Performance Evaluation of the IEEE MAC for QoS Support Aemen Hassaan Lodhi Multimedia Communications Project (Spring )
Outline IEEE (WiMAX) Project Objective Simulation Environment Performance Metrics Experiments Carried out Discussion of results Conclusion
IEEE (WiMAX) Wireless MAN – provides network access to subscriber stations (SS) with radio base stations (BS) Offers an alternative to cabled access networks – fiber optic links, coaxial cables using cable modems, DSL links Supports nomadic and mobile clients on the go (IEEE e, 2004)
MAC layer Manage the resources of the link air-link in efficiently and provide Quality of Service (QoS) differentiation for different connections/streams Supporting Point to Multipoint and Mesh network models Performing Link Adaption & ARQ functions Transmission Scheduling Admission Control Link Initialization Fragmentation and Retransmission
Project Objective Verify via simulation the ability of IEEE MAC to handle different types of traffic having different QoS requirements The response of the protocol to different types of traffic and environments Simulations of IEEE on NS-2
Simulation Environment NS 2 Simulator PMP mode Time Division Multiple Access mode for transmission from SSs to BS Downlink and Uplink subframes duplexed using Frequency Division Duplex Full Duplex Subscriber Stations
Simulator environment
Simulator Environment
Problems with Chang Gung University’s WiMAX Module Couldn’t support more than 11~12 nodes when actual simulations were carried out Generated Segmentation faults Even though the transmissions from source nodes were cut-off the Base station continued to send traffic to receiver nodes!!
Problems with Chang Gung University’s WiMAX Module
WiMAX module by NIST, USA Number of Nodes (the simulator crashes after 24 nodes) Traffic (CBR, Poisson ON/OFF source, Pareto ON/OFF source to model web traffic, Real Audio, any mix of the above.) Radio Propagation models (2-Ray ground model for open/sub- urban areas and Shadowing model for urban areas) Mobility of nodes Packet Sizes A number of parameters at the physical layer e.g. modulation schemes Does NOT offer choice of scheduling mechanism at the MAC layer. Only Best Effort Scheduler is available
Traffic Models Constant Bit Rate Pareto ON/OFF source to model web traffic Voice over IP traffic – Followed the specs of ITU G7.11 – 64Kbps during talk spurt (fixed) – Average length of talk spurt 352 ms – Average length of silence period 650 ms Videoconference traffic could not be run
Performance Evaluation Throughput for different types of traffic %age utilization of bandwidth vs. Input load Packet loss rate for different traffic streams Comparison of the response of IEEE with Best Effort Scheduler to different traffic streams and different environments
Packet loss rate vs. Number of Nodes CBR stream, Stationary nodes, 2Ray Ground
Packet loss rate vs. Number of Nodes Pareto ON/OFF source, Stationary nodes, 2Ray Ground
Packet loss rate vs. Number of Nodes Pareto ON/OFF stream, Stationary nodes, 2Ray No. of mobile nodesPackets SentPackets Received
Packet loss rate vs. Number of Nodes CBR stream, Mobile nodes, 2Ray
Packet loss rate vs. Number of Nodes Pareto ON/OFF stream, Mobile nodes, 2Ray
Packet loss rate vs. Number of Nodes CBR stream, Stationary nodes, Shadowing
Packet loss rate vs. Number of Nodes Pareto On/Off stream, Mobile nodes, Shadowing
Packet loss rate vs. Number of Nodes VoIP Traffic, Stationary nodes, 2Ray
Packet loss rate vs. Number of Nodes Traffic Mix (CBR + VoIP + Web)
CBR Stationary vs. Mobile Nodes
CBR, 2Ray Ground vs. Shadowing
Pareto On/Off source, 2Ray vs. Shadowing
CBR vs. Pareto throughput
Throughput (Mbps) vs. Number of nodes
Percentage Utilization of Bandwidth vs. Number of Nodes
Conclusions Though utilization is high the standard with its current specifications (70 Mbps) will maximize its throughput at about 80 nodes. Without a proper classification of streams at the base station the streams with stringent QoS will suffer great loss With TDD polling mechanism the nodes generating traffic with stringent QoS requirements suffer a great deal
Packet loss rate vs. Number of Nodes Traffic Mix (CBR + VoIP + Web)
References 1. Claudio Cicconetti, Alessandro Erta, Luciano Lenzini, and Enzo Mingozzi, ‘Performance Evaluation of the IEEE MAC for QoS Support’, IEEE Transactions on Mobile Computing, VOL. 6, No. 1, January Jenhui Chen, Chih-Chieh Wang, Frank Chee-Da Tsai§, Chiang-Wei Chang, Syao-Syuan Liu, Jhenjhong Guo, Wei-Jen Lien, Jui-Hsiang Sum, and Chih-Hsin Hung, ‘The Design and Implementation of WiMAX Module for ns-2 Simulator’, ACM International Conference Proceeding Series, Proceeding from the 2006 workshop on ns-2: the IP network simulator 3. F.H.P. Fitzek and M. Reisslein, “MPEG4 and H.263 Video Traces for Network Performance Evaluation,” IEEE Network Magazine, vol. 15, no. 6, pp Nov NS-2 reference manual 5. ITU G7.11 specifications
References “Radio Propagation Models”, Chapter 17, NS Documentation P.M. Fiorini, “ Voice over IP (VoIP) for Enterprise Networks: Performance Implications & Traffic Models ”.