A collaborative target tracking algorithm considering energy constraint in WSNs

Vinh Tran-Quang, Phat Nguyen Huu, Takumi Miyoshi

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

This paper proposes a collaborative target tracking algorithm considering the energy constraint problem in wireless sensor networks. In the proposed method, we use the extended Kalman filter (EKF) to estimate the trajectory of a dynamic target. The estimation contains the location of the target and its moving direction. Based on the estimation, selecting tasking group and tracking algorithms are proposed. The former is used to schedule and manage sensor behavior. The latter is used to track a moving target, to report to the base station, and to predict a wake-up zone. Simulation results confirmed that our method can track multiple targets considering the trade-off between the energy consumption and the accuracy of tracking performance.

Original languageEnglish
Title of host publication2011 International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011
Pages167-171
Number of pages5
Publication statusPublished - 2011
Event19th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011 - Split, Hvar, Dubrovnik
Duration: 2011 Sep 152011 Sep 17

Other

Other19th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011
CitySplit, Hvar, Dubrovnik
Period11/9/1511/9/17

Fingerprint

Target tracking
Extended Kalman filters
Base stations
Wireless sensor networks
Energy utilization
Trajectories
Sensors

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Software

Cite this

Tran-Quang, V., Huu, P. N., & Miyoshi, T. (2011). A collaborative target tracking algorithm considering energy constraint in WSNs. In 2011 International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011 (pp. 167-171). [6064399]

A collaborative target tracking algorithm considering energy constraint in WSNs. / Tran-Quang, Vinh; Huu, Phat Nguyen; Miyoshi, Takumi.

2011 International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011. 2011. p. 167-171 6064399.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Tran-Quang, V, Huu, PN & Miyoshi, T 2011, A collaborative target tracking algorithm considering energy constraint in WSNs. in 2011 International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011., 6064399, pp. 167-171, 19th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011, Split, Hvar, Dubrovnik, 11/9/15.
Tran-Quang V, Huu PN, Miyoshi T. A collaborative target tracking algorithm considering energy constraint in WSNs. In 2011 International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011. 2011. p. 167-171. 6064399
Tran-Quang, Vinh ; Huu, Phat Nguyen ; Miyoshi, Takumi. / A collaborative target tracking algorithm considering energy constraint in WSNs. 2011 International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2011. 2011. pp. 167-171
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