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Multi-target tracking using passive doppler measurements
Date
2013-04-26
Author
Guldogan, Mehmet B.
Orguner, Umut
Gustafsson, Fredrik
Metadata
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This work is licensed under a
Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License
.
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In this paper, we analyze the performance of the Gaussian mixture probability hypothesis density (GM-PHD) filter in tracking multiple non-cooperative targets using Doppler-only measurements in a passive sensor network. Clutter, missed detections and multi-static Doppler variances are incorporated into a realistic multi-target scenario. Simulation results show that the GM-PHD filter successfully tracks multiple targets using only Doppler shift measurements in a passive multi-static scenario.
Subject Keywords
Observability
,
Doppler radar
,
Doppler shift
,
Gaussian processes
,
Passive networks
,
Probability
,
Target tracking
URI
https://hdl.handle.net/11511/46499
DOI
https://doi.org/10.1109/siu.2013.6531165
Collections
Department of Electrical and Electronics Engineering, Conference / Seminar
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BibTeX
M. B. Guldogan, U. Orguner, and F. Gustafsson, “Multi-target tracking using passive doppler measurements ,” 2013, Accessed: 00, 2020. [Online]. Available: https://hdl.handle.net/11511/46499.