TY - JOUR
T1 - A two-phase utility maximization framework for wireless medium access control
AU - Zheng, Dong
AU - Zhang, Junshan
N1 - Funding Information:
Manuscript received March 19, 2005; revised February 25, 2006 and November 28, 2006; accepted August 10, 2007. The associate editor coordinating the review of this letter and approving it for publication was S. Sarkar. This research is supported in part by the Office of Naval Research through the YIP grant N00014-05-1-0636 and the National Science Foundation through CAREER award ANI-0238550.
PY - 2007/12
Y1 - 2007/12
N2 - In multi-hop wireless networks, the optimal medium access control (MAC) design is challenging, partially due to the time-varying nature of the PHY-layer communication channels and the network topology. In this paper, we take a utility maximization approach to study fair MAC design towards QoS provisioning. To this end, we first identify two key challenges of wireless access control, namely the topology dependency and the channel dependency therein. Based on the observation that the topology change and channel variation occur on different time scales, we decompose the utility maximization to two phases: a "global" optimization phase addresses the topology dependency, and arbitrates fair channel access across the links by adapting the persistence probability to achieve long-term fairness, and a "local" optimization phase deals with the channel dependence, and determines the transmission duration based on local channel conditions while maintaining short-term fairness. Observing that the MAC throughput depends on the realizations of channel contention in random access networks, we use stochastic approximation to investigate in depth the MAC design with the adaptive persistence mechanism in the global phase. Using Lyapunov's Stability Theorems and LaSalle's Invariance Theorem, we establish the stability of the proposed algorithm for the global phase and analyze the fairness under (w→, κ)-fair utility functions. Our findings reveal that under the large network assumption, there exists a single equilibrium point for the proposed (w→, κ)-fair MAC algorithm provided that κ > 1. We also present the solution to the local optimization phase under general fairness constraints.
AB - In multi-hop wireless networks, the optimal medium access control (MAC) design is challenging, partially due to the time-varying nature of the PHY-layer communication channels and the network topology. In this paper, we take a utility maximization approach to study fair MAC design towards QoS provisioning. To this end, we first identify two key challenges of wireless access control, namely the topology dependency and the channel dependency therein. Based on the observation that the topology change and channel variation occur on different time scales, we decompose the utility maximization to two phases: a "global" optimization phase addresses the topology dependency, and arbitrates fair channel access across the links by adapting the persistence probability to achieve long-term fairness, and a "local" optimization phase deals with the channel dependence, and determines the transmission duration based on local channel conditions while maintaining short-term fairness. Observing that the MAC throughput depends on the realizations of channel contention in random access networks, we use stochastic approximation to investigate in depth the MAC design with the adaptive persistence mechanism in the global phase. Using Lyapunov's Stability Theorems and LaSalle's Invariance Theorem, we establish the stability of the proposed algorithm for the global phase and analyze the fairness under (w→, κ)-fair utility functions. Our findings reveal that under the large network assumption, there exists a single equilibrium point for the proposed (w→, κ)-fair MAC algorithm provided that κ > 1. We also present the solution to the local optimization phase under general fairness constraints.
KW - Fairness
KW - Medium access control
KW - Stochastic approximation
KW - Utility maximization
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U2 - 10.1109/TWC.2007.05159
DO - 10.1109/TWC.2007.05159
M3 - Article
AN - SCOPUS:37049026879
SN - 1536-1276
VL - 6
SP - 4299
EP - 4307
JO - IEEE Transactions on Wireless Communications
JF - IEEE Transactions on Wireless Communications
IS - 12
ER -