A solution of multi-target tracking based on FCM Algorithm in WSN

Authors:
Lin Fan;Huanzhao Wang;Hai Wang
Affiliations:
Xi'an Jiaotong University, China;Xi'an Jiaotong University, China;Xi'an Jiaotong University, China
Venue:
PERCOMW '06 Proceedings of the 4th annual IEEE international conference on Pervasive Computing and Communications Workshops
Year:
2006

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Abstract

Multi-target tracking is an important embranchment of WSN. This paper works on data fusion of multi-target tracking. We choose LEACH[2] as the routing protocol, and FCM Algorithm to do association in cluster heads. Based on analysis of former FCM, we found a few problems about it. Such as miss association, missing new targets and repeat tracking of targets. We proposed some improvement to resolve these problems, and was proved to be effective in both theory and simulation of multi-target tracking in WSN.