Title :
Efficient wideband source localization using beamforming invariance technique
Author_Institution :
Dept. of Commun. Eng., Nat. Chiao Tung Univ., Hsinchu, Taiwan
fDate :
6/1/1994 12:00:00 AM
Abstract :
A novel scheme for wideband direction-of-arrival (DOA) estimation is proposed. The technique performs coherent signal subspace transformation by a set of judiciously constructed beamforming matrices. The beamformers are chosen to transform each of the narrowband array manifold vectors into the one corresponding to the reference frequency, regardless of the actual spatial distribution of the sources. The focused data correlation matrix can thus be obtained without any preliminary DOA estimation or iteration. A simplified version of the beamspace Root-MUSIC algorithm is developed and used in conjunction with the proposed method to efficiently localize multiple wideband sources with a linear, equally spaced array. Numerical simulations are conducted to demonstrate the efficacy of the new scheme
Keywords :
array signal processing; computational complexity; matrix algebra; parameter estimation; DOA; beamforming invariance technique; beamforming matrices; beamspace root-MUSIC algorithm; coherent signal subspace transformation; efficient wideband source localization; focused data correlation matrix; multiple wideband sources; narrowband array manifold vector; reference frequency; spatial distribution; wideband direction-of-arrival estimation; Array signal processing; Covariance matrix; Direction of arrival estimation; Frequency; Matrix decomposition; Narrowband; Numerical simulation; Position measurement; Sensor arrays; Wideband;
Journal_Title :
Signal Processing, IEEE Transactions on