Title :
Localization of multiple signals using subarrays data
Author :
Sheinvald, Jacob ; Wax, Mati
Author_Institution :
RAFAEL, Haifa, Israel
Abstract :
A new technique for localisation of multiple signals is presented. Unlike existing techniques which require that the whole array be sampled simultaneously and consequently require many receivers, our technique allows us to sample arbitrary subarrays sequentially and consequently significantly reduces the required number of receivers. The estimation method we use in conjunction with this sampling scheme is based on approximating the corresponding maximum likelihood estimator by a computationally simpler generalized least squares (GLS) estimator that is proved to be both consistent and efficient
Keywords :
array signal processing; least squares approximations; maximum likelihood estimation; signal sampling; GLS estimator; estimation method; generalized least squares estimator; maximum likelihood estimator; multiple signals localisation; receivers; sampling; subarrays; subarrays data; Hardware; Impedance; Interferometers; Jacobian matrices; Least squares approximation; Maximum likelihood detection; Maximum likelihood estimation; Sampling methods; Sensor arrays; Signal resolution;
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.1995.478492