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
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;
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
DOI :
10.1109/SSAP.2000.870083