAssessing Uncertainty of Pushover Analysis to Geometric Modeling
Assessing Uncertainty of Pushover Analysis to Geometric ModelingIDES Editor
 
Secure Multi-Party Negotiation: An Analysis for Electronic Payments in Mobile...
Secure Multi-Party Negotiation: An Analysis for Electronic Payments in Mobile...Secure Multi-Party Negotiation: An Analysis for Electronic Payments in Mobile...
Secure Multi-Party Negotiation: An Analysis for Electronic Payments in Mobile...IDES Editor
 
Selfish Node Isolation & Incentivation using Progressive Thresholds
Selfish Node Isolation & Incentivation using Progressive ThresholdsSelfish Node Isolation & Incentivation using Progressive Thresholds
Selfish Node Isolation & Incentivation using Progressive ThresholdsIDES Editor
 
Various OSI Layer Attacks and Countermeasure to Enhance the Performance of WS...
Various OSI Layer Attacks and Countermeasure to Enhance the Performance of WS...Various OSI Layer Attacks and Countermeasure to Enhance the Performance of WS...
Various OSI Layer Attacks and Countermeasure to Enhance the Performance of WS...IDES Editor
 
Responsive Parameter based an AntiWorm Approach to Prevent Wormhole Attack in...
Responsive Parameter based an AntiWorm Approach to Prevent Wormhole Attack in...Responsive Parameter based an AntiWorm Approach to Prevent Wormhole Attack in...
Responsive Parameter based an AntiWorm Approach to Prevent Wormhole Attack in...IDES Editor
 
Cloud Security and Data Integrity with Client Accountability Framework
Cloud Security and Data Integrity with Client Accountability FrameworkCloud Security and Data Integrity with Client Accountability Framework
Cloud Security and Data Integrity with Client Accountability FrameworkIDES Editor
 
Genetic Algorithm based Layered Detection and Defense of HTTP Botnet
Genetic Algorithm based Layered Detection and Defense of HTTP BotnetGenetic Algorithm based Layered Detection and Defense of HTTP Botnet
Genetic Algorithm based Layered Detection and Defense of HTTP BotnetIDES Editor
 
Enhancing Data Storage Security in Cloud Computing Through Steganography
Enhancing Data Storage Security in Cloud Computing Through SteganographyEnhancing Data Storage Security in Cloud Computing Through Steganography
Enhancing Data Storage Security in Cloud Computing Through SteganographyIDES Editor
 
Low Energy Routing for WSN’s
Low Energy Routing for WSN’sLow Energy Routing for WSN’s
Low Energy Routing for WSN’sIDES Editor
 
Permutation of Pixels within the Shares of Visual Cryptography using KBRP for...
Permutation of Pixels within the Shares of Visual Cryptography using KBRP for...Permutation of Pixels within the Shares of Visual Cryptography using KBRP for...
Permutation of Pixels within the Shares of Visual Cryptography using KBRP for...IDES Editor
 
Rotman Lens Performance Analysis
Rotman Lens Performance AnalysisRotman Lens Performance Analysis
Rotman Lens Performance AnalysisIDES Editor
 
Band Clustering for the Lossless Compression of AVIRIS Hyperspectral Images
Band Clustering for the Lossless Compression of AVIRIS Hyperspectral ImagesBand Clustering for the Lossless Compression of AVIRIS Hyperspectral Images
Band Clustering for the Lossless Compression of AVIRIS Hyperspectral ImagesIDES Editor
 
Microelectronic Circuit Analogous to Hydrogen Bonding Network in Active Site ...
Microelectronic Circuit Analogous to Hydrogen Bonding Network in Active Site ...Microelectronic Circuit Analogous to Hydrogen Bonding Network in Active Site ...
Microelectronic Circuit Analogous to Hydrogen Bonding Network in Active Site ...IDES Editor
 
Texture Unit based Monocular Real-world Scene Classification using SOM and KN...
Texture Unit based Monocular Real-world Scene Classification using SOM and KN...Texture Unit based Monocular Real-world Scene Classification using SOM and KN...
Texture Unit based Monocular Real-world Scene Classification using SOM and KN...IDES Editor
 

Mais de IDES Editor (20)

Power System State Estimation - A Review
Power System State Estimation - A ReviewPower System State Estimation - A Review
Power System State Estimation - A Review
 
Artificial Intelligence Technique based Reactive Power Planning Incorporating...
Artificial Intelligence Technique based Reactive Power Planning Incorporating...Artificial Intelligence Technique based Reactive Power Planning Incorporating...
Artificial Intelligence Technique based Reactive Power Planning Incorporating...
 
Design and Performance Analysis of Genetic based PID-PSS with SVC in a Multi-...
Design and Performance Analysis of Genetic based PID-PSS with SVC in a Multi-...Design and Performance Analysis of Genetic based PID-PSS with SVC in a Multi-...
Design and Performance Analysis of Genetic based PID-PSS with SVC in a Multi-...
 
Optimal Placement of DG for Loss Reduction and Voltage Sag Mitigation in Radi...
Optimal Placement of DG for Loss Reduction and Voltage Sag Mitigation in Radi...Optimal Placement of DG for Loss Reduction and Voltage Sag Mitigation in Radi...
Optimal Placement of DG for Loss Reduction and Voltage Sag Mitigation in Radi...
 
Line Losses in the 14-Bus Power System Network using UPFC
Line Losses in the 14-Bus Power System Network using UPFCLine Losses in the 14-Bus Power System Network using UPFC
Line Losses in the 14-Bus Power System Network using UPFC
 
Study of Structural Behaviour of Gravity Dam with Various Features of Gallery...
Study of Structural Behaviour of Gravity Dam with Various Features of Gallery...Study of Structural Behaviour of Gravity Dam with Various Features of Gallery...
Study of Structural Behaviour of Gravity Dam with Various Features of Gallery...
 
Assessing Uncertainty of Pushover Analysis to Geometric Modeling
Assessing Uncertainty of Pushover Analysis to Geometric ModelingAssessing Uncertainty of Pushover Analysis to Geometric Modeling
Assessing Uncertainty of Pushover Analysis to Geometric Modeling
 
Secure Multi-Party Negotiation: An Analysis for Electronic Payments in Mobile...
Secure Multi-Party Negotiation: An Analysis for Electronic Payments in Mobile...Secure Multi-Party Negotiation: An Analysis for Electronic Payments in Mobile...
Secure Multi-Party Negotiation: An Analysis for Electronic Payments in Mobile...
 
Selfish Node Isolation & Incentivation using Progressive Thresholds
Selfish Node Isolation & Incentivation using Progressive ThresholdsSelfish Node Isolation & Incentivation using Progressive Thresholds
Selfish Node Isolation & Incentivation using Progressive Thresholds
 
Various OSI Layer Attacks and Countermeasure to Enhance the Performance of WS...
Various OSI Layer Attacks and Countermeasure to Enhance the Performance of WS...Various OSI Layer Attacks and Countermeasure to Enhance the Performance of WS...
Various OSI Layer Attacks and Countermeasure to Enhance the Performance of WS...
 
Responsive Parameter based an AntiWorm Approach to Prevent Wormhole Attack in...
Responsive Parameter based an AntiWorm Approach to Prevent Wormhole Attack in...Responsive Parameter based an AntiWorm Approach to Prevent Wormhole Attack in...
Responsive Parameter based an AntiWorm Approach to Prevent Wormhole Attack in...
 
Cloud Security and Data Integrity with Client Accountability Framework
Cloud Security and Data Integrity with Client Accountability FrameworkCloud Security and Data Integrity with Client Accountability Framework
Cloud Security and Data Integrity with Client Accountability Framework
 
Genetic Algorithm based Layered Detection and Defense of HTTP Botnet
Genetic Algorithm based Layered Detection and Defense of HTTP BotnetGenetic Algorithm based Layered Detection and Defense of HTTP Botnet
Genetic Algorithm based Layered Detection and Defense of HTTP Botnet
 
Enhancing Data Storage Security in Cloud Computing Through Steganography
Enhancing Data Storage Security in Cloud Computing Through SteganographyEnhancing Data Storage Security in Cloud Computing Through Steganography
Enhancing Data Storage Security in Cloud Computing Through Steganography
 
Low Energy Routing for WSN’s
Low Energy Routing for WSN’sLow Energy Routing for WSN’s
Low Energy Routing for WSN’s
 
Permutation of Pixels within the Shares of Visual Cryptography using KBRP for...
Permutation of Pixels within the Shares of Visual Cryptography using KBRP for...Permutation of Pixels within the Shares of Visual Cryptography using KBRP for...
Permutation of Pixels within the Shares of Visual Cryptography using KBRP for...
 
Rotman Lens Performance Analysis
Rotman Lens Performance AnalysisRotman Lens Performance Analysis
Rotman Lens Performance Analysis
 
Band Clustering for the Lossless Compression of AVIRIS Hyperspectral Images
Band Clustering for the Lossless Compression of AVIRIS Hyperspectral ImagesBand Clustering for the Lossless Compression of AVIRIS Hyperspectral Images
Band Clustering for the Lossless Compression of AVIRIS Hyperspectral Images
 
Microelectronic Circuit Analogous to Hydrogen Bonding Network in Active Site ...
Microelectronic Circuit Analogous to Hydrogen Bonding Network in Active Site ...Microelectronic Circuit Analogous to Hydrogen Bonding Network in Active Site ...
Microelectronic Circuit Analogous to Hydrogen Bonding Network in Active Site ...
 
Texture Unit based Monocular Real-world Scene Classification using SOM and KN...
Texture Unit based Monocular Real-world Scene Classification using SOM and KN...Texture Unit based Monocular Real-world Scene Classification using SOM and KN...
Texture Unit based Monocular Real-world Scene Classification using SOM and KN...
 

Último

How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonetsnaman860154
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersThousandEyes
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfEnterprise Knowledge
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Drew Madelung
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountPuma Security, LLC
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhisoniya singh
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking MenDelhi Call girls
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityPrincipled Technologies
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024Results
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024Rafal Los
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...gurkirankumar98700
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024Scott Keck-Warren
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking MenDelhi Call girls
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxMalak Abu Hammad
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdfhans926745
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘RTylerCroy
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 

Último (20)

How to convert PDF to text with Nanonets
How to convert PDF to text with NanonetsHow to convert PDF to text with Nanonets
How to convert PDF to text with Nanonets
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for PartnersEnhancing Worker Digital Experience: A Hands-on Workshop for Partners
Enhancing Worker Digital Experience: A Hands-on Workshop for Partners
 
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdfThe Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
The Role of Taxonomy and Ontology in Semantic Layers - Heather Hedden.pdf
 
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...
 
Breaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path MountBreaking the Kubernetes Kill Chain: Host Path Mount
Breaking the Kubernetes Kill Chain: Host Path Mount
 
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | DelhiFULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
FULL ENJOY 🔝 8264348440 🔝 Call Girls in Diplomatic Enclave | Delhi
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men08448380779 Call Girls In Greater Kailash - I Women Seeking Men
08448380779 Call Girls In Greater Kailash - I Women Seeking Men
 
Boost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivityBoost PC performance: How more available memory can improve productivity
Boost PC performance: How more available memory can improve productivity
 
A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024A Call to Action for Generative AI in 2024
A Call to Action for Generative AI in 2024
 
The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024The 7 Things I Know About Cyber Security After 25 Years | April 2024
The 7 Things I Know About Cyber Security After 25 Years | April 2024
 
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
Neo4j - How KGs are shaping the future of Generative AI at AWS Summit London ...
 
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
Kalyanpur ) Call Girls in Lucknow Finest Escorts Service 🍸 8923113531 🎰 Avail...
 
SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024SQL Database Design For Developers at php[tek] 2024
SQL Database Design For Developers at php[tek] 2024
 
08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men08448380779 Call Girls In Civil Lines Women Seeking Men
08448380779 Call Girls In Civil Lines Women Seeking Men
 
The Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptxThe Codex of Business Writing Software for Real-World Solutions 2.pptx
The Codex of Business Writing Software for Real-World Solutions 2.pptx
 
[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf[2024]Digital Global Overview Report 2024 Meltwater.pdf
[2024]Digital Global Overview Report 2024 Meltwater.pdf
 
🐬 The future of MySQL is Postgres 🐘
🐬  The future of MySQL is Postgres   🐘🐬  The future of MySQL is Postgres   🐘
🐬 The future of MySQL is Postgres 🐘
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 

Capacity Evaluation of a High Altitude Platform Diversity System Equipped with Compact MIMO Antennas

  • 1. ACEEE International Journal on Communication, Vol 1, No. 1, Jan 2010 Capacity Evaluation of a High Altitude Platform Diversity System Equipped with Compact MIMO Antennas A. Mohammed1 and T. Hult2 1 Department of Signal Processing, Blekinge Institute of Technology, Ronneby, Sweden Email: abbas.mohammed@bth.se 2 Department of Electro- and Information Technology, Lund University, Lund, Sweden Email: tommy.hult@eit.lth.se Abstract— In this paper we address the potential gain It has been widely recognized that the capacity in of using compact MIMO antenna array wireless communication systems can be greatly increased configurations in conjunction with High Altitude by exploiting environments with rich scattering such as Platforms (HAPs) diversity techniques in order to urban areas or indoors [6-9]. Independent spatial or increase the capacity in HAP communication systems. polarization channels can be accessed by means of For this purpose, we also propose a novel compact multiple antennas at both the transmitter and the receiver MIMO antenna which we denote as the “MIMO- and the technique is thus referred to as Multiple-Input Octahedron” and compare its performance with the Multiple-Output (MIMO) system. For a fixed total power vector element antenna. Simulation results show that and bandwidth, and with a matrix transfer function of the MIMO-Octahedron antenna provides superior independent complex Gaussian random variables, the performance to the vector element antenna and the MIMO wireless communication channel has an single HAP case. information theoretic capacity that (initially) grows linearly with the number of antenna elements [6-9]. Index Terms—High Altitude Platforms (HAPs), compact Constellations of multiple HAPs have been shown to MIMO antennas, diversity techniques, 4G systems enhance broadband fixed wireless access capacity by exploiting antenna user directionality, when using shared spectrum in co-located coverage areas, where a I. INTRODUCTION predominant LOS propagation is present for mm- High Altitude Platforms (HAPs) are quasi-stationary wavebands (e.g., 47/48 GHz). In addition, HAPs have aerial platforms operating in the stratosphere. This been also proposed for 3G and broadband applications emerging technique is preserving many of the advantages where multipath propagation might be significant. The of both satellite and terrestrial systems [1-5] and central idea in this paper is to create a virtual MIMO presently started to attract more attention in Europe system by exploiting the diversity provided by multiple through the European Community CAPANINA Project HAPs (see figure 1) in order to increase the capacity in and the recently formed COST 297 Action, in which the HAP communication links. In addition, a number of authors are the Swedish representatives in this Cost different compact antenna array configurations, (e.g., the Action. Recently, the first author has led an international vector element antenna and our proposed novel MIMO- editorial team for a HAP special issue at EURASIP Octahedron antenna) specifically designed for MIMO Journal of Communications and Networking [1] to applications, in which the propagation environment is promote this technology and the research activities of further utilized to achieve diversity in space and Cost 297 to a wider audience. Cost 297 is the largest polarization. Thus, in this paper we also analyse the effect gathering of research community with interest in HAPs of using these different compact MIMO antenna and related technologies [1]. configurations and power control on the information Using narrow bandwidth repeaters on HAP for high theoretic capacity of the total transmission channel of the speed data traffic have several advantages compared to HAP system. using satellites, especially when operating in a local The organization of the remainder of the paper will be geographical area. One of the main advantages is that the as follows. In Section 2, we give a theoretical background received signal from the HAP would be much stronger of the polarization and pattern of antennas. The MIMO- than a received signal of equal transmitted power from a HAP diversity system and various used MIMO antennas satellite. This allows for a much lower sufficient are presented in Section 3. The basic of MIMO-OFDM transmitter power which would decrease the size and system and power control are presented in Section 4. In weight of the repeater equipment carried by the HAP. Section 5, the simulations results of the different MIMO Also the HAP provides for a much easier deployment so antenna array configurations and presented. Finally, that a high-speed connection can be made on demand for Section 6 concludes the paper. a specific geographical area [1]. 1 © 2010 ACEEE DOI: 01.ijcom.01.01.01
  • 2. ACEEE International Journal on Communication, Vol 1, No. 1, Jan 2010 II. THE POLARIZATION CHANNEL that the OFDM format is useful for propagation scenarios in 3G frequency band and is a promising candidate for The polarization and antenna pattern of the many 4G communication systems. Figure 1 shows the electromagnetic field can be expressed as a multipole diversity setup for the case of three HAPs separated by expansion [10] of the field emanating from a virtual sphere enveloping the antenna that is being analyzed. the angles θ a,b and θ a,c . This series expansion consist of weighted orthogonal base functions on the surface of the virtual sphere and allow for a solution to Maxwell’s equations that can be written as: ⎧ ⎡j ⎤ ⎪E = ⎪ ⎣ ∑ ⎢ k a E (l , m)(∇ × fl (kr )) Xlm + aM (l , m) gl (kr ) Xlm ⎥ ⎦ l,m ⎪ (1) ⎨ ⎪ ⎡ ⎤ ⎪H = 1 ∑ j aE (l , m) f l ( kr ) Xlm − aM (l , m)(∇ × gl (kr ))Xlm ⎥ ⎪ η l,m ⎢⎣ k ⎦ ⎩ Figure 1: The MIMO-HAP diversity system with three HAPs and the These base functions Xlm are orthogonal functions of channel paths from the transmitter to the receiver. the spherical field when the far-field of the antenna is projected onto the virtual sphere. The functions gl and fl in equation (1) are Hankel functions representing an Each transmit and receive antenna of the system outgoing (transmitted) wave or an incoming (received) consists of a special compact MIMO antenna array. These wave. The weights aE and aM are the corresponding compact antenna arrays can be of different complexity coefficients and will give the gain of each orthogonal and design. In Fig. 2a we show the structure of a vector function (mode) for a particular electromagnetic far-field element antenna consisting of three orthogonal electric pattern, as shown by equation (2): dipoles forming an electric tripole together with a magnetic tripole formed by three orthogonal magnetic ⎧ ⎡ d [r j l ( kr ) ] ⎤ dipoles (loop antennas) which will give a maximum of ⎪ ⎢cρ dr ⎥ ⎪ μ 0 ck 2 ⎢ ⎥ ⎪a E (l, m ) ≅ ∫Y * lm ⎢ + jk ( r ⋅ J ) j l ( kr ) ⎥ d 3 r six independent antenna ports. ⎪ j l (l + 1) ⎢ − jk ∇ ⋅ ( r × M ) j ( kr ) ⎥ ⎪ ⎢ l ⎥ The second compact antenna we propose and ⎪ ⎣ ⎦ (2) investigate is a novel array configuration, which we ⎪ ⎨ ⎪ denote as the “MIMO-Octahedron”. This antenna consists ⎪ ⎡ ∇ ⋅ ( r × J ) j l ( kr ) ⎤ ⎢ ⎥ ⎢ + ∇ ⋅ M d [r j l ( kr ) ]⎥ d ⎪ μ 0 ck 2 of twelve electric dipoles positioned in double (l, m ) ≅ ∫Y * 3 ⎪a r ⎪ M j l (l + 1) lm ⎢ dr ⎥ ⎪ ⎢ ⎥ tetrahedron geometry, as can be seen in Fig. 2b. This ⎢ + k ( r ⋅ M ) j l ( kr ) ⎥ 2 ⎪ ⎣ ⎦ ⎩ design is created by taking two MIMO-Tetrahedron arrays and placing them with one tetrahedron vertex Using equation (2) we can calculate which modes are facing a vertex of the other tetrahedron, and then rotating active on any arbitrary antenna enveloped by a virtual one of the tetrahedrons 60 degrees around the axis going sphere only by knowing the current distribution J, the through both vertices and finally displace one of the charge distribution ρ and the intrinsic magnetization M of tetrahedron so that they both have the same central point. the antenna. These modes are theoretically orthogonal to Theoretically this will give twelve independent ports. each other and therefore represent independent ports of The three electric and three magnetic tripoles on their the antenna. The transmitting channel Htx is then assumed own do not provide enough independent antenna ports to as the linear transformation of the input signal x into the be able to utilize the HAP diversity feature which would mode domain atx according to α tx = H tx x and for the require at least four independent channels. Thus, the receiving channel we have a similar transformation from comparison of the capacity is done for the vector element the mode domain arx into the output signal y of the antenna and the MIMO-Octahedron antenna only. system following y = H rx α rx , where atx and arx are vectors containing the mode gains for a specific antenna type. III. THE MIMO-HAP DIVERSITY SYSTEM MODEL In this paper we are propose an application for high data rate transmissions using a system employing multiple HAPs. This system consists of virtually created MIMO channels using HAP diversity in combination (a) (b) with the polarization and pattern diversity of a special type of MIMO antenna arrangements [11-13] and also Figure 2: The structure of the two compact MIMO antennas: (a) The Vector element antenna, and (b) the MIMO-Octahedron antenna. through using the OFDM modulation technique. Note 2 © 2010 ACEEE DOI: 01.ijcom.01.01.01
  • 3. ACEEE International Journal on Communication, Vol 1, No. 1, Jan 2010 The wave propagation channel Hch from the transmitter N DFT −1 r mode vector atx to the receiver mode vector arx can be P= ∑ ∑σ k = 0 m =1 2 xm (k ) (10) seen as a simple transformation that contain the distance dependent decaying values of the signal being transmitted To maximize the total sum of capacities in all the sub- 2 channels we use the so called “water-filling” technique in ⎛ f ⎞ H mn (r, f ) = ⎜ ⎜ 4πc r − r ⎟ ⎟ (3) which we allocate more power to the sub-channels with high eigenvalues. The optimal “water-filling” solution [9] ⎝ m n ⎠ is then given by: where rm − rn is the distance along the path between ⎧ 2 s2 s2 ⎪ s xm (k ) = γ − 2 n , if γ − 2 n > 0 transmitter m and receiver n. There are no atmospheric ⎪ sm (k ) sm (k ) interferences and the noise in the system is modelled as ⎨ sn2 (11) uncorrelated Gaussian noise. The total MIMO channel ⎪s xm (k ) = 0, if γ − 2 2 ≤0 can then be assembled as: ⎪ ⎩ sm (k ) H = H rx ⋅ H ch ⋅ H tx (4) where γ is a pre-defined threshold level of the signal-to- noise ratio in the system. where Hrx and Htx are the transmitter and receiver antenna channels respectively. V. SIMULATION RESULTS IV. THE MIMO-OFDM SYSTEM MODEL In this section we compare the achieved capacity using different types of compact MIMO antenna Assuming that we have a MIMO antenna system with configurations. The type of antennas used here are the N transmitting antennas and M receiving antennas, we vector element antenna and our proposed novel MIMO- can then write the separate signals in the frequency Octahedron antenna. In these simulations we use a domain between any pair of transmitting and receiving diversity system consisting of three or six HAPs, antennas as: depending on whether we use the Vector element antenna r (k ) = H (k )s(k ) + v(k ) (5) or the MIMO-Octahedron antenna. These results were where r(k) and s(k) denotes the received and transmitted obtained for a system of HAPs operating at an altitude of 20 km and with a separation angle of 30 degrees, as signals and H(k) is the frequency response of the channel shown in Fig. 1. between N transmitters and M receivers. The noise in the The capacity achieved by the compact MIMO system v(k) is assumed to be uncorrelated Gaussian noise. antennas can be seen from Fig. 3 where the capacity is By using singular value decomposition (SVD) plotted against the average signal-to-noise ratio of the technique we can now write the channel matrix H(k) as: system. It is evident from this figure that the MIMO-HAP H ( k ) = U ( k )Σ ( k ) V H ( k ) (6) diversity system provides superior performance as compared to the single HAP or SISO (single-input single- where ∑(k) is an N×N matrix containing the singular output) case, and the MIMO-Octahedron antenna values that are larger than zero σ1(k) ≥ σ2(k) ≥ … ≥ provides a better capacity than the vector element antenna σr(k) > 0, where U(k) and V(k) are matrices with the due to the higher number of acquired independent corresponding vectors as columns. To obtain a channels. It is worth to mention that the electric and diagonalized system we define: magnetic tripoles on their own did not provide enough channels to make the HAP diversity work. y ( k ) = Σ ( k ) x( k ) + n ( k ) (7) with y (k ) = U H (k )r (k ) s( k ) = V ( k ) x( k ) (8) n( k ) = U H (k ) v ( k ) Since the channels in equation (6) are uncorrelated and the correlation matrix of the noise n(k) is σ n ⋅ I then 2 we can write the theoretical information capacity [6-8] as: N DFT −1 r ⎛ σ 2 (k ) ⎞ C= ∑ ∑ log k =0 m =1 2 ⎜1 + σ xm (k ) m 2 ⎟ ⎜ ⎝ 2 σn ⎟ ⎠ (9) where σ (k ) is the variance of the separate uncorrelated 2 xm input signals in x(k). The capacity in equation (9) is constrained by the total radiated power from the Figure 3: The capacity versus the average SNR for a separation angle of transmitting antennas, defined as: 30 degrees between HAPs. 3 © 2010 ACEEE DOI: 01.ijcom.01.01.01
  • 4. ACEEE International Journal on Communication, Vol 1, No. 1, Jan 2010 VI. CONCLUSIONS [4] G. Aranti, A. Iera and A. Molinaro, “The role of HAPs in supporting multimedia broadcast and multicast services in In this paper we have studied the potential gain of terrestrial-satellite integrated systems”, special issue on "High using compact MIMO antennas and HAP diversity altitude platform (HAP) systems: technologies and applications", Wireless Personal Communications, 32, Springer, 2005. techniques in order to increase the capacity in HAP communication systems. Our results have shown that the [5] G. Chen, D. Grace and T. Tozer, “Performance of multiple high altitude platforms using directive HAP and user antennas”, special combined MIMO-HAP diversity system provide issue on "High altitude platform (HAP) systems: technologies and significant capacity enhancement compared to the single applications", Wireless Personal Communications, 32, Springer, HAP (SISO) system. Simulation results also show the 2005. performance of our proposed novel compact MIMO- [6] G. J. Foschini and M. J. Gans, “On limits of wireless Octahedron antenna array is superior to the Vector communications in a fading environment when using multiple antennas”, Wireless Personal Communications, vol. 6, pp. 311- element antenna due to the higher number of acquired 335, 1998. independent channels. Using the vector element antenna [7] I. E. Telatar, “Capacity of multi-antenna Gaussian channels”, will give six independent channels and has also the European Transactions on Telecommunication, vol. 10, no. 6, pp. disadvantage that we have to feed both electric and 585-595, Nov 1999. magnetic dipoles which makes for a more complicated [8] M. Martone, “Multiantenna Digital Radio Transmission”, Artech interface to the antenna. House Inc., 2002. [9] M. A. Khalighi, J. Brossier, G. Jourdain and M. Raoof, “Water filling capacity of Rayleigh MIMO channels”, 12th IEEE REFERENCES International Symposium on Personal, Indoor and Mobile Radio Communications, vol. 1, pp. 155-158, 1998. [1] A. Mohammed, S. Arnon, D. Grace, M. Mondin, and R. Miura, [10] G. Kristensson, “Spridningsteori med antenn-tillämpningar” "Advanced communications techniques and applications for high- Studentlitteratur, 1999. altitude platforms," Editorial for a Special Issue, EURASIP Journal on Wireless Commun. and Networking, vol. 2008, 2008. [11] S. Nordebo and A. Mohammed, “A semidefinite programming approach to spatial decorrelation of independently polarized http://www.hindawi.com/journals/wcn/volume-2008/si.7.html signals”, Wiley's International Journal of Wireless [2] A. Widiawan, R. Tafazolli, B. Evans, V. F. Milas, V and P. Communications and Mobile Computing (WCMC), vol. 7, Issue 1, Constantinou, “Coexistence of high altitude platform station, pp. 91-101, January 2007. satellite, and terrestrial systems for fixed and mobile services”, [12] M. R. Andrews, P. P. Mitra and R. deCarvalho, “Tripling the International Workshop on High Altitude Platform Systems - capacity of wireless communications using electromagnetic WHAPS 05, Athens, September 5, 2005. polarization”, Nature, vol. 409, pp. 316-318, Jan 2001. [3] V. F. Milas and P. Constantinou, “Interference environment [13] J. B. Andersen and B. N. Getu, “The MIMO Cube - A compact between high altitude platform networks (HAPN), geostationary MIMO antenna”, IEEE 5th International Symposium on Wireless (GEO) satellite and wireless terrestrial systems”, special issue on Personal Multimedia Communications, vol. 1, pp. 112-114, 2002. "High altitude platform (HAP) systems: technologies and applications", Wireless Personal Communications, 32, Springer, 2005. 4 © 2010 ACEEE DOI: 01.ijcom.01.01.01