Title :
Computationally efficient method for joint azimuth-elevation direction estimation with L-shaped array
Author :
Guangmin Wang ; Jingmin Xin ; Nanning Zheng ; Sano, Akihide
Author_Institution :
Inst. of Artificial Intell. & Robot., Xi´an Jiaotong Univ., Xi´an, China
Abstract :
For overcoming the problems of pairing failure and estimation failure, which are frequently encountered in two-dimensional (2-D) direction-of-arrival (DOA) estimation of multiple signals, we propose a new computationally efficient subspace-based based 2-D DOA estimation with automatic pair-matching method for noncoherent narrowband signals impinging on the L-shaped sensor array structured by two uniform linear arrays (ULAs). In the proposed method the computationally expensive procedures of eigendecomposition in subspace estimation and pair-matching of the estimated azimuth and elevation angles are avoided, while the problems of pairing failure and estimation failure are overcome. The statistical analysis is studied, and the closed-form expressions of the asymptotic mean-square-errors (MSEs) of the elevation and azimuth estimates are derived explicitly. Finally the effectiveness of the proposed method and the theoretical analysis are substantiated through numerical examples.
Keywords :
array signal processing; direction-of-arrival estimation; mean square error methods; sensor arrays; statistical analysis; L-shaped sensor array; ULA; asymptotic MSE; automatic pair-matching method; computationally efficient subspace-based based 2D DOA estimation; direction-of-arrival; eigendecomposition; estimation failure; joint azimuth-elevation direction estimation; mean square errors; noncoherent narrowband signals; pairing failure; statistical analysis; subspace estimation; two-dimensional; uniform linear arrays; Arrays; Azimuth; Conferences; Direction-of-arrival estimation; Estimation; Signal to noise ratio; Wireless communication;
Conference_Titel :
Signal Processing Advances in Wireless Communications (SPAWC), 2013 IEEE 14th Workshop on
Conference_Location :
Darmstadt
DOI :
10.1109/SPAWC.2013.6612094