Title :
Broadband maximum energy array with user imposed spatial and frequency constraints
Author :
Korompis, Daniel ; Yao, Kung ; Lorenzelli, Flavio
Author_Institution :
Dept. of Electr. Eng., California Univ., Los Angeles, CA, USA
Abstract :
We consider an optimum broadband equally spaced linear array of R sensors each having L taps based on maximum energy concentration over some desired spatial “look” and frequency regions subject to user imposed spatial and frequency attenuation constraints. This problem is first expressed as a constrained maximization of a generalized Rayleigh ratio where the matrices in the ratio are specified by the spatial and frequency domains and the constraining subspace is specified by the array values, derivative values, and spatial locations. The optimum array weight vector is then obtained as a solution of a transformed computationally tractable unconstrained full-rank lower-dimensional generalized eigenvalue problem. Numerical examples are given to illustrate the usefulness of this approach
Keywords :
array signal processing; eigenvalues and eigenfunctions; frequency-domain analysis; matrix algebra; array values; broadband maximum energy array; constrained maximization; constraining subspace; derivative values; equally spaced linear array; frequency attenuation constraints; frequency domain; generalized Rayleigh ratio; generalized eigenvalue problem; matrices; maximum energy concentration; optimum array weight vector; sensors; spatial attenuation constraints; spatial domain; spatial locations; spatial look region; Acoustic arrays; Attenuation; Ear; Eigenvalues and eigenfunctions; Frequency domain analysis; Interference; Microphone arrays; Sensor arrays; Sensor phenomena and characterization; Subspace constraints;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1994. ICASSP-94., 1994 IEEE International Conference on
Conference_Location :
Adelaide, SA
Print_ISBN :
0-7803-1775-0
DOI :
10.1109/ICASSP.1994.389763