Title :
On the limitation of Vezzosi´s subspace rotation method for angle-of-arrival estimation
Author :
Haber, F. ; Shi, Q.
Author_Institution :
Moore School of Electr. Eng., Pennsylvania Univ., Philadelphia, PA, USA
Abstract :
Vezzosi (Ann. des Telecommun., vol.37, p.425-39, Sept. 1982) proposed an eigenvector (EV) rotation method to resolve multiple signal arrivals to a sensor array and to estimate their angles-of arrival. In the present work it is shown that the model assumed by Vezzosi implies uncorrelated sources, and that the criterion by which the EV rotation is carried out is based on this implicit assumption. The authors present simulation results demonstrating the behavior of the method in a correlated two-source environment with various magnitudes of correlation coefficient, and they show the dependence of the quality of the estimates on the phase of the correlation coefficient. It is concluded that Vezzosi´s method is very effective for resolving uncorrelated arrivals. However, it will encounter problems when the arrivals are partly correlated.<>
Keywords :
signal detection; signal processing; angle-of-arrival estimation; array processing; correlated two-source environment; correlation coefficient; eigenvector rotation method; multiple signal arrivals; sensor array; signal processing; subspace rotation method; uncorrelated sources; Covariance matrix; Eigenvalues and eigenfunctions; Mathematical model; Multiple signal classification; Phase estimation; Sensor arrays; Signal resolution; Signal to noise ratio;
Conference_Titel :
Antennas and Propagation Society International Symposium, 1989. AP-S. Digest
Conference_Location :
San Jose, CA, USA
DOI :
10.1109/APS.1989.134865