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Target range estimation in OFDM radar system via kernel least mean square technique

  • U. K. Singh
  • , R. Mitra
  • , V. Bhatia
  • , A. K. Mishra
  • Indian Institute of Technology Indore
  • Institute of Electrical Engineering of the Slovak Academy of Sciences
  • University of Cape Town

Allbwn ymchwil: Pennod mewn Llyfr/Adroddiad/Trafodion CynhadleddTrafodion Cynhadledd (ISBN)

7 Dyfyniadau (Scopus)

Crynodeb

Estimating range and velocity of a target is an integral part of radar systems. The orthogonal frequency division multiplex (OFDM) radar system exhibits inherent non-linearity which makes the accurate estimation of target's range and velocity hard to evaluate via conventional linear estimation technique like Fourier transform (FT). In this paper, a novel iterative non-linear kernel least mean square (KLMS) based estimation technique for target range estimation is proposed. Simulations demonstrate convergence of the proposed KLMS based estimator to a lower mean square error floor as compared to the existing FT based estimator.

Iaith wreiddiolSaesneg
TeitlIET Conference Publications
CyhoeddwrInstitution of Engineering and Technology
Nifer y tudalennau5
ArgraffiadCP728
ISBN (Electronig)9781785614217, 9781785615030, 9781785616624, 9781785616723, 9781785616990, 9781785617072
ISBN (Argraffiad)9781785615078, 9781785615153
Dynodwyr Gwrthrych Digidol (DOIs)
StatwsCyhoeddwyd - 28 Mai 2018
Cyhoeddwyd yn allanolIe
Digwyddiad2017 International Conference on Radar Systems, Radar 2017 - Belfast, Teyrnas Unedig Prydain Fawr a Gogledd Iwerddon
Hyd: 23 Hyd 201726 Hyd 2017

Cyfres gyhoeddiadau

EnwIET Conference Publications
RhifCP728
Cyfrol2017

Cynhadledd

Cynhadledd2017 International Conference on Radar Systems, Radar 2017
Gwlad/TiriogaethTeyrnas Unedig Prydain Fawr a Gogledd Iwerddon
DinasBelfast
Cyfnod23 Hyd 201726 Hyd 2017

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