This document provides various examples of basic compressed sensing using the MATLAB function linprog. The following examples demonstrate how to apply compressed sensing techniques to different types of signals:

  1. ECG Signal Compression
  2. K-sparse Signal Recovery
  3. Audio Signal Compression
  4. Encrypted Data Recovery
  5. Image Compression via L1 minimization

Each section includes practical code examples, with step-by-step explanations to help you understand how to implement compressed sensing in different applications.