DocumentCode
356721
Title
Comparative study of two-dimensional maximum likelihood and interpolated root-MUSIC with application to teleseismic source localization
Author
Chung, Pea-Jung ; Gershman, Alex B. ; Bohme, Johann F.
Author_Institution
Dept. of Electr. Eng. & Inf. Sci., Ruhr-Univ., Bochum, Germany
fYear
2000
fDate
2000
Firstpage
68
Lastpage
72
Abstract
We apply the 2D broadband maximum likelihood (ML) and interpolated root-MUSIC methods to estimate the azimuth and velocity parameters of teleseismic events recorded by the GERESS array. A sequential test based on likelihood ratios (LR) is developed for signal detection. Our experimental results show that both methods can provide reliable estimates of signal parameters. However, ML is shown to have better estimation accuracy and robustness than interpolated root-MUSIC at the expense of a higher computational cost
Keywords
array signal processing; direction-of-arrival estimation; geophysical signal processing; interpolation; maximum likelihood detection; maximum likelihood estimation; seismology; signal classification; 2D broadband maximum likelihood; GERESS array; computational cost; estimation accuracy; interpolated root-MUSIC; likelihood ratios; multiple signal classification; robustness; sequential test; signal detection; signal parameter estimates; teleseismic event azimuth; teleseismic event velocity; teleseismic source localization; Application software; Azimuth; Computational efficiency; Direction of arrival estimation; Information science; Maximum likelihood estimation; Multiple signal classification; Sensor arrays; Sequential analysis; Signal detection;
fLanguage
English
Publisher
ieee
Conference_Titel
Statistical Signal and Array Processing, 2000. Proceedings of the Tenth IEEE Workshop on
Conference_Location
Pocono Manor, PA
Print_ISBN
0-7803-5988-7
Type
conf
DOI
10.1109/SSAP.2000.870083
Filename
870083
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