DocumentCode :
3414731
Title :
The role of subspace swap in music performance breakdown
Author :
Johnson, Ben A. ; Abramovich, Yuri I. ; Mestre, Xavier
Author_Institution :
RLM, Pty. Ltd., Edinburgh, SA
fYear :
2008
fDate :
March 31 2008-April 4 2008
Firstpage :
2473
Lastpage :
2476
Abstract :
Direction-of-arrival estimation performance of MUSIC in the so- called "threshold" area is often attributed to the "subspace swap" phenomena. We show that the subspace swap condition can be accurately predicted using recent results from Random Matrix Theory (RMT) analysis, but that subspace "leakage" rather than full sub- space swap is associated with the onset of performance degradation in closely spaced multiple source scenarios. Prediction of the "sub- space swap" phenomena is examined analytically and by the use of Monte-Carlo simulation.
Keywords :
Monte Carlo methods; adaptive signal processing; error analysis; random functions; MUSIC; Monte Carlo simulation; Random Matrix Theory; direction of arrival; estimation performance; music performance breakdown; performance degradation; spaced multiple source scenarios; subspace swap; Australia; Degradation; Direction of arrival estimation; Eigenvalues and eigenfunctions; Electric breakdown; Maximum likelihood estimation; Multiple signal classification; Performance analysis; Signal to noise ratio; Telecommunications; Direction of arrival estimation; adaptive arrays; error analysis; maximum likelihood estimation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech and Signal Processing, 2008. ICASSP 2008. IEEE International Conference on
Conference_Location :
Las Vegas, NV
ISSN :
1520-6149
Print_ISBN :
978-1-4244-1483-3
Electronic_ISBN :
1520-6149
Type :
conf
DOI :
10.1109/ICASSP.2008.4518149
Filename :
4518149
Link To Document :
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