Minimizing communication costs in hierarchically-clustered networks of wireless sensors
Computer Networks: The International Journal of Computer and Telecommunications Networking
Distributed detection and fusion in a large wireless sensor network of random size
EURASIP Journal on Wireless Communications and Networking
A solution of multi-target tracking based on FCM Algorithm in WSN
PERCOMW '06 Proceedings of the 4th annual IEEE international conference on Pervasive Computing and Communications Workshops
A distributed data gathering algorithm for wireless sensor networks with uniform architecture
Proceedings of the 3rd ACM international workshop on Performance evaluation of wireless ad hoc, sensor and ubiquitous networks
Wireless Sensor Networks: Technology, Protocols, and Applications
Wireless Sensor Networks: Technology, Protocols, and Applications
Information fusion for wireless sensor networks: Methods, models, and classifications
ACM Computing Surveys (CSUR)
Routing techniques in wireless sensor networks: a survey
IEEE Wireless Communications
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This article did research on multi-target tracking system based on the classic kinetics in Wireless Sensor Networks (WSN), a distributed Cell tracking model is brought up. The whole WSN was layered by Virtual Grid Architecture (VGA)[1][2]. When a target appeared in a grid, local aggregators (LA) aroused all nodes in the eight adjacent grids to compose a Cell to track target. A Cell election rule is proposed: when a target is escaping from the current Cell, based on the classical laws of kinetics and the historical track information, the position and velocity of the target can be estimated when it crossed the edge of Cell and the next Cell can be elected. Multi-Cell sequence can track multitarget concurrently. The concepts of main target and subtarget are introduced. When multi-target were space-time overlapped, a single Cell may have several main targets and sub-targets. The tracking algorithms are designed for them separately. This model can manage the problems like wrong association and missing target. The simulation showed the approach is effective.