Title :
A temporal smoothing approach to direction of arrival estimation of coherent signals in fading channels
Author :
Van Rheeden, D.R. ; Gupta, S.C.
Author_Institution :
Sch. of Eng. & Appl. Sci., Southern Methodist Univ., Dallas, TX, USA
Abstract :
In this paper we describe a temporal smoothing approach for estimating the direction of arrival of coherent signals in a fading channel. Over a period of several frames, the multipath signal phases in a fading channel give rise to randomly varying phases. By temporally averaging over these phase terms in a noise subspace estimator such as MUSIC, the received signal array covariance matrix will become full rank, even in the presence of coherent signals. Theoretical results demonstrate that, given K directions of arrival, temporal smoothing requires K+1 sensor elements compared with spatial smoothing which requires 2K elements, and forward/backward spatial smoothing which requires 3K/2 sensor elements
Keywords :
adaptive antenna arrays; antenna theory; array signal processing; covariance matrices; direction-of-arrival estimation; fading channels; land mobile radio; multipath channels; smoothing methods; MUSIC; coherent signals; direction of arrival estimation; fading channels; full rank matrix; multipath signal; noise subspace estimator; randomly varying phases; received signal array covariance matrix; temporal smoothing approach; Base stations; Covariance matrix; Direction of arrival estimation; Directive antennas; Fading; Maximum likelihood estimation; Multiple signal classification; Phased arrays; Position measurement; Smoothing methods;
Conference_Titel :
Wireless Communications and Networking Conference, 1999. WCNC. 1999 IEEE
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-5668-3
DOI :
10.1109/WCNC.1999.797832