Distributed routing in wireless sensor networks using energy welfare metric

被引:60
作者
Ok, Changsoo [2 ]
Lee, Seokcheon [1 ]
Mitra, Prasenjit [3 ]
Kumara, Soundar [4 ]
机构
[1] Purdue Univ, Sch Ind Engn, W Lafayette, IN 47907 USA
[2] Hongik Univ, Dept Ind Engn, Seoul, South Korea
[3] Penn State Univ, Coll Informat Sci & Technol, University Pk, PA 16802 USA
[4] Dept Ind Engn, University Pk, PA 16802 USA
关键词
Wireless sensor network; Social welfare function; Distributed control; Robustness; Energy welfare; Energy-balancing; ALGORITHMS;
D O I
10.1016/j.ins.2010.01.019
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
There are several requirements for a routing algorithm in wireless sensor networks. First, it should achieve both energy-efficiency and energy-balancing together, in order to prolong the lifetime of sensor networks. Second, the algorithm should follow a distributed control scheme so that it is applicable to large-scale networks. Third, it needs to be robust to diverse potential event generation patterns. The routing algorithm, MaxEW, designed in this study satisfies such requirements. It adopts the social welfare function from social sciences to compute energy welfare as a goodness measure for energy populations. When each sensor tries to maximize energy welfare of its local society, it collectively leads to globally efficient energy-balancing. This emergent property consequently supports preparedness and hence robustness to diverse event generation patterns. We demonstrate the effectiveness of the proposed routing algorithm through extensive simulation-based experiments, by comparing with other existing algorithms as well as optimal routing solutions. (C) 2010 Elsevier Inc. All rights reserved.
引用
收藏
页码:1656 / 1670
页数:15
相关论文
共 37 条
[1]   A survey on sensor networks [J].
Akyildiz, IF ;
Su, WL ;
Sankarasubramaniam, Y ;
Cayirci, E .
IEEE COMMUNICATIONS MAGAZINE, 2002, 40 (08) :102-114
[2]  
[Anonymous], 1912, STUDI EC GICENITRICI
[3]  
[Anonymous], 1999, 80211 IEEE WG 11
[4]   MEASUREMENT OF INEQUALITY [J].
ATKINSON, AB .
JOURNAL OF ECONOMIC THEORY, 1970, 2 (03) :244-263
[5]  
BANDYOPADHYAY S, 2006, INFORM SCI, V176, P2188
[6]   Piconet: Embedded mobile networking [J].
Bennett, F ;
Clarke, D ;
Evans, JB ;
Hopper, A ;
Jones, A ;
Leask, D .
IEEE PERSONAL COMMUNICATIONS, 1997, 4 (05) :8-15
[7]  
Braginsky David., 2002, PROC 1 ACM INT WORKS, P22, DOI DOI 10.1145/570738.570742
[8]   Event-based motion control for mobile-sensor networks [J].
Butler, Z ;
Rus, D .
IEEE PERVASIVE COMPUTING, 2003, 2 (04) :34-42
[9]   Maximum lifetime routing in wireless sensor networks [J].
Chang, JH ;
Tassiulas, L .
IEEE-ACM TRANSACTIONS ON NETWORKING, 2004, 12 (04) :609-619
[10]   A utility-based distributed maximum lifetime routing algorithm for wireless networks [J].
Cui, Yi ;
Xue, Yuan ;
Nahrstedt, Mara .
IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, 2006, 55 (03) :797-805