三种线性Bregman迭代重构算法性能分析

针对线性Bregman迭代在压缩感知稀疏信号重构中具有良好的重构性能和抗噪性能，从理论上对三种典型的线性Bregman迭代重构算法进行了分析比较，给出了算法的步骤和应用条件，然后基于CS重构指标进行了综合的仿真与分析，最后给出了三种算法的关系以及相应的结论。

Performance analysis of three linear Bregman iterative reconstruction algorithms

Considering that linear Bregman iteration being of better performances on reconstruction and anti-noise in reconstruction of compressive sensing sparse signals, this paper analyses and compares the three typical linear Bregman iteration reconstruction algorithms, and then gives the steps of algorithm and applicable conditions, performs the comprehensive simulation and analysis based on CS reconstruction index, and finally, puts forward the relations of three algorithms and relevant conclusions.