Mathematical Foundation of Blind Source Separation
Xianchuan Yu, Dan Hu, Jindong Xu · 2014
Some readers may be interested in the mathematical background behind the various blind source separation techniques. In this chapter, we review key concepts and formulas that are essential for this purpose, including matrix analysis, higher-order statistics, and information theory.