DocumentCode :
714848
Title :
A new iterative coherent subspace method for wideband direction finding
Author :
Feng Wang ; Xiaowei Cui ; Mingquan Lu
Author_Institution :
Dept. of Electron. Eng., Tsinghua Univ., Beijing, China
fYear :
2015
fDate :
10-15 May 2015
Abstract :
In this paper, a new wideband direction-of-arrival (DOA) estimation algorithm, which is an iterative coherent subspace method based on two-dimensional discrete Fourier transform (2D-DFT), is proposed. Two stages of focusing are accomplished in the algorithm. Firstly, a modified 2D-DFT, which has accomplished a preliminary focusing process, is exploited on the received data to achieve initial estimates that are more accurate than the results of beamforming methods. More importantly, in the first stage, the real array manifold is projected to a new virtual array manifold that is more suitable for subsequent focusing. Secondly, based on the transformed data, an iterative process in which each step works on the estimates available from previous iterations is applied to the transformed data to estimate the DOA. Because of the implementation of 2D-DFT, the proposed algorithm can achieve a higher resolution and a better convergence performance than conventional methods, especially when the incoming sources have irregular distributions in the frequency domain. Performance analysis and simulation results show that the proposed algorithm works properly and effectively.
Keywords :
convergence of numerical methods; direction-of-arrival estimation; discrete Fourier transforms; frequency-domain analysis; iterative methods; signal resolution; 2D-DFT; DOA estimation algorithm; convergence performance; frequency domain; iterative coherent subspace method; two-dimensional discrete Fourier transform; virtual array manifold; wideband direction finding; wideband direction-of-arrival estimation algorithm; Arrays; Covariance matrices; Direction-of-arrival estimation; Estimation; Focusing; Frequency-domain analysis; Manifolds; coherent signal subspace; iterative algorithm; two-dimensional discrete Fourier transform; wideband direction finding;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Radar Conference (RadarCon), 2015 IEEE
Conference_Location :
Arlington, VA
Print_ISBN :
978-1-4799-8231-8
Type :
conf
DOI :
10.1109/RADAR.2015.7131033
Filename :
7131033
Link To Document :
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