Analysis of Compressive Sensing and Hardware Implementation of Orthogonal Matching Pursuit
Description:
My thesis is to understand the concept of compressive sensing algorithms. Compressive sensing will be a future alternate technique for the Nyquist rate, specific to some applications where sparsity property plays a major role. Software implementation of compressive sensing (CS) takes more time to reconstruct a signal from CS measurements, so we use the orthogonal matching pursuit and basis pursuit algorithms. We have used an image size of 256x256 is used for reconstruction and also implemented…
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Date:
December 2022
Creator:
Kadiyala, Mani Divya