Rank reduction estimator based algorithm for estimating 2D-DOA with L-shaped array

Zi Xiang Wei, Wei Cui*, Jian Gang Hou, Si Liang Wu

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

A novel algorithm is proposed for Two-Dimensional (2D) Direction Of Arrival (DOA) estimation issue with L-shaped array. By introducing an auxiliary electrical angle, 2D-DOA estimation problem is solved by two-step 1D-DOA estimation. Firstly auxiliary electrical angle estimation is given by a propagator based RAnk Reduction Estimator (RARE). Then a cost function about one incident angle is obtained, and the incident angle estimation is given by K zeros of polynomial relating to the cost function. Finally, The other incident angle estimation is given by simple algebraic operation between the obtained auxiliary electrical angle and incident angle estimations. Computational burden analysis is given in this paper. It is shown that the proposed algorithm has a roughly same computational burden with JEADE algorithm, while both of them has larger burden than CODE and root-MUSIC algorithms. Further, the Root-Mean-Square-Error (RMSE) expressions of the incident angle estimates are derived to validate the performance of the proposed algorithm.

Original languageEnglish
Pages (from-to)1879-1885
Number of pages7
JournalDianzi Yu Xinxi Xuebao/Journal of Electronics and Information Technology
Volume37
Issue number8
DOIs
Publication statusPublished - 1 Aug 2015

Keywords

  • L-shaped array
  • Propagator Method (PM)
  • RAnk Reduction Estimator (RARE)
  • Signal processing
  • Two-Dimensional Direction Of Arrival (2D-DOA)

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