Title :
Multi-target tracking using passive Doppler measurements
Author :
Guldogan, Mehmet Burak ; Orguner, Umut ; Gustafsson, Fredrik
Author_Institution :
Elektrik-Elektron. Muhendisligi, Turgut Ozal Univ., Ankara, Turkey
Abstract :
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.
Keywords :
Doppler radar; Doppler shift; Gaussian processes; passive networks; probability; target tracking; Doppler shift measurements; GM-PHD filter; Gaussian mixture probability hypothesis density filter; mixture Doppler-only measurements; multistatic Doppler variances; multitarget tracking; passive Doppler measurements; passive sensor network; Abstracts;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2013 21st
Conference_Location :
Haspolat
Print_ISBN :
978-1-4673-5562-9
Electronic_ISBN :
978-1-4673-5561-2
DOI :
10.1109/SIU.2013.6531165
