Title :
Adaptive prediction applied to seismic event detection
Author :
Clark, Gregory A. ; Rodgers, Peter W.
Author_Institution :
Lawrence Livermore National Laboratory, Livermore, CA
Abstract :
Adaptive prediction was applied to the problem of detecting small seismic events in microseismic background noise. The Widrow-Hoff LMS adaptive filter [1], [2] used in a prediction configuration is compared with two standard seismic filters as an onset indicator. Examples demonstrate the technique´s usefulness with both synthetic and actual seismic data.
Keywords :
Adaptive filters; Background noise; Band pass filters; Delay; Event detection; Laboratories; Noise cancellation; Passband; Signal to noise ratio; Statistics;
Journal_Title :
Proceedings of the IEEE
DOI :
10.1109/PROC.1981.12140