The physics of compressive sensing (CS) and the gradient-based recovery algorithms are presented. First,the di® erent forms for CS are summarized. Second, the physical meanings of coherence and measurement aregiven. Third, the gradient-based recovery algorithms and their geometry explanations are provided. Finally, weconclude the report and give some suggestion for future work.

The Physics of Compressive Sensing and the Gradient-Based Recovery Algorithms.pdf

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