DocumentCode :
1270861
Title :
The effects of local scattering on direction of arrival estimation with MUSIC
Author :
Astély, David ; Ottersten, Björn
Author_Institution :
Dept. of Signals, Sensors, & Syst., R. Inst. of Technol., Stockholm, Sweden
Volume :
47
Issue :
12
fYear :
1999
fDate :
12/1/1999 12:00:00 AM
Firstpage :
3220
Lastpage :
3234
Abstract :
In wireless communication scenarios, multipath propagation may cause angular spreading as seen from a base station antenna array. Environments where most energy incident on the array is from scatterers local to the mobile transmitters are considered, and the effects on direction of arrival (DOA) estimation with the MUSIC algorithm are studied. Previous work has studied rapidly time-varying channels and concluded that local scattering has a minor effect on DOA estimation in such scenarios. In this work, a channel that is time-invariant during the observation period is considered, and under the assumption of small angular spread, an approximate distribution for the DOA estimates is derived. The results show that local scattering has a significant impact on DOA estimation in the time-invariant case. Numerical examples are included to illustrate the analysis and to demonstrate that the results may be used to formulate a simple estimator of angular spread. An extension to more general Rayleigh and Ricean fading channels is also included. In addition, results from processing experimental data collected in suburban environments are presented. Good agreement with the derived distributions is obtained
Keywords :
Rayleigh channels; Rician channels; antenna arrays; approximation theory; array signal processing; cellular radio; direction-of-arrival estimation; electromagnetic wave scattering; multipath channels; radio transmitters; radiowave propagation; signal classification; statistical analysis; DOA estimation; GSM system; MUSIC algorithm; Rayleigh fading channel; Rician fading channel; angular spreading; approximate distribution; base station antenna array; direction of arrival estimation; experimental data; local scattering; mobile transmitters; multipath propagation; observation period; rapidly time-varying channels; small angular spread; suburban environments; time-invariant channel; wireless communications; Antenna arrays; Antennas and propagation; Base stations; Direction of arrival estimation; Fading; Multiple signal classification; Rayleigh scattering; Time-varying channels; Transmitters; Wireless communication;
fLanguage :
English
Journal_Title :
Signal Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1053-587X
Type :
jour
DOI :
10.1109/78.806068
Filename :
806068
Link To Document :
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