收稿日期: 2010-08-09
修回日期: 2010-11-18
网络出版日期: 2011-04-01
基金资助
国家自然科学基金资助项目(60871061);广东省自然科学基金资助项目(8151064101000085);高等学校博士学科点专项科研基金资助项目(20080561)
Routing Cost-Based Ant Colony Routing Algorithm for Wireless Sensor Networks
Received date: 2010-08-09
Revised date: 2010-11-18
Online published: 2011-04-01
Supported by
国家自然科学基金资助项目(60871061);广东省自然科学基金资助项目(8151064101000085);高等学校博士学科点专项科研基金资助项目(20080561)
陈凤超 李融林 . 基于路由代价的无线传感器网络蚁群路由算法[J]. 华南理工大学学报(自然科学版), 2011 , 39(5) : 36 -43 . DOI: 10.3969/j.issn.1000-565X.2011.05.007
The minimization and balance of energy consumption are two major problems existing in the routing algorithm of wireless sensor networks(WSNs).In this paper,first,based on the ant colony routing algorithm of WSNs,the influences of construction modes of the heuristic factor on the energy consumption minimization and ba-lance are analyzed,and a routing cost model of WSNs is proposed,which is then used to form a heuristic factor.Finally,some simulations are performed for various construction modes.The results indicate that,as compared with the existing methods,the proposed algorithm is more effective in terms of network lifetime and energy consumption balance,and that the heuristic factor constructed based on routing cost is more reasonable.
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