Title :
Acoustic vector-sensor beamforming and Capon direction estimation
Author :
Hawkes, Malcolm ; Nehorai, Arye
Author_Institution :
Dept. of Electr. Eng., Yale Univ., New Haven, CT, USA
Abstract :
We consider beamforming and Capon direction of arrival (DOA) estimation using arrays of acoustic vector sensors. We derive an expression for the Cramer-Rao bound (CRB) on the DOA parameters of a single source. Using this, we give conditions that minimize the lower bound on the asymptotic mean-square angular error, and conditions that ensure it is isotropic. The asymptotic performance of the Capon (1969, 1971) and beamforming estimators is analyzed and compared with a scalar-sensor array. The vector-sensor array is seen to have improved performance due to its elements´ directional sensitivity. Large sample approximations for the mean-square error (MSE) matrices of the estimators are derived. Throughout, we compare vector-sensor arrays with their scalar-sensor counterparts
Keywords :
acoustic arrays; acoustic signal processing; approximation theory; direction-of-arrival estimation; error analysis; matrix algebra; signal sampling; Capon direction estimation; Cramer-Rao bound; DOA parameters; acoustic vector-sensor beamforming; asymptotic mean-square angular error; asymptotic performance; beamforming estimators; directional sensitivity; large sample approximations; lower bound; mean-square error matrices; scalar-sensor array; vector-sensor array; Acoustic arrays; Acoustic measurements; Acoustic sensors; Array signal processing; Direction of arrival estimation; Particle measurements; Pressure measurement; Sea measurements; Sensor arrays; Velocity measurement;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Conference_Location :
Detroit, MI
Print_ISBN :
0-7803-2431-5
DOI :
10.1109/ICASSP.1995.479926