Title :
Efficient direction estimation of uncorrelated sources using polynomial rooting
Author :
Göransson, Bo ; Ottersten, Björn
Author_Institution :
R. Inst. of Technol., Stockholm, Sweden
Abstract :
This paper presents a novel technique for estimating directions of arrival of uncorrelated narrowband sources. It is also shown that, if a uniform linear array is assumed, the estimation can be performed by a computationally attractive rooting technique. It is further shown that the asymptotic covariance of the estimation error attains the proper Cramer-Rao lower bound. The theoretical results presented are compared to computer simulations
Keywords :
array signal processing; covariance matrices; direction-of-arrival estimation; error analysis; estimation theory; polynomial matrices; Cramer-Rao lower bound; asymptotic covariance; directions of arrival; efficient direction estimation; estimation error; narrowband sources; polynomial rooting; rooting technique; uncorrelated sources; uniform linear array; Computer simulation; Cost function; Covariance matrix; Direction of arrival estimation; Estimation error; Maximum likelihood estimation; Narrowband; Polynomials; Sensor arrays; Sensor systems;
Conference_Titel :
Digital Signal Processing Proceedings, 1997. DSP 97., 1997 13th International Conference on
Conference_Location :
Santorini
Print_ISBN :
0-7803-4137-6
DOI :
10.1109/ICDSP.1997.628517