An eigenvector based method for estimating DOA and sensor gain-phase errors

Aifei Liu*, Guisheng Liao

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

24 Citations (Scopus)

Abstract

This paper addresses the problem of direction of arrival (DOA) estimation in the presence of sensor gain-phase errors. We derive an interesting conclusion that the Cramer–Rao Bound (CRB) on DOA and gain-phase error estimation accuracy is independent of sensor phase errors. Then, we propose a new method by using the Hadamard product of the signal eigenvectors and its conjugate. In addition, we derive a sufficient condition for unambiguous DOA estimation of the proposed method. We observe that the proposed method performs independently of phase errors, which is same as the CRB. Furthermore, it is robust to the correlated signals. Simulation results verify the above-mentioned observations and the effectiveness of the proposed method.

Original languageEnglish
Pages (from-to)116-124
Number of pages9
JournalDigital Signal Processing: A Review Journal
Volume79
DOIs
Publication statusPublished - Aug 2018
Externally publishedYes

Keywords

  • Array signal processing
  • Cramér–Rao bound (CRB)
  • Direction of arrival (DOA) estimation
  • Gain-phase error estimation
  • Phase error independence

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