Title :
A solution of multi-target tracking based on FCM algorithm in WSN
Author :
Fan, Lin ; Wang, Huanzhao ; Wang, Hai
Author_Institution :
Sch. of Electron. & Inf. Eng., Xi´´an Jiaotong Univ.
Abstract :
Multi-target tracking is an important embranchment of WSN. This paper works on data fusion of multi-target tracking. We choose LEACH by Wook Choi et al. (2004) 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
Keywords :
fuzzy set theory; routing protocols; sensor fusion; target tracking; wireless sensor networks; FCM algorithm; LEACH routing protocol; WSN; data fusion; multitarget tracking; Algorithm design and analysis; Clustering algorithms; Conferences; Delay; Monitoring; Pervasive computing; Routing protocols; Sensor systems; Target tracking; Wireless sensor networks;
Conference_Titel :
Pervasive Computing and Communications Workshops, 2006. PerCom Workshops 2006. Fourth Annual IEEE International Conference on
Conference_Location :
Pisa
Print_ISBN :
0-7695-2520-2
DOI :
10.1109/PERCOMW.2006.15
