This chapter introduces a variety of underdetermined source signal recovery algorithms based on compression reconstruction, including greedy algorithm, algorithms based on L1 norm, algorithms based on L0 norm, algorithms based on radial basis function and so on. Based on the analysis of algorithm principle, the algorithm implementation steps are given, and the algorithm performance is simulated and analyzed.

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Source Signal Recovery Algorithm Based on Compression Reconstruction

  • Weihong Fu

摘要

This chapter introduces a variety of underdetermined source signal recovery algorithms based on compression reconstruction, including greedy algorithm, algorithms based on L1 norm, algorithms based on L0 norm, algorithms based on radial basis function and so on. Based on the analysis of algorithm principle, the algorithm implementation steps are given, and the algorithm performance is simulated and analyzed.