Maximum Non-Gaussianity Estimation Revisit: Uniqueness Analysis from the Perspective of Constrained Cost Function Optimization

In independent component analysis (ICA) and its diverse algorithms, uniqueness is the most essential requirement and rationality problem compared with performances of existence, stability and conve...