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Gurpreet Singh, Atinderpal Singh, Anantdeep Kaur / International Journal of Engineering
              Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com
                      Vol. 2, Issue 5, September- October 2012, pp.1607-1610
     Performance Evaluation of Aodv and Dsr Routing Protocols for
               VBR Traffic in Mobile Adhoc Networks
               Gurpreet Singh #1, Atinderpal Singh#, Anantdeep Kaur*
                      #
                     Department of CSE & IT, BBSBEC, Fatehgarh Sahib, Punjab, India
                 *Assistant Professor (Management & IT), SBSSTC, Ferozepur, Punjab, India


Abstract
         Mobile Ad hoc network (MANETs) is               evaluated for multimedia data in a multihop mobile
rapidly growing as an important area of wireless         network by taking different performance metrics. In
communication with the revolutionary inventions          this paper, we will evaluate the performance of two
in the mobile devices. Efficient routing protocols       reactive protocols AODV and DSR by taking the
make MANETs reliable. Despite the considerable           VBR multimedia transmission in a multihop mobile
simulation works, still more investigation is            network. The mobility scenario simulates the
required in the performance evaluation of                environment of a modern city, where mobile nodes
routing protocols for multimedia traffic                 are connected to each other and communicates.
especially Variable Bit Rate(VBR).In this paper,            This paper is organized as follows: The next
we will conduct a number of simulations for the          section presents the main Ad hoc routing protocols
performance evaluation of two popular routing            AODV and DSR that are used in the performance
protocols of MANET, namely AODV and DSR,                 evaluation process. Section III presents the
for VBR multimedia traffic using Real Time               simulation set up and the performance evaluation
Protocol(RTP).We       will     investigate    the       metrics. In section IV, we present the simulation
performance using four metrics-packet received,          results and performance comparison. And finally,
throughput, routing overhead and network load.           we conclude the paper and present the plans for the
                                                         future work in section V.
Keywords: MANETs; AODV; DSR; VBR; RTP.
                                                         II.   MOBILE    ADHOC                  ROUTING
I.     INTRODUCTION                                            PROTOCOLS
          A Mobile Ad hoc network (MANET) [1]                   There are many different ways to classify the
[2] is an autonomous collection of mobile routers or     routing protocols of MANETs depending upon their
nodes communicating over radio links. MANET is a         network structure, communication model, routing
temporary network without infrastructure. The            strategy and state information [6]. Depending upon
wireless routers or nodes moves randomly and             the routing strategy, there are two types of routing
organize themselves arbitrarily. The nodes directly      protocols: Table Driven and Source Initiated (On
communicate via wireless links within each other’s       Demand).
radio range, while that are distant apart use other                The first type is a proactive approach i.e.
nodes as relay in a multihop routing function. As the    table driven. Routing information in the network
nodes are mobile, the structure of the network           maintained up to date. Table driven protocols have
changes dynamically and unpredictably over               lower latency but have high routing overhead. The
time.Adhoc networks are self-configuring and self-       routing overhead is high due to periodic updations
organizing, so to maintain communication between         of routing tables. Some of main proactive protocols
nodes in the network, each node behaves as a             of MANET are DSDV, FSR and OLSR.
transmitter, a host and a router.                             The second type is source initiated. It is also
Due to growing usage of the portable devices and         known as On Demand or Reactive. Route id created
progress in the wireless communication, Mobile Ad        only when demanded by the source node. When a
hoc networks are gaining importance due to its wide      node wants to communicate in the network, it
range of applications [3].Mobile Ad hoc networks         initiates a route discovery process within the
are used in military communication and operations,       network. So, there is no need of periodic updates.
home appliances, emergency services, educational         Hence, the routing overhead is low but the latency is
applications and entertainment.                          high. Some of main reactive protocols of MANET
          MANET has few challenges and                   are AODV, DSR and TORA. The mobile Ad hoc
limitations that have to be addressed [4].Limited        routing protocols considered in this study are
radio transmission range, routing overhead, battery      described below.
constraints, security, etc. are some of inefficiencies
in a MANET environment.                                  A. DYNAMIC SOURCE ROUTING (DSR)
          In [5], the performance of three popular                DSR [7] [8] is an On Demand routing
routing protocols AODV, DSR and OLSR is                  protocol. DSR is based on the theory of source



                                                                                             1607 | P a g e
Gurpreet Singh, Atinderpal Singh, Anantdeep Kaur / International Journal of Engineering
            Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com
                    Vol. 2, Issue 5, September- October 2012, pp.1607-1610
based routing and is a very simple and efficient            Mobility          Random             Mobility
routing protocol. DSR is designed for use in                Model                                Direction
multihop wireless Ad hoc networks of mobile                 Routing           DSR, AODV          Path-finding
nodes. The DSR protocol works into two main                 Protocols
mechanisms called Route Discovery and Route                 MAC protocol      802.11g            Wireless
Maintenance. Route Discovery is the mechanism in            Traffic           VBR
which a source node tending to send a packet to a           Traffic rate      25 pkt/sec
destination obtains a source route to destination. It is    Packet     Send   256kb
initiated only when a source node wants to send             rate
packet to a destination and doesn’t already know the        Packet Size       1 kb
route to it. And, then it maintains that route in the       Pause Time        100 sec
cache of the nodes. Route Maintenance is the
mechanism in which source node is able to detect            Performance Metrics
the link failures to the destination. It then repairs the   Packet received [14]: It is the number of packets
route or finds an alternate route. It is used only when     received by the application layer of destination
source is sending packets to a destination.                 nodes.
                                                            Throughput [14]: It is the average at which data
B. ADHOC ON DEMAND DISTANT VECTOR                           packet is delivered successfully from one node to
PROTOCOL (AODV)                                             another over a communication network. It is usually
     AODV [7] [9] is a reactive distant vector              measured in bits per second.
protocol. It mixes the property of DSR and DSDV.            Throughput = (no of delivered packets * packet
Routes discovered on demand are maintained as               size) / total duration of simulation
long as they are required. AODV routing table               Routing Overhead [14]: This is the total number of
maintains routing information of any route that has         routing control packets generated by all nodes to the
been used recently within a time interval. The              total data packets during the simulation time.
operation of AODV is loop free by use of sequence           Network Load [15]: It is the total traffic received
numbers which indicate the freshness of the route.          by the network layer from the higher MAC that is
When links break, AODV causes the affected set of           accepted and queued for transmission. It is
nodes to be notified to invalidate the route. Route         measured as bits per second.
Request (RREQs), Route Replies (RREPs), and
Route Errors (RRERs) are three message types
                                                            IV.    SIMULATION  RESULTS  AND
defined by AODV for its working.
                                                                   PERFORMANCE COMPARISON
                                                                   Performance of AODV and DSR routing
III.    SIMULATION ENVIRONMENT
                                                            protocols is evaluated under Variable Bit Rate
                                                            multimedia traffic.
        To evaluate and compare the performance
of these routing protocols in Mobile Ad hoc
                                                            1) Packet Received
network, we performed extensive simulations using
                                                                     In the reactive protocols, AODV and DSR,
NS-2 simulator [10]-[13]. Each simulator is carried
                                                            AODV outperforms the DSR in terms of number of
out under the constant mobility.
                                                            packets received by all destination nodes.
TABLE 1
                                                                      DSR               AODV
THE SIMULATION PARAMETERS
                                                                      5373              20415
Experiment         Experiment          Description
Parameter          Value
Simulation         200 S               Simulation
Time                                   Duration

Terrain            1000*1000 m         X,Y
Dimension                              Dimension of
                                       Motion
No. of Mobile      50                  No. of nodes in
Nodes                                  a network
Node               Random              Change
Placement          waypoint            Direction
                                       Randomly
Mobility Speed     0-50 mps            Mobility     of
                                       Nodes



                                                                                                1608 | P a g e
Gurpreet Singh, Atinderpal Singh, Anantdeep Kaur / International Journal of Engineering
           Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com
                   Vol. 2, Issue 5, September- October 2012, pp.1607-1610




Figure 1: Number of Packet Received of AODV and       Figure 3: Routing Overhead for AODV and DSR for
DSR for 50 nodes                                      50 nodes

         From the above figure, we have seen that              It is observed from the figure above, in
the number of packets received in AODV protocol       which DSR present the worse behavior in terms of
is very high than the number of packets received in   routing overhead measurements. Although both
DSR protocol for 50 nodes.                            AODV and DSR are reactive protocols but in terms
                                                      of Routing Overhead for VBR traffic both present a
2) Throughput                                         very different behavior.
        Throughput is better for AODV protocol
than DSR protocol.                                    4) Network Load
                                                      Network Load is very high for DSR protocol than
     DSR                  AODV                        AODV protocol.
                                                          DSR                 AODV
     98.67                265.44
                                                           8.17                 1.003




        Figure 2: Throughput of AODV and DSR
for 50 nodes                                          Figure 4: Network Load for AODV and DSR for 50
                                                      nodes
        From above figure, it is observed that the
AODV protocol outperforms the DSR protocol in         As shown in the above figure that DSR has higher
terms of throughput when the number of nodes is       Network Load than AODV. It increases as the
50.                                                   number of hops increases.
3) Routing Overhead
   Routing Overhead is higher in case of DSR than     V.    CONCLUSION            AND        FUTURE
AODV.                                                       WORK
                                                              This evaluation work is carried out using
    DSR                   AODV                        network simulator NS-2 to compare the
                                                      performance of AODV and DSR protocols under
    43903                 20438                       VBR traffic. The performance is compared in terms
                                                      of number of packet received, throughput, routing



                                                                                        1609 | P a g e
Gurpreet Singh, Atinderpal Singh, Anantdeep Kaur / International Journal of Engineering
            Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com
                    Vol. 2, Issue 5, September- October 2012, pp.1607-1610
overhead and network overload when number of                  mobile       Ad      hoc     networks”,IFIP
nodes is constant. Simulation results show that in            WMNC’2011.
case of number of packets received AODV is ahead       [6]    Mehran Abolhasan, Tadeusz Wysocki, and
of DSR. And for throughput, AODV outperforms                  Eryk Dutkiewicz, “A review of routing
DSR. This means that AODV has high reliability.               protocols for mobile ad hoc networks”,
And high routing overhead and network load of                 Technical report, Telecommunication and
DSR worsen the performance of DSR as compared                 Information Research Institute, University
to AODV. This is due to source routing for route              of Wollongong, Wollongong, NSW 2522;
discovery and hop by hop packet forwarding in                 Motorola Australia Research Centre, 12
DSR. So, AODV is best suited for delay sensitive              Lord      St.,    Botany,    NSW        2525,
RTP applications which do not allow latency in the            Australia,2003.
network. Thus from above investigations we             [7]    Georgios Kiou Mourtzis, “Simulation and
conclude that AODV is a better option for VBR                 Evaluation of Routing Protocols for Mobile
multimedia traffic.                                           Ad hoc Networks”, Master thesis in
         In our future work, we will intend to do             Computer Science and Engineering, Naval
more simulations to evaluate more multimedia                  Postgraduate School, Monterey California,
centric metrics for multimedia data transmission. In          September, 2005.
addition to it, we plans to investigate the            [8]    D.B Johnson, D.A Maltz, and Yih-Chun
performance of these protocols for congestion                 Hu., “The Dynamic Source Routing
control mechanism by varying the number of nodes              Protocol for Mobile Ad Hoc Networks
for VBR traffic.                                              (DSR)”, Internet draft (draft-ietf-manet-
                                                              dsr- 10.txt), 19 July 2004.
REFERENCES                                             [9]    C. Perkins E. Belding-Royer, and S.Das,
  [1]    Vasudha Arora and C. Rama Krishna,                   “Ad hoc On- Demand Distance Vector
        “Performance Evaluation of Routing                    (AODV) Routing”, RFC 3561, July2003.
        protocols for MANETs under Different           [10]   “The Network Simulator version 2”, the
        Traffic     Conditions”,     2nd     IEEE             source code of ns-allinone-2.34 can be
        International Conference on Computer                  downloaded                               from
        Engineering and Information Technology,               http://www.isi.edu/nsnam/ns/ns-build.html
        2010.                                          [11]   Kevin Fall, Kannan Varadhan, and the
  [2]   Vikas Singla and Parveen Kakkar, “Traffic             VINT project (May, 2010), available at
        Pattern based performance comparison of               http://www.isi.edu/nsnam/ns/ns-
        Reactive and Proactive Protocols of Mobile            documentation.html
        Ad-hoc Networks”, International Journal of     [12]   Marc Gresis, “Tutorial for the network
        Computer Applications, Volume 5-No. 10,               simulator      (ns-    2)”,   available     at
        August 2010.                                          http://www.isi.edu/nsnam/ns/tutorial/index.
  [3]   Mobile Ad Hoc Networking: “An Essential               html
        Technology for Pervasive Computing”,           [13]   NS       by      example     available      at
        Jun-Zhao Sun Media Team, Machine                      http://nile.wpi.edu/NS
        Vision and Media Processing Unit.              [14]   Satveer Kaur, “Performance Comparison of
  [4]   Krishna Moorthy Sivalingam, “Tutorial on              DSR and AODV Routing Protocols with
        Mobile Ad Hoc Networks”, 2003.                        Efficient Mobility Model in Mobile Ad-
  [5]   George Adam, Vaggelis Kapoulas,                       Hoc Network”, IJCST Vol. 2, Issue 2, June
        Chhristos Bouras, Georgios Kioumourtzis,              2011.
        Apostolos Gkamas and Nikos Tavoularis,         [15]   G.Rajkumar, R.Kasiram and D.Parthiban,”
        “Performance Evaluation of Routing                    Optimizing Throughput with Reduction in
        Protocols for multimedia transmission over            Power Consumption and Performance
                                                              Comparison of DSR and AODV Routing
                                                              Protocols”,                 [ICCEET],2012.




                                                                                           1610 | P a g e

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Performance of AODV and DSR for VBR Traffic

  • 1. Gurpreet Singh, Atinderpal Singh, Anantdeep Kaur / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue 5, September- October 2012, pp.1607-1610 Performance Evaluation of Aodv and Dsr Routing Protocols for VBR Traffic in Mobile Adhoc Networks Gurpreet Singh #1, Atinderpal Singh#, Anantdeep Kaur* # Department of CSE & IT, BBSBEC, Fatehgarh Sahib, Punjab, India *Assistant Professor (Management & IT), SBSSTC, Ferozepur, Punjab, India Abstract Mobile Ad hoc network (MANETs) is evaluated for multimedia data in a multihop mobile rapidly growing as an important area of wireless network by taking different performance metrics. In communication with the revolutionary inventions this paper, we will evaluate the performance of two in the mobile devices. Efficient routing protocols reactive protocols AODV and DSR by taking the make MANETs reliable. Despite the considerable VBR multimedia transmission in a multihop mobile simulation works, still more investigation is network. The mobility scenario simulates the required in the performance evaluation of environment of a modern city, where mobile nodes routing protocols for multimedia traffic are connected to each other and communicates. especially Variable Bit Rate(VBR).In this paper, This paper is organized as follows: The next we will conduct a number of simulations for the section presents the main Ad hoc routing protocols performance evaluation of two popular routing AODV and DSR that are used in the performance protocols of MANET, namely AODV and DSR, evaluation process. Section III presents the for VBR multimedia traffic using Real Time simulation set up and the performance evaluation Protocol(RTP).We will investigate the metrics. In section IV, we present the simulation performance using four metrics-packet received, results and performance comparison. And finally, throughput, routing overhead and network load. we conclude the paper and present the plans for the future work in section V. Keywords: MANETs; AODV; DSR; VBR; RTP. II. MOBILE ADHOC ROUTING I. INTRODUCTION PROTOCOLS A Mobile Ad hoc network (MANET) [1] There are many different ways to classify the [2] is an autonomous collection of mobile routers or routing protocols of MANETs depending upon their nodes communicating over radio links. MANET is a network structure, communication model, routing temporary network without infrastructure. The strategy and state information [6]. Depending upon wireless routers or nodes moves randomly and the routing strategy, there are two types of routing organize themselves arbitrarily. The nodes directly protocols: Table Driven and Source Initiated (On communicate via wireless links within each other’s Demand). radio range, while that are distant apart use other The first type is a proactive approach i.e. nodes as relay in a multihop routing function. As the table driven. Routing information in the network nodes are mobile, the structure of the network maintained up to date. Table driven protocols have changes dynamically and unpredictably over lower latency but have high routing overhead. The time.Adhoc networks are self-configuring and self- routing overhead is high due to periodic updations organizing, so to maintain communication between of routing tables. Some of main proactive protocols nodes in the network, each node behaves as a of MANET are DSDV, FSR and OLSR. transmitter, a host and a router. The second type is source initiated. It is also Due to growing usage of the portable devices and known as On Demand or Reactive. Route id created progress in the wireless communication, Mobile Ad only when demanded by the source node. When a hoc networks are gaining importance due to its wide node wants to communicate in the network, it range of applications [3].Mobile Ad hoc networks initiates a route discovery process within the are used in military communication and operations, network. So, there is no need of periodic updates. home appliances, emergency services, educational Hence, the routing overhead is low but the latency is applications and entertainment. high. Some of main reactive protocols of MANET MANET has few challenges and are AODV, DSR and TORA. The mobile Ad hoc limitations that have to be addressed [4].Limited routing protocols considered in this study are radio transmission range, routing overhead, battery described below. constraints, security, etc. are some of inefficiencies in a MANET environment. A. DYNAMIC SOURCE ROUTING (DSR) In [5], the performance of three popular DSR [7] [8] is an On Demand routing routing protocols AODV, DSR and OLSR is protocol. DSR is based on the theory of source 1607 | P a g e
  • 2. Gurpreet Singh, Atinderpal Singh, Anantdeep Kaur / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue 5, September- October 2012, pp.1607-1610 based routing and is a very simple and efficient Mobility Random Mobility routing protocol. DSR is designed for use in Model Direction multihop wireless Ad hoc networks of mobile Routing DSR, AODV Path-finding nodes. The DSR protocol works into two main Protocols mechanisms called Route Discovery and Route MAC protocol 802.11g Wireless Maintenance. Route Discovery is the mechanism in Traffic VBR which a source node tending to send a packet to a Traffic rate 25 pkt/sec destination obtains a source route to destination. It is Packet Send 256kb initiated only when a source node wants to send rate packet to a destination and doesn’t already know the Packet Size 1 kb route to it. And, then it maintains that route in the Pause Time 100 sec cache of the nodes. Route Maintenance is the mechanism in which source node is able to detect Performance Metrics the link failures to the destination. It then repairs the Packet received [14]: It is the number of packets route or finds an alternate route. It is used only when received by the application layer of destination source is sending packets to a destination. nodes. Throughput [14]: It is the average at which data B. ADHOC ON DEMAND DISTANT VECTOR packet is delivered successfully from one node to PROTOCOL (AODV) another over a communication network. It is usually AODV [7] [9] is a reactive distant vector measured in bits per second. protocol. It mixes the property of DSR and DSDV. Throughput = (no of delivered packets * packet Routes discovered on demand are maintained as size) / total duration of simulation long as they are required. AODV routing table Routing Overhead [14]: This is the total number of maintains routing information of any route that has routing control packets generated by all nodes to the been used recently within a time interval. The total data packets during the simulation time. operation of AODV is loop free by use of sequence Network Load [15]: It is the total traffic received numbers which indicate the freshness of the route. by the network layer from the higher MAC that is When links break, AODV causes the affected set of accepted and queued for transmission. It is nodes to be notified to invalidate the route. Route measured as bits per second. Request (RREQs), Route Replies (RREPs), and Route Errors (RRERs) are three message types IV. SIMULATION RESULTS AND defined by AODV for its working. PERFORMANCE COMPARISON Performance of AODV and DSR routing III. SIMULATION ENVIRONMENT protocols is evaluated under Variable Bit Rate multimedia traffic. To evaluate and compare the performance of these routing protocols in Mobile Ad hoc 1) Packet Received network, we performed extensive simulations using In the reactive protocols, AODV and DSR, NS-2 simulator [10]-[13]. Each simulator is carried AODV outperforms the DSR in terms of number of out under the constant mobility. packets received by all destination nodes. TABLE 1 DSR AODV THE SIMULATION PARAMETERS 5373 20415 Experiment Experiment Description Parameter Value Simulation 200 S Simulation Time Duration Terrain 1000*1000 m X,Y Dimension Dimension of Motion No. of Mobile 50 No. of nodes in Nodes a network Node Random Change Placement waypoint Direction Randomly Mobility Speed 0-50 mps Mobility of Nodes 1608 | P a g e
  • 3. Gurpreet Singh, Atinderpal Singh, Anantdeep Kaur / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue 5, September- October 2012, pp.1607-1610 Figure 1: Number of Packet Received of AODV and Figure 3: Routing Overhead for AODV and DSR for DSR for 50 nodes 50 nodes From the above figure, we have seen that It is observed from the figure above, in the number of packets received in AODV protocol which DSR present the worse behavior in terms of is very high than the number of packets received in routing overhead measurements. Although both DSR protocol for 50 nodes. AODV and DSR are reactive protocols but in terms of Routing Overhead for VBR traffic both present a 2) Throughput very different behavior. Throughput is better for AODV protocol than DSR protocol. 4) Network Load Network Load is very high for DSR protocol than DSR AODV AODV protocol. DSR AODV 98.67 265.44 8.17 1.003 Figure 2: Throughput of AODV and DSR for 50 nodes Figure 4: Network Load for AODV and DSR for 50 nodes From above figure, it is observed that the AODV protocol outperforms the DSR protocol in As shown in the above figure that DSR has higher terms of throughput when the number of nodes is Network Load than AODV. It increases as the 50. number of hops increases. 3) Routing Overhead Routing Overhead is higher in case of DSR than V. CONCLUSION AND FUTURE AODV. WORK This evaluation work is carried out using DSR AODV network simulator NS-2 to compare the performance of AODV and DSR protocols under 43903 20438 VBR traffic. The performance is compared in terms of number of packet received, throughput, routing 1609 | P a g e
  • 4. Gurpreet Singh, Atinderpal Singh, Anantdeep Kaur / International Journal of Engineering Research and Applications (IJERA) ISSN: 2248-9622 www.ijera.com Vol. 2, Issue 5, September- October 2012, pp.1607-1610 overhead and network overload when number of mobile Ad hoc networks”,IFIP nodes is constant. Simulation results show that in WMNC’2011. case of number of packets received AODV is ahead [6] Mehran Abolhasan, Tadeusz Wysocki, and of DSR. And for throughput, AODV outperforms Eryk Dutkiewicz, “A review of routing DSR. This means that AODV has high reliability. protocols for mobile ad hoc networks”, And high routing overhead and network load of Technical report, Telecommunication and DSR worsen the performance of DSR as compared Information Research Institute, University to AODV. This is due to source routing for route of Wollongong, Wollongong, NSW 2522; discovery and hop by hop packet forwarding in Motorola Australia Research Centre, 12 DSR. So, AODV is best suited for delay sensitive Lord St., Botany, NSW 2525, RTP applications which do not allow latency in the Australia,2003. network. Thus from above investigations we [7] Georgios Kiou Mourtzis, “Simulation and conclude that AODV is a better option for VBR Evaluation of Routing Protocols for Mobile multimedia traffic. Ad hoc Networks”, Master thesis in In our future work, we will intend to do Computer Science and Engineering, Naval more simulations to evaluate more multimedia Postgraduate School, Monterey California, centric metrics for multimedia data transmission. In September, 2005. addition to it, we plans to investigate the [8] D.B Johnson, D.A Maltz, and Yih-Chun performance of these protocols for congestion Hu., “The Dynamic Source Routing control mechanism by varying the number of nodes Protocol for Mobile Ad Hoc Networks for VBR traffic. (DSR)”, Internet draft (draft-ietf-manet- dsr- 10.txt), 19 July 2004. REFERENCES [9] C. Perkins E. Belding-Royer, and S.Das, [1] Vasudha Arora and C. Rama Krishna, “Ad hoc On- Demand Distance Vector “Performance Evaluation of Routing (AODV) Routing”, RFC 3561, July2003. protocols for MANETs under Different [10] “The Network Simulator version 2”, the Traffic Conditions”, 2nd IEEE source code of ns-allinone-2.34 can be International Conference on Computer downloaded from Engineering and Information Technology, http://www.isi.edu/nsnam/ns/ns-build.html 2010. [11] Kevin Fall, Kannan Varadhan, and the [2] Vikas Singla and Parveen Kakkar, “Traffic VINT project (May, 2010), available at Pattern based performance comparison of http://www.isi.edu/nsnam/ns/ns- Reactive and Proactive Protocols of Mobile documentation.html Ad-hoc Networks”, International Journal of [12] Marc Gresis, “Tutorial for the network Computer Applications, Volume 5-No. 10, simulator (ns- 2)”, available at August 2010. http://www.isi.edu/nsnam/ns/tutorial/index. [3] Mobile Ad Hoc Networking: “An Essential html Technology for Pervasive Computing”, [13] NS by example available at Jun-Zhao Sun Media Team, Machine http://nile.wpi.edu/NS Vision and Media Processing Unit. [14] Satveer Kaur, “Performance Comparison of [4] Krishna Moorthy Sivalingam, “Tutorial on DSR and AODV Routing Protocols with Mobile Ad Hoc Networks”, 2003. Efficient Mobility Model in Mobile Ad- [5] George Adam, Vaggelis Kapoulas, Hoc Network”, IJCST Vol. 2, Issue 2, June Chhristos Bouras, Georgios Kioumourtzis, 2011. Apostolos Gkamas and Nikos Tavoularis, [15] G.Rajkumar, R.Kasiram and D.Parthiban,” “Performance Evaluation of Routing Optimizing Throughput with Reduction in Protocols for multimedia transmission over Power Consumption and Performance Comparison of DSR and AODV Routing Protocols”, [ICCEET],2012. 1610 | P a g e