MULTI-TARGET TRACKING USING PASSIVE DOPPLER MEASUREMENTS

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

21st Signal Processing and Communications Applications Conference (SIU), CYPRUS, 24 - 26 Nisan 2013 identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Doi Numarası: 10.1109/siu.2013.6531165
  • Basıldığı Ülke: CYPRUS
  • Orta Doğu Teknik Üniversitesi Adresli: Evet

Özet

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.