Chapter 14. Multitarget Tracking and Classification in Collaborative Sensor Networks via Sequential Monte Carlo Methods
- Simon Haykin3,
- K. J. Ray Liu4
Published Online: 9 APR 2010
DOI: 10.1002/9780470487068.ch14
Copyright © 2009 John Wiley & Sons, Inc.
Book Title
Handbook on Array Processing and Sensor Networks
Additional Information
How to Cite
Vercauteren, T. and Wang, X. (2010) Multitarget Tracking and Classification in Collaborative Sensor Networks via Sequential Monte Carlo Methods, in Handbook on Array Processing and Sensor Networks (eds S. Haykin and K. J. R. Liu), John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470487068.ch14
Editor Information
- 3
Department of Electrical Engineering, McMaster University, Hamilton, Ontario, Canada
- 4
Department of Electrical & Computer Engineering, University of Maryland, College Park, MD, USA
Publication History
- Published Online: 9 APR 2010
- Published Print: 22 JAN 2010
ISBN Information
Print ISBN: 9780470371763
Online ISBN: 9780470487068
- Summary
- Chapter
- References
Keywords:
- multitarget tracking and collaborative sensor network classification via sequential Monte Carlo methods;
- joint single-target tracking and classification;
- tracking scheme relying on leader-based algorithm - sensor selection step essential
Summary
This chapter contains sections titled:
Introduction
System Description and Problem Formulation
Sequential Monte Carlo Methods
Joint Single-Target Tracking and Classification
Multiple-Target Tracking and Classification
Sensor Selection
Simulation Results
Conclusion
Appendix: Derivations of (14.38) and (14.40)
References