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27 February 2004 Use of time-scale representations for the analysis of seismic signals
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Proceedings Volume 5266, Wavelet Applications in Industrial Processing; (2004) https://doi.org/10.1117/12.515762
Event: Photonics Technologies for Robotics, Automation, and Manufacturing, 2003, Providence, RI, United States
Abstract
The presented study, based on the continuous wavelet transform and time-frequency representations, introduce new algorithms which perform different kinds of separation processing depending on the nature of the seismic data. When dealing with a one dimensional recorded signal (one sensor), we propose a segmentation of its time-scale representation. This leads to the automatic detection and separation of the different waves. This algorithm can be applied to a whole seismic profile containing several sensors, by tracking the segmentation features in the time-scale image sequence. The resulting separation algorithm is efficient as long as the patterns of the different waves do not overlap in the time-scale plane. Afterwards, the purpose is to take into account the redundancy of information in more dimensional data to increase the separation possibilities in presence of interference. In the case of vectorial sensors, we use the polarization information to separate the different waves using phase shifts, rotations, and amplifications. At last, in the case of linear array data, we use the propagation velocity information to separate dispersive waves with overlapping patterns. For this purpose, we propose a new time-scale representation which enable the estimation of the wave dispersion function from a small array of sensors.
© (2004) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Antoine Roueff, Jocelyn Chanussot, and Jerome Mars "Use of time-scale representations for the analysis of seismic signals", Proc. SPIE 5266, Wavelet Applications in Industrial Processing, (27 February 2004); https://doi.org/10.1117/12.515762
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