Caifeng Cheng1,2, Deshu Lin3,*
Journal on Internet of Things, Vol.2, No.1, pp. 37-45, 2020, DOI:10.32604/jiot.2020.09116
Abstract Compressive sensing theory mainly includes the sparsely of signal
processing, the structure of the measurement matrix and reconstruction
algorithm. Reconstruction algorithm is the core content of CS theory, that is,
through the low dimensional sparse signal recovers the original signal accurately.
This thesis based on the theory of CS to study further on seismic data
reconstruction algorithm. We select orthogonal matching pursuit algorithm as a
base reconstruction algorithm. Then do the specific research for the
implementation principle, the structure of the algorithm of AOMP and make the
signal simulation at the same time. In view of the OMP algorithm reconstruction… More >
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