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Packet Scheduling for Fairness and Performance Improvement in OFDMA Wireless Networks Nararat RUANGCHAIJATUPON and Yusheng JI The Graduate University for.

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Presentation on theme: "Packet Scheduling for Fairness and Performance Improvement in OFDMA Wireless Networks Nararat RUANGCHAIJATUPON and Yusheng JI The Graduate University for."— Presentation transcript:

1 Packet Scheduling for Fairness and Performance Improvement in OFDMA Wireless Networks Nararat RUANGCHAIJATUPON and Yusheng JI The Graduate University for Advanced Studies National Institute of Informatics (NII), Japan The 26 th Asia-Pacific Advanced Network Meeting August 4 – 8, 2008, Queenstown, New Zealand

2 August 4-8, th APAN Meeting2 Presentation Outline OFDMA Scheduler and Resources Utility Matrix & Proportional Fairness Modified Simple Moving Average Utility Matrix-based Scheduling Simulation & Results Conclusion

3 August 4-8, th APAN Meeting3 OFDMA Orthogonal Frequency Division Multiple Access Reliability against fading channel Subchannelization (IEEE ) Distributed subcarrier permutation Adjacent subcarrier permutation Adaptive Modulation Coding (AMC) Connectivity

4 August 4-8, th APAN Meeting4 System Model - Centralized scheduler on BS - Uniform power allocation to each subchannel

5 August 4-8, th APAN Meeting5 Resources

6 August 4-8, th APAN Meeting6 Utility Matrix & Proportional Fairness R m,n (t) – Achievable data rate of user n via subchannel m T n – Average data rate

7 August 4-8, th APAN Meeting7 Modified Simple Moving Average T n – Average data rate in PF utility function U n (t) – keep sum of total instantaneous rates obtained by user n during the non- empty-queue period Ω n (t) – the set of subchannels in which user n is scheduled at frame t V n (t) – records the number of frame while user n has data in the queue W n (t) – to retain the average data rate when user n s queue is empty

8 August 4-8, th APAN Meeting8 Utility Matrix-based Scheduling Find the maximum PF element Allocate required time slots Update average rate (and PF element) Delete (column/row) from the utility matrix

9 August 4-8, th APAN Meeting9 Example A system of 3 MSs and 3 subchannels MS1: Queue size 60 bits, average data rate 5 bps MS2: Queue size 100 bits, average data rate 6 bps MS3: Queue size 100 bits, average data rate 3 bps Each subchannel has 8 time slots Each time slot is 1 second A packet has 1 bit

10 August 4-8, th APAN Meeting10 Example (cont.) A utility matrix Subchannel 1 Subchannel 2 Subchannel 3 MS 1 MS 2MS 3

11 August 4-8, th APAN Meeting11 Example (cont.) MS3 MS1 MS2 60 bits 100 bits Avg rate: 5 bps 6 bps 3 bps6.5 bps 20 bits 0 bits 7.5 bps

12 August 4-8, th APAN Meeting12 Example (cont.) MS3 MS1 MS2 60 bits 100 bits Avg rate: 5 bps 6 bps 3 bps6.5 bps 20 bits 0 bits 7.5 bps 28 bits 7.5 bps

13 August 4-8, th APAN Meeting13 Simulation Cell diameter1 km Number of MSs48 Number of subcarriers/subchannel48 Number of subchannels4 Number of DL slots/subchannel80 Frame duration0.005 sec User initial locationUniformly distributed User speedUniformly distributed [3,100] km/hr Simulation time20,000 frames

14 August 4-8, th APAN Meeting14 System Throughput

15 August 4-8, th APAN Meeting15 System Queue Size

16 August 4-8, th APAN Meeting16 Maximum Difference Maximum difference of throughput per user Maximum difference of queue size per user

17 August 4-8, th APAN Meeting17 Throughput Fairness Index

18 August 4-8, th APAN Meeting18 Computational Complexity Scheduling schemeComplexity MaxC/IO(M 2 N) OFPF-MSMAO(M 2 N 2 ) OFPFO(M 2 N 2 ) PFO(M 2 N 3 ) Max-minO(M 2 N 2 )

19 August 4-8, th APAN Meeting19 Conclusion Centralized scheduler for OFDMA-TDD system To maximize system throughput and to provide fairness with a consideration of queue status Utility function bases on proportional fairness with modified simple moving averaging Utility matrix-based scheduling exploits multi- user multi-channel diversity with a consideration of computational complexity Simulation results show improvement in system throughput, queue length (queuing delay), and fairness (throughput difference, queue length difference

20 Thank you very much Questions and Answers


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