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Direction finding via biquaternion matrix diagonalization with vector-sensors

  • Xiao Feng Gong*
  • , Zhi Wen Liu
  • , You Gen Xu
  • *Corresponding author for this work
  • Dalian University of Technology
  • Beijing Institute of Technology

Research output: Contribution to journalArticlepeer-review

Abstract

Direction-of-arrival (DOA) estimation based on the array of three-component electromagnetic vector-sensors is considered within a biquaternion framework. A relationship is established between the biquaternion covariance and the combination of both complex covariance and cross-product. By exploiting this relationship, the DOA estimates can finally be obtained by diagonalizing the biquaternion covariance matrix of the array outputs in a trilinear PARAFAC manner. This method does not require any a priori knowledge on the position of each sensor, and is shown to offer high robustness to colored noise for direction finding of non-linearly polarized signals. Simulations are provided to illustrate the performance of the proposed method.

Original languageEnglish
Pages (from-to)821-831
Number of pages11
JournalSignal Processing
Volume91
Issue number4
DOIs
Publication statusPublished - Apr 2011

Keywords

  • Array signal processing
  • Biquaternion
  • Direction-of-arrival
  • Parallel factor analysis
  • Polarization

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