吉林大学学报(工学版) ›› 2016, Vol. 46 ›› Issue (1): 327-332.doi: 10.13229/j.cnki.jdxbgxb201601049

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Wireless sensor network energy balance ant colony routing algorithm

TENG Zhi-jun, ZHANG Fan, SONG Ming-hui   

  1. College of Information Engineering,Northeast Dianli University,Jilin 132012,China
  • Received:2014-06-23 Online:2016-01-30 Published:2016-01-30

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Abstract: In order to solve the problem of loop and energy-unbalance in ant colony routing algorithm, an improved algorithm is proposed. In the proposed algorithm, the combination items of ant identity are added to the Hello package and stored in the neighbor lists of other nodes by broadcasting, which effectively weakens the routing loops. Simultaneously, the pheromone updating formula is corrected that the accuracy of pheromone updating is improved at multi-node region. An energy-difference factor is introduced to improve the node energy-balance in the network. Simulation results illustrate that the improved algorithm can greatly improve energy-unbalance and weaken the loop effect.

Key words: informance processing, wireless sensor network, ant colony algorithm, loop effect, energy balance

CLC Number: 

  • TN92
[1] 李超良,胡春华. 无线传感器网络中面向动态多跳的非均匀分簇路由[J]. 中南大学学报:自然科学版,2011,42(7):2048-2053.
Li Chao-liang, Hu Chun-hua. A dynamic multihop non-uniform clustering routing protocol in wireless sensor networks[J]. Journal of Central South University (Science and Technology), 2011, 42(7):2048-2053.
[2] 吴俊杰,纪卓尚,常会青. 船体装配线划线路径规划的蚁群算法[J]. 哈尔滨工程大学学报,2012,33(10):1205-1210.
Wu Jun-jie, Ji Zhuo-shang, Chang Hui-qing. Ant colony algorithm for mark-line path planning[J]. Journal of Harbin Engineering University, 2012, 33(10):1205-1210.
[3] 任秀丽,梁红伟,汪宇. 基于多路径蚁群算法的无线传感器网络的路由[J]. 计算机科学,2009,36(4):116-118.
Ren Xiu-li, Liang Hong-wei, Wang Yu. Multipath routing of ant colony system in wireless sensor networks[J]. Computer Science, 2009,36(4):116-118.
[4] Di Caro G, Dorigo M. AntNet: distributed stigmergetic control for communication networks [J]. Journal of Artificial Intelligence Research,1998, 9(1):317-365.
[5] Mesut Gunes, Udo Sorges, Imed Bouazizi. ARA: the ant-colony based routing algorithm for MANETs[C]∥Proceedings of the International Conference on Parallel Processing Workshops, Aachen, 2002: 79-85.
[6] 王小明,安小明. 具有能量和位置意识基于ACO的WSN路由算法[J]. 电子学报,2010,38(8):1763-1769.
Wang Xiao-ming, An Xiao-ming. An energy and location aware ACO based routing algorithm for wireless sensor networks[J]. Acta Electronica Sinica,2010,38(8):1763-1769.
[7] 叶蓉,赵灵锴. 基于蚁群粒子群混合的无线传感器网络定位算法[J]. 计算机测量与控制,2011,19(3):732-735.
Ye Rong, Zhao Ling-kai. Localization algorithm for wireless sensor network based on ACO-PSO[J]. Computer Measurement and Control, 2011,19(3):732-735.
[8] 马润泽,余志军,刘海涛. 一种距离无关的无线传感器网络定位算法[J]. 传感器与微系统,2011,30(11):131-134.
Ma Run-ze, Yu Zhi-jun, Liu Hai-tao. A range-free localization algorithm for wireless sensor networks[J]. Transducer and Microsystem Technologies,2011, 30(11):131-134.
[9] Camilo T,Carreto C,Silva J S,et al. An energy-efficient ant-based routing algorithm for wireless sensor networks[C]∥The Fifth International Workshop on Ant Colony Optimization and Swarm Intelligence, Brussels, Bélgica, 2006:49-59.
[10] 童孟军,俞立,郑立静,等. 基于蚁群算法的无线传感器网络能量有效路由算法研究[J]. 传感技术学报,2011, 24(11):1632-1638.
Tong Meng-jun, Yu Li, Zheng Li-jing, et al. A study on the energy balance ant-based multi-path routing algorithm[J]. Chinese Journal of Sensors and Actuators, 2011,24(11):1632-1638.
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