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