An efficient approach to the radar ghost elimination problem

K. Bekiroglu, M. Ayazoglu, C. Lagoa, M. Sznaier

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

3 Scopus citations

Abstract

Passive sensors or radars in a jammed environment can only measure the targets' bearing or direction information and their location then can be calculated by using well known triangulation methods. However triangulation produces ghosts which act and operate like real targets. Although there are methods in the literature for ghost elimination the procedures proposed are usually very complex especially if the measurements are noisy. Moreover, the resulting false alarm rate might be unacceptable. As a way of addressing this problem, in this paper, a new efficient ghost elimination algorithm is provided. The proposed approach uses the fact that a ghost trajectory is a function of the trajectories of two targets and, hence, its complexity is higher. The algorithm estimates the complexity of the observed trajectories (order of systems that approximately generate them) by using fast algorithms based on the concept of atomic norm and classifies observed objects as targets/ghosts if their trajectory complexity is low/high. Finally the proposed approach is illustrated by using an academic example.

Original languageEnglish (US)
Title of host publication2016 American Control Conference, ACC 2016
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages3515-3520
Number of pages6
ISBN (Electronic)9781467386821
DOIs
StatePublished - Jul 28 2016
Event2016 American Control Conference, ACC 2016 - Boston, United States
Duration: Jul 6 2016Jul 8 2016

Publication series

NameProceedings of the American Control Conference
Volume2016-July
ISSN (Print)0743-1619

Other

Other2016 American Control Conference, ACC 2016
CountryUnited States
CityBoston
Period7/6/167/8/16

All Science Journal Classification (ASJC) codes

  • Electrical and Electronic Engineering

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    Bekiroglu, K., Ayazoglu, M., Lagoa, C., & Sznaier, M. (2016). An efficient approach to the radar ghost elimination problem. In 2016 American Control Conference, ACC 2016 (pp. 3515-3520). [7525458] (Proceedings of the American Control Conference; Vol. 2016-July). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ACC.2016.7525458