• DocumentCode
    2269331
  • Title

    Maximum likelihood time delay estimation and Cramér-Rao bounds for multipath exploitation

  • Author

    Hayvaci, Harun Taha ; Setlur, Pawan ; Devroye, Natasha ; Erricolo, Danilo

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Univ. of Illinois at Chicago, Chicago, IL, USA
  • fYear
    2012
  • fDate
    7-11 May 2012
  • Abstract
    In this paper, time delay estimation using the maximum likelihood principle is addressed for the multipath exploitation problem, and the corresponding Cramér-Rao bounds are derived. A single wideband radar, and a target in a known reflecting geometry are assumed. If the multipath is indeed detectable and resolvable, it is shown here that multipath exploitation, firstly, permits estimating the angle of arrival (AoA) of the target with a single sensor, and secondly, improves estimation accuracy of the direct path time delay. Both these are possible because the multipath´s time delay is a deterministic function of the time delay of the direct path as well as its AoA, as is demonstrated here. The multipath caused from reflections from surfaces yields virtual radar sensors observing the target from different aspects, thereby allowing AoA estimation.
  • Keywords
    maximum likelihood estimation; radar; Cramer-Rao bounds; angle of arrival; deterministic function; direct path time delay; maximum likelihood principle; maximum likelihood time delay estimation; multipath exploitation problem; multipath time delay; reflecting geometry; virtual radar sensors; wideband radar; Bandwidth; Delay effects; Geometry; Maximum likelihood detection; Maximum likelihood estimation; Radar;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Radar Conference (RADAR), 2012 IEEE
  • Conference_Location
    Atlanta, GA
  • ISSN
    1097-5659
  • Print_ISBN
    978-1-4673-0656-0
  • Type

    conf

  • DOI
    10.1109/RADAR.2012.6212240
  • Filename
    6212240