Title :
Resolution enhanced MUSIC-like DOA estimation algorithm without estimating the number of sources
Author :
Zhang Ying ; Zhao Huapeng
Author_Institution :
Coll. of Electron. Eng., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
Abstract :
In this paper, we propose a new DOA estimation algorithm which achieves better resolution than the MUSIC algorithm and does not require estimation of the number of sources. Snapshots and steering vector used in the new algorithm are proposed to be constructed in the form of a second-order Volterra filter. To avoid estimation of the number of sources, we introduce a new optimization problem to realize DOA estimation in the framework of beamforming. Computer simulations are conducted to demonstrate validity and superiority of the proposed algorithm.
Keywords :
array signal processing; direction-of-arrival estimation; nonlinear filters; optimisation; signal classification; signal resolution; beamforming; computer simulations; optimisation problem; resolution enhanced MUSIC-like DOA estimation algorithm; second-order Volterra filter; snapshots; steering vector; Adaptive filters; Arrays; Direction of arrival estimation; Estimation; Filtering algorithms; Multiple signal classification; Vectors;
Conference_Titel :
Antennas and Propagation (APCAP), 2012 IEEE Asia-Pacific Conference on
Conference_Location :
Singapore
Print_ISBN :
978-1-4673-0666-9
DOI :
10.1109/APCAP.2012.6333259