A configurable compressive acquisition matrix for radar tracking using particle filtering

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

During the process of tracking using radar a set of delay-Doppler shifts along with their associated probabilities represent known information on the target state. This information can be used to offset the error introduced by compressive sensing and processing (CSP) which operates at a sub-Nyquist rate. In past work the CSP mechanism was adapted using the set of delay-Doppler shifts that may appear in the radar return waveform due to the presence of a single target. In this work a new method is proposed that utilizes not only the set of Delay-Doppler shifts, but also the probability associated with each delay-Doppler pair of appearing in the radar return waveform. Both theoretical and simulation based evidence is provided to demonstrate the improvement in estimation performance by the proposed method compared to previous CSP methods.

Original languageEnglish
Title of host publicationEuropean Microwave Week 2012
Subtitle of host publication"Space for Microwaves", EuMW 2012, Conference Proceedings - 9th European Radar Conference, EuRAD 2012
Pages103-106
Number of pages4
Publication statusPublished - 2012
Event2012 9th European Radar Conference, EuRAD 2012 - Held as Part of 15th European Microwave Week, EuMW 2012 - Amsterdam, Netherlands
Duration: 31 Oct 20122 Nov 2012

Other

Other2012 9th European Radar Conference, EuRAD 2012 - Held as Part of 15th European Microwave Week, EuMW 2012
CountryNetherlands
CityAmsterdam
Period31/10/122/11/12

Keywords

  • adaptive compressive sensing and processing
  • radar tracking

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  • Cite this

    Kyriakides, I. (2012). A configurable compressive acquisition matrix for radar tracking using particle filtering. In European Microwave Week 2012: "Space for Microwaves", EuMW 2012, Conference Proceedings - 9th European Radar Conference, EuRAD 2012 (pp. 103-106). [6450646]