JOINT COMPRESSION OF MULTIPLE ECHO TRAINS USING PRINCIPAL COMPONENT ANALYSIS AND INDEPENDENT COMPONENT ANALYSIS

摘要

NMR spin echo signals are acquired downhole. PrincipalComponent Analysis is used to represent the signals by a weighted combinationof the principal components and these weights are telemetered to thesurface. At the surface, the NMR spin echo signals are recovered andinverted to give formation properties.