Title :
Accurate P-wave arrival detection via MODWT
Author :
Hafez, Ali G. ; Kohda, T.
Author_Institution :
Dept. Comput. Sci. & Comm. Eng., Kyushu Univ., Japan
Abstract :
P-wave arrivals of many weak events cannot be precisely determined manually. We use maximal overlap discrete wavelet transform (MODWT) for manually determining clear P-wave arrivals of weak events. We introduce an automatic onset detection and picking algorithm that uses the multi resolution analysis (MRA) components of this MODWT. Parameter settings are not needed, as the algorithm will work on data generated by either short or very broad band seismometers. The application of the proposed algorithm on data of three stations extracted from the Egyptian National Seismic Network (ENSN) in Cairo region shows a maximum standard deviation of 0.17 seconds for the corresponding manual picks.
Keywords :
Earth crust; seismic waves; seismology; Cairo region; Egyptian National Seismic Network; MODWT; Maximal overlap discrete wavelet transform; accurate P-wave arrival detection; algorithm; automatic onset detection; multi resolution analysis; seismic data; short broad band seismometers data; very broad band seismometers data; weak events; Algorithm design and analysis; Data mining; Detectors; Discrete wavelet transforms; Earthquakes; Eigenvalues and eigenfunctions; Event detection; Frequency domain analysis; Multiresolution analysis; Seismology; MODWT; P-wave picking; seismic data; wavelets; weak events and micro seisms;
Conference_Titel :
Computer Engineering & Systems, 2009. ICCES 2009. International Conference on
Conference_Location :
Cairo
Print_ISBN :
978-1-4244-5842-4
Electronic_ISBN :
978-1-4244-5843-1
DOI :
10.1109/ICCES.2009.5383235