能量有效的分布式粒子滤波  

Energy-aware Particle Filter for Wireless Sensor Network

作　　者：颜振亚[1] 郑宝玉[1] 李世唐[2] 

机构地区：[1]南京邮电大学214信箱,南京210003 [2]福建师范大学数学系,福州350007

出　　处：《电子与信息学报》2007年第7期1638-1641,共4页Journal of Electronics & Information Technology

基　　金：国家自然科学基金(60372107)资助课题

摘　　要：该文根据无线传感器网络节点能量有限的特点,从节能的角度提出了能量有效的分布式粒子滤波算法。该文首先给出了算法的一个总体框架,然后从大数定理出发,研究粒子数对算法性能的影响。接着,基于节点的位置信息和测量方程,提出了一种节点选择算法。通过节点选择,可以把粒子滤波算法的计算复杂度分布到各个节点,进行分布式处理。最后,通过仿真验证算法的有效性。This paper describes how to reduce the complexity of particle filter in order to make good use of the energy of sensor nodes. First, a structure is proposed for distributed particle filter. Second, how the particle number impacts on the performance of particle filter according to the Large Number Law is studied. Thirdly, based on sensors＇ position information and measurement equation, a sensor selection criterion is proposed. Under this criterion, particle filtering is performed in distributed way. Finally, the performance of this algorithm by computer simulations is demonstrated.

关 键 词：无线传感器网络 能量有效 分布式粒子滤波 

分 类 号：TP393[自动化与计算机技术—计算机应用技术]