Title :
Path-following algorithm for passive localization of near-field sources
Author :
Starer, David ; Nehorai, Arye
Author_Institution :
Dept. of Electr. Eng., Yale Univ., New Haven, CT, USA
Abstract :
Presents a new algorithm for passive localization of multiple narrow-band near-field sources using a uniform linear array. The algorithm is computationally efficient and has global convergence. It minimizes the MUSIC cost function with respect to the source ranges and bearings, subject to geometrical constraints imposed by the curvature of the received wavefronts. It is shown that, when the cost function is expanded in a two-dimensional power series in the Fresnel region, the estimation problem reduces to one of solving a set of two coupled two-dimensional polynomial equations. The proposed algorithm solves this nonlinear problem using a modification of the path-following (or homotopy) method.<>
Keywords :
polynomials; signal processing; Fresnel region; MUSIC cost function; computational efficiency; estimation problem; global convergence; multiple narrow-band near-field sources; passive localization; path-following algorithm; two-dimensional polynomial equations; two-dimensional power series; uniform linear array; Array signal processing; Cost function; Multiple signal classification; Narrowband; Parallel processing; Polynomials; Position measurement; Power engineering computing; Sensor arrays; Signal processing algorithms;
Conference_Titel :
Spectrum Estimation and Modeling, 1990., Fifth ASSP Workshop on
Conference_Location :
Rochester, NY, USA
DOI :
10.1109/SPECT.1990.205600