Presentation 2003/11/14
High-Resolution Subspace-Based Method for Direction-of-Arrival Estimation without Eigendecomposition
Jingmin XIN, Toru MANIWA, Akira SANO,
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Abstract(in English) In this paper, we propose a new computationally efficient subspace-based method without eigendecomposition (SUMWE) for the coherent narrowband signals impinging on a uniform linear array (ULA) by exploiting the array geometry and its shift invariance property. The SUMWE does not erquire the computationally cumbersome eigendecomposition and the evaluation of all correlations of the array data, and the effect of additive noise is eliminated. Furthermore, the SUMWE is also suitable for the case of partly coherent or incoherent signals, and it can be extended to the spatially correlated noise by choosing appropriate subarrays. The statistical analysis of the SUMWE is studied, and the asymptotic mean-squared-error (MSE) expression of the estimation error is derived. The performance of the SUMWE is demonstrated and the theoretical analysis is substantiated through numerical examples.
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Keyword(in English) Direction-of-arrival estimation / eigendecomposition / linear operation / multipath environment / subspace-based method
Paper # A・P2003-186,RCS2003-192
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Committee RCS
Conference Date 2003/11/14(1days)
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Language ENG
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) High-Resolution Subspace-Based Method for Direction-of-Arrival Estimation without Eigendecomposition
Sub Title (in English)
Keyword(1) Direction-of-arrival estimation
Keyword(2) eigendecomposition
Keyword(3) linear operation
Keyword(4) multipath environment
Keyword(5) subspace-based method
1st Author's Name Jingmin XIN
1st Author's Affiliation Fujitsu Laboratories Ltd.()
2nd Author's Name Toru MANIWA
2nd Author's Affiliation Fujitsu Laboratories Ltd.
3rd Author's Name Akira SANO
3rd Author's Affiliation Dept. of System Design Engineering, Keio University
Date 2003/11/14
Paper # A・P2003-186,RCS2003-192
Volume (vol) vol.103
Number (no) 460
Page pp.pp.-
#Pages 6
Date of Issue