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Issue No.09 - Sept. (2012 vol.11)
pp: 1559-1571
Anfu Zhou , Chinese Academy of Sciences, Beijing
Min Liu , Chinese Academy of Sciences, Beijing
Zhongcheng Li , Chinese Academy of Sciences, Beijing
Eryk Dutkiewicz , Macquarie University, Sydney
ABSTRACT
Recent studies reveal that the main cause of the well-known unfairness problem in wireless networks is the ineffective coordination of CSMA-based random access due to topology asymmetry. In this paper, we take a modeling-based approach to understand and solve the unfairness problem. Compared to existing works, we advance the state of the art in two important ways. First, we propose an analytical model called the G-Model, which accurately characterizes the ineffective coordination of medium access in asymmetrical topologies. The G-Model can estimate network performance under arbitrary parameter configurations. Second, while previous works decompose a wireless network into embedded basic asymmetric topologies and study each basic topology separately, we go beyond the basic asymmetrical topology and design a model-driven optimization method called Flow Level Adjusting (FLA) to solve the unfairness problem for larger wireless networks. Through extensive simulations, we validate the proposed G-Model and show that FLA can greatly improve the overall fairness of wireless networks in which basic asymmetric topologies are embedded.
INDEX TERMS
Topology, Network topology, Wireless networks, Throughput, Approximation methods, Computational modeling, Markov processes, Mathematical programming, decoupling approximation., CSMA, topology asymmetry, fairness, mathematical modeling
CITATION
Anfu Zhou, Min Liu, Zhongcheng Li, Eryk Dutkiewicz, "Modeling and Optimization of Medium Access in CSMA Wireless Networks with Topology Asymmetry", IEEE Transactions on Mobile Computing, vol.11, no. 9, pp. 1559-1571, Sept. 2012, doi:10.1109/TMC.2011.159
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