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An M/MMGI/1/K queuing model for IEEE 802.11 ad hoc networks

Published: 04 October 2004 Publication History

Abstract

An M/MMGI/1/K queuing model is developed for the analysis of IEEE 802.11 DCF using RTS/CTS. Results are based on arbitrary contention conditions, namely, collision probabilities, transmission probabilities and contention window sizes vary arbitrarily among nodes contending for channel access. This is fundamentally different from earlier work. Results are presented for the fully-connected case and validated via simulation with statistical analysis. The main contributions are the analysis of DCF and the foundation for the analysis of multi-hop scenarios. A key element of the model is that complexity normally encountered is reduced by effectively restoring the independence between service times and packet inter-arrivals.

References

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G. Bianch, Performance Analysis of the IEEE 802.11 Distributed Coordination Function, IEEE JSAC, vol.18, no.3, pp. 535--547, March, 2000
[2]
IEEE Standard 802.11 - Wireless LAN Medium Access Control (MAC) and Physical Layer (PHY) specifications, IEEE Standards Board, June, 1997
[3]
Cooper, R. B., Int. to Queueing Theory, 1st ed., North-Holland Publishing Company, 1981
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Frederico Cali et al, Dynamic Tuning of the IEEE 802.11 Protocol to Achieve a Theoretical Throughput Limit, IEEE/ACM Transactions on Networking, vol. 8, no. 6, pp. 785--799, December, 2000
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Haitao Wu et al, Performance of Reliable Transport Protocol over IEEE 802.11 Wireless LAN: Analysis and Enhancement, IEEE INFOCOM, New York, June, 2002
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Hideaki Takagi, Queueing Analysis A Foundation of Performance Evaluation Volume 2: Finite Systems, 1st ed., North-Holland Publishing Company, 1993
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Y.C. Tay et al, A Capacity Analysis for the IEEE 802.11 MAC Protocol, ACM/Baltzer Wireless Networks, vol. 7, no. 2, pp. 159--171, March, 2001
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O. Tickoo et al, Queueing Analysis and Delay Mitigation in IEEE 802.11 Random Access MAC based Wireless Networks, IEEE INFOCOM, 2004

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      cover image ACM Conferences
      PE-WASUN '04: Proceedings of the 1st ACM international workshop on Performance evaluation of wireless ad hoc, sensor, and ubiquitous networks
      October 2004
      136 pages
      ISBN:1581139594
      DOI:10.1145/1023756
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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      Published: 04 October 2004

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      Author Tags

      1. IEEE 802.11
      2. performance analysis
      3. queueing theory

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