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Tensor approach to DOA estimation of coherent signals with electromagnetic vector-sensor array

  • Ming Yang Cao
  • , Xingpeng Mao*
  • , Xiaozhuan Long
  • , Lei Huang
  • *Corresponding author for this work
  • School of Electronics and Information Engineering, Harbin Institute of Technology
  • Ministry of Industry and Information Technology
  • Science and Technology on Electronic Information Control Laboratory
  • Shenzhen University

Research output: Contribution to journalArticlepeer-review

Abstract

This paper addresses the direction-of-arrival (DOA) estimation problem using a uniform rectangular array with electromagnetic vector-sensors in correlated/coherent signal environments. The polarization information is separated from the steering matrix to decorrelate the signals. By developing a tensorial structured received measurements of the array, we propose a tensor-based eigenvector DOA estimation method. Then we apply the forward-backward averaging to the tensor since it obeys the centro-Hermitian structure. In addition, a tensor-based polarization parameters estimation method is presented. The proposed algorithms are superior to the state-of-the-art algorithms in terms of estimation accuracy of coherent signals while only demand a modest computation burden comparing with the latter ones. Simulation results are given to demonstrate the effectiveness of the proposed methods under different scenarios.

Original languageEnglish
Article number4320
JournalSensors
Volume18
Issue number12
DOIs
StatePublished - Dec 2018
Externally publishedYes

Keywords

  • Coherent signals
  • Direction-of-arrival estimation
  • Electromagnetic vector-sensor array
  • Tensor approach

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