An Adaptive Data Fusion Routing Algorithm Based on Genetic Algorithm for Wireless Sensor Networks
Wang Tian-jing①②; Yang Zhen①; Hu Hai-feng①
①Institute of Signal and Information Processing, Nanjing university of Posts & Telecommunications, Nanjing 210003, China; ②College of Science, Nanjing University of Technology, Nanjing 210009, China
Abstract：A novel adaptive data fusion routing algorithm based on genetic algorithm is proposed in order to solve the problem of mobile agent collecting correlated data with energy validity. When selecting the data fusion routing, mobile agent moving to every sensor node that shall perform fusion is adaptively adjusted according to data transmission cost, data fusion cost and energy gain. The simulation results indicate that the energy efficiency of adaptive fusion routing algorithm has better performance than full fusion routing algorithm and local closest first heuristics algorithm.
王天荆; 杨震; 胡海峰 . 基于遗传算法的无线传感器网络自适应数据融合路由算法[J]. 电子与信息学报, 2007, 29(9): 2244-2247 .
Wang Tian-jing; Yang Zhen; Hu Hai-feng. An Adaptive Data Fusion Routing Algorithm Based on Genetic Algorithm for Wireless Sensor Networks. , 2007, 29(9): 2244-2247 .
2007, Vol. 29 
