DocumentCode :
3366688
Title :
Maximum likelihood estimation of the angle of arrival of plane waves propagating in a random media
Author :
Bong-Gee Song ; Ritcey, J.A.
Author_Institution :
Dept. of Electr. Eng., Washington Univ., Seattle, WA, USA
Volume :
3
fYear :
1994
fDate :
20-24 June 1994
Firstpage :
1568
Abstract :
The problem of angle of arrival estimation of plane waves is well studied. While beamforming is the classical technique, the most recent methods use parametric models of the signals, and maximum likelihood estimation (MLE). We investigate the advantages of using the correct second moment for waves propagating in a random media (WPRM) to model the fluctuations of the arriving signals. In this way, the physics of WPRM is incorporated in our parametric model of the observations. This model is then used as the basis for the MLE. Simulation results show a dramatic improvement in the precision of the estimated angle of arrival.
Keywords :
direction-of-arrival estimation; electromagnetic wave propagation; maximum likelihood estimation; angle of arrival estimation; arriving signals; beamforming; maximum likelihood estimation; parametric models; physics; plane waves propagation; random media; second moment; simulation results; Covariance matrix; Maximum likelihood estimation; Parametric statistics; Physics; Predictive models; Random media; Sensor arrays; Signal processing; Vectors; Working environment noise;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Antennas and Propagation Society International Symposium, 1994. AP-S. Digest
Conference_Location :
Seattle, WA, USA
Print_ISBN :
0-7803-2009-3
Type :
conf
DOI :
10.1109/APS.1994.408198
Filename :
408198
Link To Document :
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