DOA estimation for wideband signals based on weighted Squared TOPS

Hirotaka Hayashi, Tomoaki Ohtsuki

研究成果: Article査読

16 被引用数 (Scopus)

抄録

This paper introduces a new direction-of-arrival (DOA) estimation method for wideband signal sources. The new method estimates the DOA of wideband signal sources based on squared test of orthogonality of projected subspaces (Squared TOPS) which is an improved method of TOPS. TOPS and Squared TOPS use the signal and noise subspaces of multiple frequency components of wideband signal sources. Although coherent wideband method, such as coherent signal subspace method (CSSM), performs high DOA estimation accuracy, it requires the initial estimate of signal source directions. On the other hand, TOPS and Squared TOPS can provide good performance of DOA estimation without the initial value of signal sources; however, some false peaks appear in spatial spectrum based on these methods. The proposed method, called weighted Squared TOPS (WS-TOPS), uses the modified squared matrix and selective weighted averaging process to improve DOA estimation performance. The performance of WS-TOPS is compared with those of TOPS, Squared TOPS, incoherent MUSIC, and test of orthogonality of frequency spaces (TOFS) through computer simulations. The simulation results show that WS-TOPS can suppress all false peaks in spatial spectrum and improve DOA estimation accuracy and also keep the same resolution performance as Squared TOPS.

本文言語English
論文番号243
ジャーナルEurasip Journal on Wireless Communications and Networking
2016
1
DOI
出版ステータスPublished - 2016 12 1

ASJC Scopus subject areas

  • 信号処理
  • コンピュータ サイエンスの応用
  • コンピュータ ネットワークおよび通信

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