Detection, Classification and Tracking of Targets in Distributed Sensor Networks (2002)
| Venue: | IEEE Signal Processing Magazine |
| Citations: | 67 - 0 self |
BibTeX
@INPROCEEDINGS{Li02detection,classification,
author = {Dan Li and Kerry D. Wong and Yu H. Hu and Akbar M. Sayeed},
title = {Detection, Classification and Tracking of Targets in Distributed Sensor Networks},
booktitle = {IEEE Signal Processing Magazine},
year = {2002},
pages = {17--29}
}
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Abstract
We outline a framework for collaborative signal processing in distributed sensor networks. The ideas are presented in the context of tracking multiple moving objects in a sensor field. The key steps involved in the tracking procedure include event detection, target classification, and estimation and prediction of target location. Algorithms for various tasks are discussed with an emphasis on classification. Results based on experiments with real data are reported which provide useful insights into the essential nature of the problems. Issues, challenges and directions for future research are identified.
