The over-complete dictionary of atoms is very important to the signal sparse decomposition results,and it is also the main reason for the high computational complexity in sparse decomposition.

• 信号稀疏分解中使用的过完备原子库对分解效果十分重要,但同时它也是造成稀疏分解计算非常复杂的关键因素。