Wireless Sensor Network QoS Routing Optimization Based on Cultural Algorithm

摘要：

The wireless sensor network is a structural adapting self-organizing network, it contains large quantity nodes with communication and computing capabilities. The routing protocol should consider the needs of energy consumption, bandwidth, delay, error rate, and load balancing. For the targets of QoS routing optimization, first the wireless sensor network QoS routing multi-objective optimization model is established, then the constraints and objective function are analyzed, at last the cultural algorithm is used to solve the problem. According to the simulation, the algorithm proposed in this paper is compared with single-objective genetic algorithm and Leach, the simulation results confirm that the cultural algorithm has obvious advantages in wireless sensor network QoS routing optimization.

关键词： Wireless sensor network QoS routing optimization cultural algorithm multi-objective optimization Leach

作者: Fang Haoshuai Wang Huijuan Li Nan

作者单位: Department of Computer Science and Engineering,North China Institute of Aerospace Engineering,Langfang 065000 China

会议类型: 国际会议

会议名称: The Third International Symposium on Test Automation & Instrumentation(第三届国际自动化测试与仪器仪表学术会议 2010 ISTAI)

会议地点: 厦门

会议语种:英文

页码: 460-466

在线出版日期: 2010-05-22（万方平台首次上网日期，不代表论文的发表时间）