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RFIC Design
Lecture 2:
newline
Modulation
and
demodulation
RFIC Design
2: Modulation and demodulation Slide 2
Outline
 Analog system
 Analog/Digital system
 AM,FM
 ASK, FSK, PSK
RFIC Design
2: Modulation and demodulation Slide 3
Analog System
RFIC Design
2: Modulation and demodulation Slide 4
Analog/Digital System
RFIC Design
2: Modulation and demodulation Slide 5
Why modulation
 Antenna Issue
 Spectrum allocation (FCC)
 Bandwidth efficiency
 Against Noise
 Signal Quality
RFIC Design
2: Modulation and demodulation Slide 6
Analog Modulation
RFIC Design
2: Modulation and demodulation Slide 7
AM
RFIC Design
2: Modulation and demodulation Slide 8
Amplitude Modulation
 Amplitude modulation
RFIC Design
2: Modulation and demodulation Slide 9
Amplitude Modulation
 AM
– Sensitive to additive noise.
– Requires linear PA
( ) [1 ( )]cos
AM BB c
x t Ac mx t t

 
RFIC Design
2: Modulation and demodulation Slide 10
AM Detector
 Coherent demodulation or Envelop detector
 The envelop of the modulated waveform does not
cross zero
( ) 1 ( )
AM BB
x t mx t
 
RFIC Design
2: Modulation and demodulation Slide 11
DSC-SC
RFIC Design
2: Modulation and demodulation Slide 12
DSC-suppress carrier
 Suppose ( ) cos
x x
x t A t


RFIC Design
2: Modulation and demodulation Slide 13
DSC-SC Demodulation
 DSC-SC Demodulation
DSB-SC
demodulation :
RFIC Design
2: Modulation and demodulation Slide 14
Angle Modulation
 FM & PM
( ) cos ( )
FM c c BB
x t A t m x t dt

 
 
 

 
( ) cos ( )
PM c c BB
x t A t mx t

 
RFIC Design
2: Modulation and demodulation Slide 15
FM
RFIC Design
2: Modulation and demodulation Slide 16
FM Modulator
 VCO can be a FM modulator
 phase is an integral form of frequency
 VCO frequency is determined by value of the
Inductor, which is modulated by XBB(t).
( ) cos ( )
FM c c BB
x t A t m x t dt

 
 
 

RFIC Design
2: Modulation and demodulation Slide 17
Simple FM Demodulator
 Simple FM Demodulator :
– Differentiator
– High pass filter
 
   
1 1
( ) [ ( )]sin[ ( ) ]
out c c BB c BB
v t A R C mx t t m x t dt
RFIC Design
2: Modulation and demodulation Slide 18
Quiz
 Why a high pass filter is a kind of differentiator?
 What will happen if driving a square wave to high
pass filter?
1 1
1 1
1/ 1
R R sC
Vout
Vin sC R R sC
 
 
•Electronics view :
•Mathematics view :
RFIC Design
2: Modulation and demodulation Slide 19
FM Demodulation
RFIC Design
2: Modulation and demodulation Slide 20
Narrow Bandwidth FM (1)
 If << 1 rad
( ) cos ( )
FM c c BB
x t A t m x t dt

 
 
 

, ( ) cos (sin ) ( )
FM NB c c c c BB
x t A t A m t x t dt
 
  
 ( )
BB
m x t dt
RFIC Design
2: Modulation and demodulation Slide 21
Narrow Bandwidth FM (2)
 Single tone test , if 

( ) cos
BB m m
x t A t
( ) cos ( )
FM c c BB
x t A t m x t dt

 
 
 

RFIC Design
2: Modulation and demodulation Slide 22
Narrow Bandwidth FM
 NBFM Spectrum
RFIC Design
2: Modulation and demodulation Slide 23
FM spectrum
 Bessel Function
( ) cos
BB m m
x t A t


( ) cos[ ( / )sin ]
FM C C m m m
x t A t mA t
  
 
( ) ( )cos( )
FM C n C m
n
x t A J n t
  


 

m
m
mA



0 1
If << 1 rad
( ) 1
, ( ) Narrow Band FM
2
( ) 0 for 1
n
J J
J n


 





   



  
RFIC Design
2: Modulation and demodulation Slide 24
FM spectrum
( ) ( )cos( )
FM C n C m
n
x t A J n t
  


 

RFIC Design
2: Modulation and demodulation Slide 25
Carson’s rule
 Carson’s rule : If the bandwidth of FM ( ) is
defined as containing 98% signal power, the
following formula is derived
2( 1)
FM BB
BW BW

 
FM
BW
RFIC Design
2: Modulation and demodulation Slide 26
Pre-emphasis of FM
 FM modulation is a low pass filter
 FM demodulation is a high pass filter
 In order to avoid amplifier the noise at high
frequency, a de-emphasis action will help to
suppress the high frequency noise.
mod
RFIC Design
2: Modulation and demodulation Slide 27
Digital Modulation
RFIC Design
2: Modulation and demodulation Slide 28
Digital Modulations
 ASK, PSK, FSK
RFIC Design
2: Modulation and demodulation Slide 29
Digital Modulations
n
n
cos , if b 1
( )
0 ,if b 0
c
ASK
A t
x t
 

 


1 n
n
cos , if b 1
( )
cos 2 ,if b 0
FSK
A t
x t
A t




 


1 n
1 n
cos , if b 1
( )
cos ,if b 0
PSK
A t
x t
A t




 
 

RFIC Design
2: Modulation and demodulation Slide 30
Constellation
RFIC Design
2: Modulation and demodulation Slide 31
Digital demodulation
 Peak value sampling
RFIC Design
2: Modulation and demodulation Slide 32
Digital demodulation
 Integration over one bit prior to sampling
RFIC Design
2: Modulation and demodulation Slide 33
Optimal detection
 Implemented by Matched filter
 Input comes with an additive white noise n(t)
 To achieve a maximal input signal power or SNR for
input x(t) . The following formula is derived.
*
h(t)=p ( ) p( )
b b
T t T t
  
RFIC Design
2: Modulation and demodulation Slide 34
Optimal detection
 Optimal detection using a correlator
  
  
  




  





b
0
( ) ( ) ( ) ,where h(t)=p(T ) for optimization
( ) ( )
( ) ( )
b
b b
T
y T x h T d t
x p d
x p d
RFIC Design
2: Modulation and demodulation Slide 35
Optimal detection
RFIC Design
2: Modulation and demodulation Slide 36
ASK modulation
RFIC Design
2: Modulation and demodulation Slide 37
ASK
 The simplest form of bandpass data modulation is Amplitude Shift
Keying (ASK).
 In binary ASK, where only two symbol states are needed, the carrier is
simply turned on or off.
 ASK is sometimes referred to as ON-OFF Keying (OOK).
RFIC Design
2: Modulation and demodulation Slide 38
Symmetry in ASK
 Consider a single frequency component, cos (wmt), from within the
baseband spectrum, and perform the mathematical multiplication with
the carrier, cos (w c t), the modulated signal becomes:
 cos (wmt) x cos( w c t) = 0.5 cos (w c – wm)t + 0.5 cos (w c + wm)t
 The modulated spectrum for this sample component becomes two
identical components symmetrically as AM.
Single tone test
RFIC Design
2: Modulation and demodulation Slide 39
ASK data spectrum
 This ASK spectrum is a double sideband spectrum
 It has an upper and lower sideband with respect to the carrier.
 If we now include all the components in the baseband stream which will
mix with the carrier to generate a frequency sum(+) and difference(-)
component,
then 1. resulting spectrum is symmetrical about the carrier frequency
then 2. spectrum is with a positive and reversed image of the baseband
'sinc' spectrum for an unfiltered binary data stream.
Data stream in
RFIC Design
2: Modulation and demodulation Slide 40
ASK Spectrum
 What would ASK spectrum look like ?
– Is it only a Sinc-shaped function?
RFIC Design
2: Modulation and demodulation Slide 41
Spectrum of a data pulse
 The spectrum of a single pulse is a Sinc function
RFIC Design
2: Modulation and demodulation Slide 42
Spectrum of pulse train
 Sampling in time domain will cause baseband
spectrum repeated periodically.
 Sampling in frequency domain will cause the pulse
waveform in time repeated periodically.
RFIC Design
2: Modulation and demodulation Slide 43
Factors affecting signal bandwidth
 Reducing the width of the pulse but keeping the
period of the waveform constant results in
– the lower harmonic levels
– an increase in the level of the higher harmonics
RFIC Design
2: Modulation and demodulation Slide 44
Impulse train
 What should the impulse train look like?
RFIC Design
2: Modulation and demodulation Slide 45
Smooth transition
 Because the sharp changes in
waveform can only be constructed
from a large number of low-level
high frequency sinusoids in a
Fourier series expansion.
 So a waveform which has sharp
transitions in the time domain will
have a higher harmonic content
than smooth transitions.
 Hence, modulation that possess
smooth pulse shapes between
symbol states are to be favored
when bandwidth is limited.
RFIC Design
2: Modulation and demodulation Slide 46
Nyquist filters
 A commonly used pulse-shaping method is to pass
the data stream through a low pass filter having a
raised cosine response.
 The raised cosine filter belongs to a family of filters
called Nyquist filters .
 It also reduces ISI problem.
RFIC Design
2: Modulation and demodulation Slide 47
Spectrum of Data stream
 Fourier Series Expansion
RFIC Design
2: Modulation and demodulation Slide 48
Generation of ASK modulated signals
 A simpler alternative, particularly for binary ASK, is
to use a switch to gate the carrier on and off, driven
by the data signal.
RFIC Design
2: Modulation and demodulation Slide 49
Baseband filtering method
 Where can we put the filter to reduce spectrum?
– Before the Mixer or after the Mixer?
 Using a low pass (root raised cosine) filter.
RFIC Design
2: Modulation and demodulation Slide 50
Bandpass filtering method
 In order to minimize the occupied bandwidth of the
transmitted ASK signal, filtering or pulse shaping is required
either prior to or after modulation onto a carrier.
 The switching method of ASK generation does not allow any
pre-filtering of the modulating baseband symbol stream, as
the switch is a non-linear process
RFIC Design
2: Modulation and demodulation Slide 51
Non-coherent detection
 ∵With ASK, the information is conveyed in the amplitude or
envelope of the modulated carrier signal.
∴ the data can thus be recovered using an envelope detector.
 An simplest envelope detector comprises a diode rectifier and
smoothing filter
– non-coherent detector.
RFIC Design
2: Modulation and demodulation Slide 52
Non-coherent detection
 If quadrature versions of the modulated carrier signal are available in
the receiver, that is,a(t) cos wct and a(t) sin wct (where a(t) represents
the data imposed amplitude modulation).
 Mathematically we get:
a(t)2 cos2wct + a(t)2 sin2wct
= a(t)2 (cos2wct + sin2wct) = a(t)2
RFIC Design
2: Modulation and demodulation Slide 53
ASK Coherent detection
 Representing the modulated data signal as a(t) cos wct and the
reference carrier as cos(wct + q) , the mixer output becomes:
a(t) cos wct cos(wct + q)
= 0.5 a(t)cos(q) + 0.5 a(t)cos(2wct + q)
 If the carrier is phase coherent with the incoming modulated
carrier signal (that is, there is no frequency or phase difference
between them, q = 0o), then
the output is proportional to a(t) and perfect detection is
achieved.
RFIC Design
2: Modulation and demodulation Slide 54
ASK Coherent detection
 If q = 90o, then cos(90o) = 0 and no output is obtained!
 It is thus essential to ensure that the carrier oscillator in the
receive modem unit is in some way phase-locked to the carrier
oscillator in the transmitter modem.
 Although coherent detection appears much more complicated
than non-coherent detection, it is able to recover the data
signal more accurately in the presence of noise.
RFIC Design
2: Modulation and demodulation Slide 55
Carrier recovery for ASK
 It is beneficial to use coherent detection of ASK
 means of recovering the carrier frequency and
phase from the incoming data signal is needed.
 A technique that is well suited to this task is the
phase-locked loop (PLL)
 Issues:
– input referred noise
– Off state
RFIC Design
2: Modulation and demodulation Slide 56
Coherent Matched filter
 Matched filtering of baseband data signals is for
optimizing the signal to noise ratio at the output of
a data receiver.
 Matched filtering is applicable to bandpass
modulation detection.
 A matched filter pair such as the root raised cosine
filters can thus be used to
– shape the source and
– received baseband data
symbols in ASK,
RFIC Design
2: Modulation and demodulation Slide 57
Symbol timing recovery
 Pulse shaping for minimum inter symbol interference
highlighted the need for accurate
timing of the sampling point within each symbol.
 A common symbol timing circuit is
the early-late gate synchronizer.
 This circuit works on the basis that the optimum
point to sample the signal at the output of a matched
filter detector is when the signal is at its maximum.
RFIC Design
2: Modulation and demodulation Slide 58
Symbol timing recovery
 early-late gate synchronizer
RFIC Design
2: Modulation and demodulation Slide 59
vector diagram
 view the phasor or vector diagram representation of
ASK
 A vector diagram maps the amplitude of a signal by
the length of the line on the vector diagram, and
maps the instantaneous phase by the angle of the
line with respect to a horizontal reference frequency
and phase
RFIC Design
2: Modulation and demodulation Slide 60
Coherent detection vs
non-coherent detection
 Let us now consider the case of detecting the ASK signal in the
presence of noise. For simplicity we will assume that the carrier
is in the 'off' state and that we have a specific noise component
of length N and phase 60 degree
 The non-coherent detector,
– which is performing amplitude detection, is simply
measuring the length of the composite (ASK + Noise)
vector regardless of the vector phase. It would thus produce
an output voltage proportional to N, the noise vector length.
 The coherent detector,
– acts by mixing the incoming signal with the reference carrier
cos wt. The result is that the voltage at the detector output
due to the noise is reduced by a factor cos(60o) = 0.5 and
is thus proportional to N/2.
RFIC Design
2: Modulation and demodulation Slide 61
Coherent detection vs
non-coherent detection
 On average, the coherent detection method reduces
the noise voltage out of the detector by a factor of
root 2 and the noise power by 2.
 In other words, coherent detection of ASK can
tolerate 3 dB more noise than non-coherent ASK for
the same likelihood of detection error.
RFIC Design
2: Modulation and demodulation Slide 62
BER performance of ASK
 The Eb/N0 value is for the average symbol power which is 3 dB less
than the peak symbol power for ASK (the carrier is off for
approximately half of the transmitted symbols).
RFIC Design
2: Modulation and demodulation Slide 63
FSK
RFIC Design
2: Modulation and demodulation Slide 64
FSK
 Simple both to generate and to detect
 An important property of FSK is that
the amplitude of the modulated wave is constant.
RFIC Design
2: Modulation and demodulation Slide 65
FSK generation
 FSK can be generated by switching between distinct
frequency sources.
 Any phase discontinuity at the symbol boundary will
result in a much greater prominence of high
frequency terms in the spectrum
RFIC Design
2: Modulation and demodulation Slide 66
FSK generation
 FSK can be realized by applying the data signal to a
voltage controlled oscillator (VCO) .
 The phase transition between consecutive symbol
states is guaranteed to be smooth (continuous).
 FSK with no phase discontinuity between symbols is
known as a Continuous Phase Frequency Shift
Keying (CPFSK) format.
RFIC Design
2: Modulation and demodulation Slide 67
Vector modulator
 Vector modulator or quadrature
(正交) modulator
 To generate FSK requires the
generation of two symbols, one at
a frequency (c + 1) and one at
a frequency (c – 1).
 In order to generate a frequency
shift of + 1 at the output of the
vector modulator, the I and Q
inputs need to be fed with
+/-cos 1 and sin 1, respectively.
sin(α+β)=sinαcosβ+cosαsinβ
sin(α-β)=sinαcosβ-cosαsinβ
RFIC Design
2: Modulation and demodulation Slide 68
Spectrum of FSK
 The spectrum of the FSK signal is not as easy to
derive as that for ASK because the FSK generation
process is non-linear.
 An approximation can be obtained by plotting the
spectra for two ASK streams centered on the
respective carrier frequencies
RFIC Design
2: Modulation and demodulation Slide 69
Noncoherent FSK Detection
 More widely used in RF design owing to their lesser
complexity.
RFIC Design
2: Modulation and demodulation Slide 70
PLL-based FSK detection
 VCO control voltage must change in order for the
PLL to track and lock onto a new input frequency.
 It provides a direct measure of the input signal
frequency for each symbol in the FSK stream.
RFIC Design
2: Modulation and demodulation Slide 71
FSK Coherent Detection
 Coherent detection schemes require
phase synchronization
 Coherent detectors are usually based on the
matched filter concept
 Providing a lower BER than noncoherent
RFIC Design
2: Modulation and demodulation Slide 72
BER
RFIC Design
2: Modulation and demodulation Slide 73
Comparison
 Advantages of FSK
– FSK is a constant envelope modulation, and hence
insensitive to amplitude (gain) variations in the channel
– Compatible with non-linear transmitter and receiver
systems.
– The detection of FSK can be based on relative frequency
changes between symbol states and thus does not require
absolute frequency accuracy in the channel.
– (FSK is thus relatively tolerant to local oscillator drift and
Doppler shift.)
 Disadvantages of FSK
– FSK is slightly less bandwidth efficient than ASK or PSK
(excluding MSK implementation).
– The bit/symbol error rate performance of FSK is worse than
for PSK under the same SNR.
RFIC Design
2: Modulation and demodulation Slide 74
PSK
RFIC Design
2: Modulation and demodulation Slide 75
PSK
 PSK
 Differentially Coherent PSK (DPSK).
RFIC Design
2: Modulation and demodulation Slide 76
PSK generation
 The simplest means of realizing unfiltered binary
PSK is to switch the sign of the carrier using the
data signal, causing a 0 or 180 degree phase shift.
 Just as for ASK, this method of generation is not
well suited to obtaining a Nyquist filtered waveform.
– Owing to the difficulty in implementing bandpass
high frequency, high Q filters.
RFIC Design
2: Modulation and demodulation Slide 77
PSK generation
 If filtering is required, then linear multiplication must
be employed.
 The data stream to be pre-shaped at baseband prior
to the modulation process.
RFIC Design
2: Modulation and demodulation Slide 78
PSK Detection
 There is no non-coherent equivalent detection process for PSK,
 We need zero phase error for optimum detection and must re-
visit the whole area of carrier recovery.
 Note that if the phase error reaches 90 the output falls to zero!
RFIC Design
2: Modulation and demodulation Slide 79
Coherent BPSK
RFIC Design
2: Modulation and demodulation Slide 80
Binary Modulation
 Binary Modulation
0
2 d
E
SNR
N

2
1 2
[ ( ) ( )]
d
E p t p t dt


 

RFIC Design
2: Modulation and demodulation Slide 81
carrier recovery
RFIC Design
2: Modulation and demodulation Slide 82
The Costas loop
   
1
sin cos sin sin
2
     
 
   
 
   
1
cos sin sin sin
2
     
 
   
 
   
1
cos cos cos cos
2
     
 
   
 
   
1
sin sin cos cos
2
     
 
    
 
9
RFIC Design
2: Modulation and demodulation Slide 83
The Costas loop
 If qi-qo > 0 , then input of VCO will increase to trace
qi.
 Otherwise, it will operate inversely.
 Behave like a phase lock loop.
 LPF is used to enhance the stability of close loop.
Sin(qi-qo)
Vcoin
Enhance close loop
stability
9
RFIC Design
2: Modulation and demodulation Slide 84
Differential data coding
 FSK is possible to determine the frequency
corresponding to each bit.
 However, the phase of PSK relates to the time origin
and has no “absolute” meaning.
 Both Costas loop and squaring circuit suffer from
phase ambiguity.
 Training sequence in the head of packet is a
possible solution.
 Differential data coding : If the information lies in the
phase change from one bit to the next , then a time
origin is not required.
RFIC Design
2: Modulation and demodulation Slide 85
Excusive NOR
1
X
X
0
X
X
0
X X
1
X
X
 For XNOR
– If one of the input is 0, XNOR performs inverting
– If one of the input is 1, XNOR performs passing
 XOR Equation : Y = AB + AB
RFIC Design
2: Modulation and demodulation Slide 86
Excusive NOR
1
X
X
0
X
X
0
X X
1
X
X
 For XNOR
– If one of the input is 0, XNOR performs inverting
– If one of the input is 1, XNOR performs passing
 XOR Equation : Y = AB + AB
RFIC Design
2: Modulation and demodulation Slide 87
Differential data encoding
 Differentially Encoded.
 If the present input bit is a ONE, then the output
state of encoder does not change
RFIC Design
2: Modulation and demodulation Slide 88
Excusive NOR
1
0
1
0
1
1
1
1 1
0
1
0
 For XNOR
– If one of the input is the same, XNOR output 1.
– If one of the input is different , XNOR output 0.
RFIC Design
2: Modulation and demodulation Slide 89
Differential data decoding
 If the now state is the same as the previous stat of
input, then decoder outputs ONE.
 What if the encoded Data are inverted?
 Or the first bit is ambiguous?
RFIC Design
2: Modulation and demodulation Slide 90
Differential PSK (DPSK)
 Differential PSK (DPSK) is based on the same differential
encoding technique as used in DEPSK.
 Mixer or Multiplier behaves like a XNOR
 
 

 
1 1
1 1
if cos( ) cos( ),after filtering it output 1
if cos( ) cos( ),after filtering it output -1
t t
t t
RFIC Design
2: Modulation and demodulation Slide 91
Differential PSK (DPSK)
 It improves upon it by incorporating the differential decoding
task as part of the data demodulation task.
 It does away with the need for a 'carrier recovery' mechanism .
 It rolls 'coherent detection' and 'differential decoding' into one
operation.
 Clearly, this detection process is much simpler than that
required for true coherent PSK.
 DPSK is widely used in wired and radio modems for medium-
rate signalling (up to 4800 bps).
 DPSK, however, has a slightly poorer noise immunity than PSK
since the phase reference for DPSK is now a noisy delayed
version of the input signal rather than potentially a well-filtered,
virtually noiseless reference from a carrier recovery process.
RFIC Design
2: Modulation and demodulation Slide 92
BER & SNR
RFIC Design
2: Modulation and demodulation Slide 93
Noise
Time average of mean
Statistical average
  ( )
n
n E n n P n dn


  

RFIC Design
2: Modulation and demodulation Slide 94
Probability Density Function
 The PDF is defined as : Px(x)dx=probability that the
amplitude is between x and x+dx.
 Note that PDF does not tell us how fast the
waveform varies, that means no frequency relativity.
RFIC Design
2: Modulation and demodulation Slide 95
Gaussian distribution
 Central Limit Theorem : If many independent
random process with arbitrary PDFs are added, the
PDF of the sum approaches a Gaussian distribution
 Gaussian PDF:
where and m are the standard deviation and the
mean,respectively.
 Remember that 68% for the sampled values fall
between m- and m+ and
99% between m-3 and m+3
2
2
1 ( )
( ) exp
2
2
x
x m
p x

 
 


 
 
RFIC Design
2: Modulation and demodulation Slide 96
Power Spectral Density
 The PSD, Sn(f), of a random signal x(t) indicates
how much power the signal carries in a small
bandwidth around frequency f.
RFIC Design
2: Modulation and demodulation Slide 97
PDF and PSD
 PDF is statistical indication of how often the
amplitude of a random process falls in a given range
of values.
 PSD shows how much power the signal is expected
to contain in a small frequency interval.
 In general, the PDF and PSD bear no relationship.
 Thermal noise has a Gaussian PDF and white PSD.
 Flicker noise the same type of PDF but a PSD
proportional to 1/f.
RFIC Design
2: Modulation and demodulation Slide 98
PDF of Binary Modulation
RFIC Design
2: Modulation and demodulation Slide 99
BER calculation
 
  1
( )/ n
set u A







   2 1
2
1 ( )/ 2
1
2 exp
2
2
n
e e A A
p p d


 2 1
( )
2 n
A A
Q
1 2
2
1
1 2
( )/ 2 2
( )
1 1
exp
2 2
2
e A A
n
u A
p du




 
 

 

2
1
Q(x)= exp
2
2 x
u
du



2
1
exp
2
x 2
x
Q function is also called erfc function, which is
equal to ( 1-erf(x) )
RFIC Design
2: Modulation and demodulation Slide 100
BER calculation
 It demonstrates that BER is only concerned with SNR
 To gain a max SNR , E must be maximized too.
 
 
2
2 1
2 1
2
0
( ) ( )
2 2
2
e
n n
A A
A A E
p Q Q Q
N
 
 

  
  
 
 
2
2 1
2
0
( )
where,
/ 2
n
A A E
SNR
N


 
RFIC Design
2: Modulation and demodulation Slide 101
BER of Match filter
 It has been proved that Match filter has a maximum
 For a differential signal, it has been proven that
2
[ ( )] , is called the energy of the signal.
P P
where E p t dt E


 
max
0 /2
P
E
SNR
N

max
0 /2
d
E
SNR
N

2
1 2
[ ( ) ( )]
d
where E p t p t dt


 

,min
0
( )
2
d
e
E
p Q
N

d,Max 1 2
E when p (t)=-p (t)
RFIC Design
2: Modulation and demodulation Slide 102
Coherent BPSK
RFIC Design
2: Modulation and demodulation Slide 103
Coherent BPSK


 

2
1 2
according to [ ( ) ( )]
Ed p t p t dt




2
0
2
(2 cos )
2
b
T
C c
c b
A t dt
A T
 
 

 
 
2
0
Hence c b
e
A T
P Q
N

 

2
2
b 0
E ( cos )
2
b
T
c b
C
A T
A t dt
 
  
 
 
0
2
Hence b
e
E
P Q
N
Large Ac&Tb cause low Pe
RFIC Design
2: Modulation and demodulation Slide 104
Coherent FSK
RFIC Design
2: Modulation and demodulation Slide 105
Coherent FSK
 For the orthogonal set, we must have
 
   
   
  

 
 
 
  
1 2
For 1+ 2 >> 1- 2
sin( 1- 2) /( 1- 2) 0
( 1- 2)
1
1- 2 or
2
b
b
b b
T
T n
f f
T T
1 2
0
cos cos 0
b
T
t tdt
 
 

RFIC Design
2: Modulation and demodulation Slide 106
Coherent FSK


 

2
1 2
according to [ ( ) ( )]
Ed p t p t dt




  
 
  


2 2
1 1 1 2
1 1
2 2
1 2
2 2 2
[ ( ) 2 ( ) ( ) ( )]
& are orthogonal
= [ ( ) ( )]
1 1
2 2
C b C b C b
p t p t p t p t dt
p p
p t p t dt
A T A T A T
 
   
 
  
   
   
 
   
 
2
0 0 0
Finally,
2 2
d C b b
e
E A T E
P Q Q Q
N N N
RFIC Design
2: Modulation and demodulation Slide 107
Coherent FSK
 For a given probability of error and noise density, the
bit energy in BFSK must be twice that in BPSK.
 The minimum distance between the points in the
constellation is greater in BPSK.
 Recall that SNRmax=2Ed/N0, the value of Ed reach
its maximum if p1(t)=-p2(t), which is the case for
BPSK.
 BPSK has a 3-dB advantage over BFSK
 However, BFSK is widely used in low data rate
application where Eb can be maximized by allowing
a long Tb.
RFIC Design
2: Modulation and demodulation Slide 108
Quadrature Modulation
 It is often beneficial to subdivide a binary data
stream into pairs of two bits and perform the
Quadrature modulation:
RFIC Design
2: Modulation and demodulation Slide 109
Quadrature Modulation
 Quadrature modulation encompasses two broad
categories:
– Quadrature Phase Shift Keying (QPSK),
– Minimum Shift Keying (MSK)
QPSK
RFIC Design
2: Modulation and demodulation Slide 110
QPSK
RFIC Design
2: Modulation and demodulation Slide 111
QPSK
 QPSK has more adjacent point with smaller minimum distance
 It can be proved that BPSK and QPSK have nearly equal
probabilities of error of

0
( 2 / )
e b
P Q E N

( ) cos( / 4), ( ) cos
QPSK c c BPSK c c
x t A t k x t A t
  
   
( ) ( / 2)cos( ) ( / 2)sin( )
QPSK c c c c
x t A t A t
 
  
RFIC Design
2: Modulation and demodulation Slide 112
Phase transition
 Large phase (maximum 180 degrees) changes
occurs at the end of each symbol.
 Large phase transition causes large envelope
variation.(180 degree cross zero is worst).
 Such transition needs a linear power amplifier
RFIC Design
2: Modulation and demodulation Slide 113
OQPSK
 Offset QPSK remedies the drawback of QPSK
 The bit error rate and spectrum of OQPSK are
identical to those of QPSK
 Offset QPSK (OQPSK) delays one of the bit streams
after serial parallel conversion:
RFIC Design
2: Modulation and demodulation Slide 114
OQPSK
 Thus, A and B cannot simultaneously change state.
 a smoother transition here relaxes the linearity
requirement of the power amp.
 Maximum phase change is 90 degrees.
RFIC Design
2: Modulation and demodulation Slide 115
/4 QPSK
 The signal set consists of two QPSK schemes, one
shifted by π/4 with respect to the other:
 The spectrum and BER of it are identical to those of
QPSK
RFIC Design
2: Modulation and demodulation Slide 116
/4 QPSK
RFIC Design
2: Modulation and demodulation Slide 117
/4 QPSK
 Maximum phase change is 135 degree
RFIC Design
2: Modulation and demodulation Slide 118
Envelop variation of QPSK
 Quadrature Phase Shift Keying can be filtered using
raised cosine filters to achieve excellent out of band
suppression.
 Large envelope variations occur during phase
transitions, thus requiring linear amplification.
RFIC Design
2: Modulation and demodulation Slide 119
Envelope of PSK
 Bandlimiting Effect on the Envelope of PSK
RFIC Design
2: Modulation and demodulation Slide 120
Spectrum regrowth
Non-linear
Amplifier
RFIC Design
2: Modulation and demodulation Slide 121
MSK
 QPSK-series all suffer from a large phase change
when bit stream are transferred.
 large phase change leads to a wide spectrum.
 QPSK-series also presenting difficulties in the
design of power amplifiers.
 MSK is designed to solve this problem.It is a kind of
continuous phase modulation schemes.
RFIC Design
2: Modulation and demodulation Slide 122
Spectrum Comparison
 MSK (or GMSK) has wider but sharper baseband
spectrum
RFIC Design
2: Modulation and demodulation Slide 123
MSK Generation
 From the view of frequency. MSK is a subset of FSK,
which satisfies the following condition:
 
Hence, phase change is within one b
f T T
   0.5
b
f T
RFIC Design
2: Modulation and demodulation Slide 124
MSK Generation
 From the view of phase
 Within 1 Tb , C or D has 90 phase change and x(t)
experiences 180 phase change.
RFIC Design
2: Modulation and demodulation Slide 125
MSK Generation
 MSK modulation by Quadrature modulation:
 Note that am changes only at (2k+1)Tb and am+1
changes at (2k * Tb )
 For examples, am+1 goes from +1 to –1 and am are 1.
Please recall trigonometric function

    

  
1 1 1 1
( ) cos cos sin sin ,where
2
MSK m c m c
b
y t a t t a t t
T
 
1 1
(2 1) 1 1 1
(from Tb to 2Tb) 1
( ) goes from cos( ) to cos ( )
set (2 1)
( ) ( ) 2 2 0
2
(2Tb-Tb) = - 90
2
c c
b
t k Tb c c b
b
o
y t t t
t K T
t t t T
T
    

          

 
 
  
 
                 
    
RFIC Design
2: Modulation and demodulation Slide 126
MSK
 MSK exhibiting the same error rate as QPSK with
sharper decay in its spectrum than the retangular-
pulse QPSK family.
 The smooth phase transitions in MSK lower the
signal power in the sidelobes of the spectrum
 But widens the main lobe.
 MSK spectrum has a decay proportional to
4
f
RFIC Design
2: Modulation and demodulation Slide 127
Phase change
 Phase change of MSK and GMSK
– All continuous in phase domain
– MSK is discontinuous in frequency domain
RFIC Design
2: Modulation and demodulation Slide 128
GMSK
 Generation of GMSK signal
RFIC Design
2: Modulation and demodulation Slide 129
Gaussian filter
 In MSK , the BT is infinity and this allows the square
bit transients to directly modulate the VCO.
 BT is 3dB bandwidth symbol time product
 If BT is less than 0.3, some form of combating the
ISI is required.
RFIC Design
2: Modulation and demodulation Slide 130
GMSK
 Lowe BT
– Narrow BW
– Sever ISI Problem
RFIC Design
2: Modulation and demodulation Slide 131
Reference
 B. Razavi, “RF Microelectronics,” Upper Saddle
River: Prentice-Hall,1998.
 Andy Bateman, “Digital Communications: Design for
the Real World,” Addison-Wesley.

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lecture2.ppt

  • 2. RFIC Design 2: Modulation and demodulation Slide 2 Outline  Analog system  Analog/Digital system  AM,FM  ASK, FSK, PSK
  • 3. RFIC Design 2: Modulation and demodulation Slide 3 Analog System
  • 4. RFIC Design 2: Modulation and demodulation Slide 4 Analog/Digital System
  • 5. RFIC Design 2: Modulation and demodulation Slide 5 Why modulation  Antenna Issue  Spectrum allocation (FCC)  Bandwidth efficiency  Against Noise  Signal Quality
  • 6. RFIC Design 2: Modulation and demodulation Slide 6 Analog Modulation
  • 7. RFIC Design 2: Modulation and demodulation Slide 7 AM
  • 8. RFIC Design 2: Modulation and demodulation Slide 8 Amplitude Modulation  Amplitude modulation
  • 9. RFIC Design 2: Modulation and demodulation Slide 9 Amplitude Modulation  AM – Sensitive to additive noise. – Requires linear PA ( ) [1 ( )]cos AM BB c x t Ac mx t t   
  • 10. RFIC Design 2: Modulation and demodulation Slide 10 AM Detector  Coherent demodulation or Envelop detector  The envelop of the modulated waveform does not cross zero ( ) 1 ( ) AM BB x t mx t  
  • 11. RFIC Design 2: Modulation and demodulation Slide 11 DSC-SC
  • 12. RFIC Design 2: Modulation and demodulation Slide 12 DSC-suppress carrier  Suppose ( ) cos x x x t A t  
  • 13. RFIC Design 2: Modulation and demodulation Slide 13 DSC-SC Demodulation  DSC-SC Demodulation DSB-SC demodulation :
  • 14. RFIC Design 2: Modulation and demodulation Slide 14 Angle Modulation  FM & PM ( ) cos ( ) FM c c BB x t A t m x t dt           ( ) cos ( ) PM c c BB x t A t mx t   
  • 15. RFIC Design 2: Modulation and demodulation Slide 15 FM
  • 16. RFIC Design 2: Modulation and demodulation Slide 16 FM Modulator  VCO can be a FM modulator  phase is an integral form of frequency  VCO frequency is determined by value of the Inductor, which is modulated by XBB(t). ( ) cos ( ) FM c c BB x t A t m x t dt        
  • 17. RFIC Design 2: Modulation and demodulation Slide 17 Simple FM Demodulator  Simple FM Demodulator : – Differentiator – High pass filter       1 1 ( ) [ ( )]sin[ ( ) ] out c c BB c BB v t A R C mx t t m x t dt
  • 18. RFIC Design 2: Modulation and demodulation Slide 18 Quiz  Why a high pass filter is a kind of differentiator?  What will happen if driving a square wave to high pass filter? 1 1 1 1 1/ 1 R R sC Vout Vin sC R R sC     •Electronics view : •Mathematics view :
  • 19. RFIC Design 2: Modulation and demodulation Slide 19 FM Demodulation
  • 20. RFIC Design 2: Modulation and demodulation Slide 20 Narrow Bandwidth FM (1)  If << 1 rad ( ) cos ( ) FM c c BB x t A t m x t dt         , ( ) cos (sin ) ( ) FM NB c c c c BB x t A t A m t x t dt       ( ) BB m x t dt
  • 21. RFIC Design 2: Modulation and demodulation Slide 21 Narrow Bandwidth FM (2)  Single tone test , if   ( ) cos BB m m x t A t ( ) cos ( ) FM c c BB x t A t m x t dt        
  • 22. RFIC Design 2: Modulation and demodulation Slide 22 Narrow Bandwidth FM  NBFM Spectrum
  • 23. RFIC Design 2: Modulation and demodulation Slide 23 FM spectrum  Bessel Function ( ) cos BB m m x t A t   ( ) cos[ ( / )sin ] FM C C m m m x t A t mA t      ( ) ( )cos( ) FM C n C m n x t A J n t         m m mA    0 1 If << 1 rad ( ) 1 , ( ) Narrow Band FM 2 ( ) 0 for 1 n J J J n                   
  • 24. RFIC Design 2: Modulation and demodulation Slide 24 FM spectrum ( ) ( )cos( ) FM C n C m n x t A J n t        
  • 25. RFIC Design 2: Modulation and demodulation Slide 25 Carson’s rule  Carson’s rule : If the bandwidth of FM ( ) is defined as containing 98% signal power, the following formula is derived 2( 1) FM BB BW BW    FM BW
  • 26. RFIC Design 2: Modulation and demodulation Slide 26 Pre-emphasis of FM  FM modulation is a low pass filter  FM demodulation is a high pass filter  In order to avoid amplifier the noise at high frequency, a de-emphasis action will help to suppress the high frequency noise. mod
  • 27. RFIC Design 2: Modulation and demodulation Slide 27 Digital Modulation
  • 28. RFIC Design 2: Modulation and demodulation Slide 28 Digital Modulations  ASK, PSK, FSK
  • 29. RFIC Design 2: Modulation and demodulation Slide 29 Digital Modulations n n cos , if b 1 ( ) 0 ,if b 0 c ASK A t x t        1 n n cos , if b 1 ( ) cos 2 ,if b 0 FSK A t x t A t         1 n 1 n cos , if b 1 ( ) cos ,if b 0 PSK A t x t A t         
  • 30. RFIC Design 2: Modulation and demodulation Slide 30 Constellation
  • 31. RFIC Design 2: Modulation and demodulation Slide 31 Digital demodulation  Peak value sampling
  • 32. RFIC Design 2: Modulation and demodulation Slide 32 Digital demodulation  Integration over one bit prior to sampling
  • 33. RFIC Design 2: Modulation and demodulation Slide 33 Optimal detection  Implemented by Matched filter  Input comes with an additive white noise n(t)  To achieve a maximal input signal power or SNR for input x(t) . The following formula is derived. * h(t)=p ( ) p( ) b b T t T t   
  • 34. RFIC Design 2: Modulation and demodulation Slide 34 Optimal detection  Optimal detection using a correlator                      b 0 ( ) ( ) ( ) ,where h(t)=p(T ) for optimization ( ) ( ) ( ) ( ) b b b T y T x h T d t x p d x p d
  • 35. RFIC Design 2: Modulation and demodulation Slide 35 Optimal detection
  • 36. RFIC Design 2: Modulation and demodulation Slide 36 ASK modulation
  • 37. RFIC Design 2: Modulation and demodulation Slide 37 ASK  The simplest form of bandpass data modulation is Amplitude Shift Keying (ASK).  In binary ASK, where only two symbol states are needed, the carrier is simply turned on or off.  ASK is sometimes referred to as ON-OFF Keying (OOK).
  • 38. RFIC Design 2: Modulation and demodulation Slide 38 Symmetry in ASK  Consider a single frequency component, cos (wmt), from within the baseband spectrum, and perform the mathematical multiplication with the carrier, cos (w c t), the modulated signal becomes:  cos (wmt) x cos( w c t) = 0.5 cos (w c – wm)t + 0.5 cos (w c + wm)t  The modulated spectrum for this sample component becomes two identical components symmetrically as AM. Single tone test
  • 39. RFIC Design 2: Modulation and demodulation Slide 39 ASK data spectrum  This ASK spectrum is a double sideband spectrum  It has an upper and lower sideband with respect to the carrier.  If we now include all the components in the baseband stream which will mix with the carrier to generate a frequency sum(+) and difference(-) component, then 1. resulting spectrum is symmetrical about the carrier frequency then 2. spectrum is with a positive and reversed image of the baseband 'sinc' spectrum for an unfiltered binary data stream. Data stream in
  • 40. RFIC Design 2: Modulation and demodulation Slide 40 ASK Spectrum  What would ASK spectrum look like ? – Is it only a Sinc-shaped function?
  • 41. RFIC Design 2: Modulation and demodulation Slide 41 Spectrum of a data pulse  The spectrum of a single pulse is a Sinc function
  • 42. RFIC Design 2: Modulation and demodulation Slide 42 Spectrum of pulse train  Sampling in time domain will cause baseband spectrum repeated periodically.  Sampling in frequency domain will cause the pulse waveform in time repeated periodically.
  • 43. RFIC Design 2: Modulation and demodulation Slide 43 Factors affecting signal bandwidth  Reducing the width of the pulse but keeping the period of the waveform constant results in – the lower harmonic levels – an increase in the level of the higher harmonics
  • 44. RFIC Design 2: Modulation and demodulation Slide 44 Impulse train  What should the impulse train look like?
  • 45. RFIC Design 2: Modulation and demodulation Slide 45 Smooth transition  Because the sharp changes in waveform can only be constructed from a large number of low-level high frequency sinusoids in a Fourier series expansion.  So a waveform which has sharp transitions in the time domain will have a higher harmonic content than smooth transitions.  Hence, modulation that possess smooth pulse shapes between symbol states are to be favored when bandwidth is limited.
  • 46. RFIC Design 2: Modulation and demodulation Slide 46 Nyquist filters  A commonly used pulse-shaping method is to pass the data stream through a low pass filter having a raised cosine response.  The raised cosine filter belongs to a family of filters called Nyquist filters .  It also reduces ISI problem.
  • 47. RFIC Design 2: Modulation and demodulation Slide 47 Spectrum of Data stream  Fourier Series Expansion
  • 48. RFIC Design 2: Modulation and demodulation Slide 48 Generation of ASK modulated signals  A simpler alternative, particularly for binary ASK, is to use a switch to gate the carrier on and off, driven by the data signal.
  • 49. RFIC Design 2: Modulation and demodulation Slide 49 Baseband filtering method  Where can we put the filter to reduce spectrum? – Before the Mixer or after the Mixer?  Using a low pass (root raised cosine) filter.
  • 50. RFIC Design 2: Modulation and demodulation Slide 50 Bandpass filtering method  In order to minimize the occupied bandwidth of the transmitted ASK signal, filtering or pulse shaping is required either prior to or after modulation onto a carrier.  The switching method of ASK generation does not allow any pre-filtering of the modulating baseband symbol stream, as the switch is a non-linear process
  • 51. RFIC Design 2: Modulation and demodulation Slide 51 Non-coherent detection  ∵With ASK, the information is conveyed in the amplitude or envelope of the modulated carrier signal. ∴ the data can thus be recovered using an envelope detector.  An simplest envelope detector comprises a diode rectifier and smoothing filter – non-coherent detector.
  • 52. RFIC Design 2: Modulation and demodulation Slide 52 Non-coherent detection  If quadrature versions of the modulated carrier signal are available in the receiver, that is,a(t) cos wct and a(t) sin wct (where a(t) represents the data imposed amplitude modulation).  Mathematically we get: a(t)2 cos2wct + a(t)2 sin2wct = a(t)2 (cos2wct + sin2wct) = a(t)2
  • 53. RFIC Design 2: Modulation and demodulation Slide 53 ASK Coherent detection  Representing the modulated data signal as a(t) cos wct and the reference carrier as cos(wct + q) , the mixer output becomes: a(t) cos wct cos(wct + q) = 0.5 a(t)cos(q) + 0.5 a(t)cos(2wct + q)  If the carrier is phase coherent with the incoming modulated carrier signal (that is, there is no frequency or phase difference between them, q = 0o), then the output is proportional to a(t) and perfect detection is achieved.
  • 54. RFIC Design 2: Modulation and demodulation Slide 54 ASK Coherent detection  If q = 90o, then cos(90o) = 0 and no output is obtained!  It is thus essential to ensure that the carrier oscillator in the receive modem unit is in some way phase-locked to the carrier oscillator in the transmitter modem.  Although coherent detection appears much more complicated than non-coherent detection, it is able to recover the data signal more accurately in the presence of noise.
  • 55. RFIC Design 2: Modulation and demodulation Slide 55 Carrier recovery for ASK  It is beneficial to use coherent detection of ASK  means of recovering the carrier frequency and phase from the incoming data signal is needed.  A technique that is well suited to this task is the phase-locked loop (PLL)  Issues: – input referred noise – Off state
  • 56. RFIC Design 2: Modulation and demodulation Slide 56 Coherent Matched filter  Matched filtering of baseband data signals is for optimizing the signal to noise ratio at the output of a data receiver.  Matched filtering is applicable to bandpass modulation detection.  A matched filter pair such as the root raised cosine filters can thus be used to – shape the source and – received baseband data symbols in ASK,
  • 57. RFIC Design 2: Modulation and demodulation Slide 57 Symbol timing recovery  Pulse shaping for minimum inter symbol interference highlighted the need for accurate timing of the sampling point within each symbol.  A common symbol timing circuit is the early-late gate synchronizer.  This circuit works on the basis that the optimum point to sample the signal at the output of a matched filter detector is when the signal is at its maximum.
  • 58. RFIC Design 2: Modulation and demodulation Slide 58 Symbol timing recovery  early-late gate synchronizer
  • 59. RFIC Design 2: Modulation and demodulation Slide 59 vector diagram  view the phasor or vector diagram representation of ASK  A vector diagram maps the amplitude of a signal by the length of the line on the vector diagram, and maps the instantaneous phase by the angle of the line with respect to a horizontal reference frequency and phase
  • 60. RFIC Design 2: Modulation and demodulation Slide 60 Coherent detection vs non-coherent detection  Let us now consider the case of detecting the ASK signal in the presence of noise. For simplicity we will assume that the carrier is in the 'off' state and that we have a specific noise component of length N and phase 60 degree  The non-coherent detector, – which is performing amplitude detection, is simply measuring the length of the composite (ASK + Noise) vector regardless of the vector phase. It would thus produce an output voltage proportional to N, the noise vector length.  The coherent detector, – acts by mixing the incoming signal with the reference carrier cos wt. The result is that the voltage at the detector output due to the noise is reduced by a factor cos(60o) = 0.5 and is thus proportional to N/2.
  • 61. RFIC Design 2: Modulation and demodulation Slide 61 Coherent detection vs non-coherent detection  On average, the coherent detection method reduces the noise voltage out of the detector by a factor of root 2 and the noise power by 2.  In other words, coherent detection of ASK can tolerate 3 dB more noise than non-coherent ASK for the same likelihood of detection error.
  • 62. RFIC Design 2: Modulation and demodulation Slide 62 BER performance of ASK  The Eb/N0 value is for the average symbol power which is 3 dB less than the peak symbol power for ASK (the carrier is off for approximately half of the transmitted symbols).
  • 63. RFIC Design 2: Modulation and demodulation Slide 63 FSK
  • 64. RFIC Design 2: Modulation and demodulation Slide 64 FSK  Simple both to generate and to detect  An important property of FSK is that the amplitude of the modulated wave is constant.
  • 65. RFIC Design 2: Modulation and demodulation Slide 65 FSK generation  FSK can be generated by switching between distinct frequency sources.  Any phase discontinuity at the symbol boundary will result in a much greater prominence of high frequency terms in the spectrum
  • 66. RFIC Design 2: Modulation and demodulation Slide 66 FSK generation  FSK can be realized by applying the data signal to a voltage controlled oscillator (VCO) .  The phase transition between consecutive symbol states is guaranteed to be smooth (continuous).  FSK with no phase discontinuity between symbols is known as a Continuous Phase Frequency Shift Keying (CPFSK) format.
  • 67. RFIC Design 2: Modulation and demodulation Slide 67 Vector modulator  Vector modulator or quadrature (正交) modulator  To generate FSK requires the generation of two symbols, one at a frequency (c + 1) and one at a frequency (c – 1).  In order to generate a frequency shift of + 1 at the output of the vector modulator, the I and Q inputs need to be fed with +/-cos 1 and sin 1, respectively. sin(α+β)=sinαcosβ+cosαsinβ sin(α-β)=sinαcosβ-cosαsinβ
  • 68. RFIC Design 2: Modulation and demodulation Slide 68 Spectrum of FSK  The spectrum of the FSK signal is not as easy to derive as that for ASK because the FSK generation process is non-linear.  An approximation can be obtained by plotting the spectra for two ASK streams centered on the respective carrier frequencies
  • 69. RFIC Design 2: Modulation and demodulation Slide 69 Noncoherent FSK Detection  More widely used in RF design owing to their lesser complexity.
  • 70. RFIC Design 2: Modulation and demodulation Slide 70 PLL-based FSK detection  VCO control voltage must change in order for the PLL to track and lock onto a new input frequency.  It provides a direct measure of the input signal frequency for each symbol in the FSK stream.
  • 71. RFIC Design 2: Modulation and demodulation Slide 71 FSK Coherent Detection  Coherent detection schemes require phase synchronization  Coherent detectors are usually based on the matched filter concept  Providing a lower BER than noncoherent
  • 72. RFIC Design 2: Modulation and demodulation Slide 72 BER
  • 73. RFIC Design 2: Modulation and demodulation Slide 73 Comparison  Advantages of FSK – FSK is a constant envelope modulation, and hence insensitive to amplitude (gain) variations in the channel – Compatible with non-linear transmitter and receiver systems. – The detection of FSK can be based on relative frequency changes between symbol states and thus does not require absolute frequency accuracy in the channel. – (FSK is thus relatively tolerant to local oscillator drift and Doppler shift.)  Disadvantages of FSK – FSK is slightly less bandwidth efficient than ASK or PSK (excluding MSK implementation). – The bit/symbol error rate performance of FSK is worse than for PSK under the same SNR.
  • 74. RFIC Design 2: Modulation and demodulation Slide 74 PSK
  • 75. RFIC Design 2: Modulation and demodulation Slide 75 PSK  PSK  Differentially Coherent PSK (DPSK).
  • 76. RFIC Design 2: Modulation and demodulation Slide 76 PSK generation  The simplest means of realizing unfiltered binary PSK is to switch the sign of the carrier using the data signal, causing a 0 or 180 degree phase shift.  Just as for ASK, this method of generation is not well suited to obtaining a Nyquist filtered waveform. – Owing to the difficulty in implementing bandpass high frequency, high Q filters.
  • 77. RFIC Design 2: Modulation and demodulation Slide 77 PSK generation  If filtering is required, then linear multiplication must be employed.  The data stream to be pre-shaped at baseband prior to the modulation process.
  • 78. RFIC Design 2: Modulation and demodulation Slide 78 PSK Detection  There is no non-coherent equivalent detection process for PSK,  We need zero phase error for optimum detection and must re- visit the whole area of carrier recovery.  Note that if the phase error reaches 90 the output falls to zero!
  • 79. RFIC Design 2: Modulation and demodulation Slide 79 Coherent BPSK
  • 80. RFIC Design 2: Modulation and demodulation Slide 80 Binary Modulation  Binary Modulation 0 2 d E SNR N  2 1 2 [ ( ) ( )] d E p t p t dt     
  • 81. RFIC Design 2: Modulation and demodulation Slide 81 carrier recovery
  • 82. RFIC Design 2: Modulation and demodulation Slide 82 The Costas loop     1 sin cos sin sin 2                   1 cos sin sin sin 2                   1 cos cos cos cos 2                   1 sin sin cos cos 2                9
  • 83. RFIC Design 2: Modulation and demodulation Slide 83 The Costas loop  If qi-qo > 0 , then input of VCO will increase to trace qi.  Otherwise, it will operate inversely.  Behave like a phase lock loop.  LPF is used to enhance the stability of close loop. Sin(qi-qo) Vcoin Enhance close loop stability 9
  • 84. RFIC Design 2: Modulation and demodulation Slide 84 Differential data coding  FSK is possible to determine the frequency corresponding to each bit.  However, the phase of PSK relates to the time origin and has no “absolute” meaning.  Both Costas loop and squaring circuit suffer from phase ambiguity.  Training sequence in the head of packet is a possible solution.  Differential data coding : If the information lies in the phase change from one bit to the next , then a time origin is not required.
  • 85. RFIC Design 2: Modulation and demodulation Slide 85 Excusive NOR 1 X X 0 X X 0 X X 1 X X  For XNOR – If one of the input is 0, XNOR performs inverting – If one of the input is 1, XNOR performs passing  XOR Equation : Y = AB + AB
  • 86. RFIC Design 2: Modulation and demodulation Slide 86 Excusive NOR 1 X X 0 X X 0 X X 1 X X  For XNOR – If one of the input is 0, XNOR performs inverting – If one of the input is 1, XNOR performs passing  XOR Equation : Y = AB + AB
  • 87. RFIC Design 2: Modulation and demodulation Slide 87 Differential data encoding  Differentially Encoded.  If the present input bit is a ONE, then the output state of encoder does not change
  • 88. RFIC Design 2: Modulation and demodulation Slide 88 Excusive NOR 1 0 1 0 1 1 1 1 1 0 1 0  For XNOR – If one of the input is the same, XNOR output 1. – If one of the input is different , XNOR output 0.
  • 89. RFIC Design 2: Modulation and demodulation Slide 89 Differential data decoding  If the now state is the same as the previous stat of input, then decoder outputs ONE.  What if the encoded Data are inverted?  Or the first bit is ambiguous?
  • 90. RFIC Design 2: Modulation and demodulation Slide 90 Differential PSK (DPSK)  Differential PSK (DPSK) is based on the same differential encoding technique as used in DEPSK.  Mixer or Multiplier behaves like a XNOR        1 1 1 1 if cos( ) cos( ),after filtering it output 1 if cos( ) cos( ),after filtering it output -1 t t t t
  • 91. RFIC Design 2: Modulation and demodulation Slide 91 Differential PSK (DPSK)  It improves upon it by incorporating the differential decoding task as part of the data demodulation task.  It does away with the need for a 'carrier recovery' mechanism .  It rolls 'coherent detection' and 'differential decoding' into one operation.  Clearly, this detection process is much simpler than that required for true coherent PSK.  DPSK is widely used in wired and radio modems for medium- rate signalling (up to 4800 bps).  DPSK, however, has a slightly poorer noise immunity than PSK since the phase reference for DPSK is now a noisy delayed version of the input signal rather than potentially a well-filtered, virtually noiseless reference from a carrier recovery process.
  • 92. RFIC Design 2: Modulation and demodulation Slide 92 BER & SNR
  • 93. RFIC Design 2: Modulation and demodulation Slide 93 Noise Time average of mean Statistical average   ( ) n n E n n P n dn      
  • 94. RFIC Design 2: Modulation and demodulation Slide 94 Probability Density Function  The PDF is defined as : Px(x)dx=probability that the amplitude is between x and x+dx.  Note that PDF does not tell us how fast the waveform varies, that means no frequency relativity.
  • 95. RFIC Design 2: Modulation and demodulation Slide 95 Gaussian distribution  Central Limit Theorem : If many independent random process with arbitrary PDFs are added, the PDF of the sum approaches a Gaussian distribution  Gaussian PDF: where and m are the standard deviation and the mean,respectively.  Remember that 68% for the sampled values fall between m- and m+ and 99% between m-3 and m+3 2 2 1 ( ) ( ) exp 2 2 x x m p x           
  • 96. RFIC Design 2: Modulation and demodulation Slide 96 Power Spectral Density  The PSD, Sn(f), of a random signal x(t) indicates how much power the signal carries in a small bandwidth around frequency f.
  • 97. RFIC Design 2: Modulation and demodulation Slide 97 PDF and PSD  PDF is statistical indication of how often the amplitude of a random process falls in a given range of values.  PSD shows how much power the signal is expected to contain in a small frequency interval.  In general, the PDF and PSD bear no relationship.  Thermal noise has a Gaussian PDF and white PSD.  Flicker noise the same type of PDF but a PSD proportional to 1/f.
  • 98. RFIC Design 2: Modulation and demodulation Slide 98 PDF of Binary Modulation
  • 99. RFIC Design 2: Modulation and demodulation Slide 99 BER calculation     1 ( )/ n set u A           2 1 2 1 ( )/ 2 1 2 exp 2 2 n e e A A p p d    2 1 ( ) 2 n A A Q 1 2 2 1 1 2 ( )/ 2 2 ( ) 1 1 exp 2 2 2 e A A n u A p du             2 1 Q(x)= exp 2 2 x u du    2 1 exp 2 x 2 x Q function is also called erfc function, which is equal to ( 1-erf(x) )
  • 100. RFIC Design 2: Modulation and demodulation Slide 100 BER calculation  It demonstrates that BER is only concerned with SNR  To gain a max SNR , E must be maximized too.     2 2 1 2 1 2 0 ( ) ( ) 2 2 2 e n n A A A A E p Q Q Q N                2 2 1 2 0 ( ) where, / 2 n A A E SNR N    
  • 101. RFIC Design 2: Modulation and demodulation Slide 101 BER of Match filter  It has been proved that Match filter has a maximum  For a differential signal, it has been proven that 2 [ ( )] , is called the energy of the signal. P P where E p t dt E     max 0 /2 P E SNR N  max 0 /2 d E SNR N  2 1 2 [ ( ) ( )] d where E p t p t dt      ,min 0 ( ) 2 d e E p Q N  d,Max 1 2 E when p (t)=-p (t)
  • 102. RFIC Design 2: Modulation and demodulation Slide 102 Coherent BPSK
  • 103. RFIC Design 2: Modulation and demodulation Slide 103 Coherent BPSK      2 1 2 according to [ ( ) ( )] Ed p t p t dt     2 0 2 (2 cos ) 2 b T C c c b A t dt A T          2 0 Hence c b e A T P Q N     2 2 b 0 E ( cos ) 2 b T c b C A T A t dt          0 2 Hence b e E P Q N Large Ac&Tb cause low Pe
  • 104. RFIC Design 2: Modulation and demodulation Slide 104 Coherent FSK
  • 105. RFIC Design 2: Modulation and demodulation Slide 105 Coherent FSK  For the orthogonal set, we must have                        1 2 For 1+ 2 >> 1- 2 sin( 1- 2) /( 1- 2) 0 ( 1- 2) 1 1- 2 or 2 b b b b T T n f f T T 1 2 0 cos cos 0 b T t tdt     
  • 106. RFIC Design 2: Modulation and demodulation Slide 106 Coherent FSK      2 1 2 according to [ ( ) ( )] Ed p t p t dt               2 2 1 1 1 2 1 1 2 2 1 2 2 2 2 [ ( ) 2 ( ) ( ) ( )] & are orthogonal = [ ( ) ( )] 1 1 2 2 C b C b C b p t p t p t p t dt p p p t p t dt A T A T A T                            2 0 0 0 Finally, 2 2 d C b b e E A T E P Q Q Q N N N
  • 107. RFIC Design 2: Modulation and demodulation Slide 107 Coherent FSK  For a given probability of error and noise density, the bit energy in BFSK must be twice that in BPSK.  The minimum distance between the points in the constellation is greater in BPSK.  Recall that SNRmax=2Ed/N0, the value of Ed reach its maximum if p1(t)=-p2(t), which is the case for BPSK.  BPSK has a 3-dB advantage over BFSK  However, BFSK is widely used in low data rate application where Eb can be maximized by allowing a long Tb.
  • 108. RFIC Design 2: Modulation and demodulation Slide 108 Quadrature Modulation  It is often beneficial to subdivide a binary data stream into pairs of two bits and perform the Quadrature modulation:
  • 109. RFIC Design 2: Modulation and demodulation Slide 109 Quadrature Modulation  Quadrature modulation encompasses two broad categories: – Quadrature Phase Shift Keying (QPSK), – Minimum Shift Keying (MSK) QPSK
  • 110. RFIC Design 2: Modulation and demodulation Slide 110 QPSK
  • 111. RFIC Design 2: Modulation and demodulation Slide 111 QPSK  QPSK has more adjacent point with smaller minimum distance  It can be proved that BPSK and QPSK have nearly equal probabilities of error of  0 ( 2 / ) e b P Q E N  ( ) cos( / 4), ( ) cos QPSK c c BPSK c c x t A t k x t A t        ( ) ( / 2)cos( ) ( / 2)sin( ) QPSK c c c c x t A t A t     
  • 112. RFIC Design 2: Modulation and demodulation Slide 112 Phase transition  Large phase (maximum 180 degrees) changes occurs at the end of each symbol.  Large phase transition causes large envelope variation.(180 degree cross zero is worst).  Such transition needs a linear power amplifier
  • 113. RFIC Design 2: Modulation and demodulation Slide 113 OQPSK  Offset QPSK remedies the drawback of QPSK  The bit error rate and spectrum of OQPSK are identical to those of QPSK  Offset QPSK (OQPSK) delays one of the bit streams after serial parallel conversion:
  • 114. RFIC Design 2: Modulation and demodulation Slide 114 OQPSK  Thus, A and B cannot simultaneously change state.  a smoother transition here relaxes the linearity requirement of the power amp.  Maximum phase change is 90 degrees.
  • 115. RFIC Design 2: Modulation and demodulation Slide 115 /4 QPSK  The signal set consists of two QPSK schemes, one shifted by π/4 with respect to the other:  The spectrum and BER of it are identical to those of QPSK
  • 116. RFIC Design 2: Modulation and demodulation Slide 116 /4 QPSK
  • 117. RFIC Design 2: Modulation and demodulation Slide 117 /4 QPSK  Maximum phase change is 135 degree
  • 118. RFIC Design 2: Modulation and demodulation Slide 118 Envelop variation of QPSK  Quadrature Phase Shift Keying can be filtered using raised cosine filters to achieve excellent out of band suppression.  Large envelope variations occur during phase transitions, thus requiring linear amplification.
  • 119. RFIC Design 2: Modulation and demodulation Slide 119 Envelope of PSK  Bandlimiting Effect on the Envelope of PSK
  • 120. RFIC Design 2: Modulation and demodulation Slide 120 Spectrum regrowth Non-linear Amplifier
  • 121. RFIC Design 2: Modulation and demodulation Slide 121 MSK  QPSK-series all suffer from a large phase change when bit stream are transferred.  large phase change leads to a wide spectrum.  QPSK-series also presenting difficulties in the design of power amplifiers.  MSK is designed to solve this problem.It is a kind of continuous phase modulation schemes.
  • 122. RFIC Design 2: Modulation and demodulation Slide 122 Spectrum Comparison  MSK (or GMSK) has wider but sharper baseband spectrum
  • 123. RFIC Design 2: Modulation and demodulation Slide 123 MSK Generation  From the view of frequency. MSK is a subset of FSK, which satisfies the following condition:   Hence, phase change is within one b f T T    0.5 b f T
  • 124. RFIC Design 2: Modulation and demodulation Slide 124 MSK Generation  From the view of phase  Within 1 Tb , C or D has 90 phase change and x(t) experiences 180 phase change.
  • 125. RFIC Design 2: Modulation and demodulation Slide 125 MSK Generation  MSK modulation by Quadrature modulation:  Note that am changes only at (2k+1)Tb and am+1 changes at (2k * Tb )  For examples, am+1 goes from +1 to –1 and am are 1. Please recall trigonometric function           1 1 1 1 ( ) cos cos sin sin ,where 2 MSK m c m c b y t a t t a t t T   1 1 (2 1) 1 1 1 (from Tb to 2Tb) 1 ( ) goes from cos( ) to cos ( ) set (2 1) ( ) ( ) 2 2 0 2 (2Tb-Tb) = - 90 2 c c b t k Tb c c b b o y t t t t K T t t t T T                                                  
  • 126. RFIC Design 2: Modulation and demodulation Slide 126 MSK  MSK exhibiting the same error rate as QPSK with sharper decay in its spectrum than the retangular- pulse QPSK family.  The smooth phase transitions in MSK lower the signal power in the sidelobes of the spectrum  But widens the main lobe.  MSK spectrum has a decay proportional to 4 f
  • 127. RFIC Design 2: Modulation and demodulation Slide 127 Phase change  Phase change of MSK and GMSK – All continuous in phase domain – MSK is discontinuous in frequency domain
  • 128. RFIC Design 2: Modulation and demodulation Slide 128 GMSK  Generation of GMSK signal
  • 129. RFIC Design 2: Modulation and demodulation Slide 129 Gaussian filter  In MSK , the BT is infinity and this allows the square bit transients to directly modulate the VCO.  BT is 3dB bandwidth symbol time product  If BT is less than 0.3, some form of combating the ISI is required.
  • 130. RFIC Design 2: Modulation and demodulation Slide 130 GMSK  Lowe BT – Narrow BW – Sever ISI Problem
  • 131. RFIC Design 2: Modulation and demodulation Slide 131 Reference  B. Razavi, “RF Microelectronics,” Upper Saddle River: Prentice-Hall,1998.  Andy Bateman, “Digital Communications: Design for the Real World,” Addison-Wesley.