Title :
Utility-based asynchronous flow control algorithm for wireless sensor networks
Author :
Chen, Jiming ; Xu, Weiqiang ; He, Shibo ; Sun, Youxian ; Thulasiraman, Preetha ; Shen, Xuemin Sherman
Author_Institution :
Dept. of Control Sci. & Eng., Zhejiang Univ., Hangzhou, China
fDate :
9/1/2010 12:00:00 AM
Abstract :
In this paper, we formulate a flow control optimization problem for wireless sensor networks with lifetime constraint and link interference in an asynchronous setting. Our formulation is based on the network utility maximization framework, in which a general utility function is used to characterize the network performance such as throughput. To solve the problem, we propose a fully asynchronous distributed algorithm based on dual decomposition, and theoretically prove its convergence. The proposed algorithm can achieve the maximum utility. Extensive simulations are conducted to demonstrate the efficiency of our algorithm and validate the analytical results.
Keywords :
interference (signal); telecommunication control; wireless sensor networks; asynchronous flow control algorithm; lifetime constraint; link interference; network utility maximization framework; wireless sensor networks; Algorithm design and analysis; Convergence; Interference; Optimization; Resource management; Wireless communication; Wireless sensor networks; asynchronous setting; dual decomposition; flow control; sensor networks;
Journal_Title :
Selected Areas in Communications, IEEE Journal on
DOI :
10.1109/JSAC.2010.100916