MULTI-TARGET TRACKING USING PASSIVE DOPPLER MEASUREMENTS

---

Copy For Citation

Guldogan M. B., ORGUNER U., Gustafsson F.

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 April 2013, (Full Text)

• Publication Type: Conference Paper / Full Text
• Doi Number: 10.1109/siu.2013.6531165
• Country: CYPRUS
• Middle East Technical University Affiliated: Yes

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.