Robust Vector MSSA for SNR Enhancement of Seismic Records
Daniel Brox, Mauricio D. Sacchi
Abstract
A robust vector MSSA algorithm for denoising seismic data is introduced, and initial results of applying this algorithm to denoise synthetic and real seismic data records are presented. In particular, the MSSA algorithm, originally applied to denoise scalar seismic wavefields, is generalized to denoise vector seismic wave fields. We also introduce a robust rank reduction algorithm within the MSSA denoising algorithm which attenuates erratic signals in the input wavefield without distorting the output.
Topics & Concepts
Noise reductionScalar (mathematics)AlgorithmComputer scienceGeologyPattern recognition (psychology)Artificial intelligenceMathematicsGeometrySeismic Imaging and Inversion TechniquesImage and Signal Denoising MethodsSeismic Waves and Analysis