On the achievability of blind source separation for high-dimensional nonlinear source mixtures

Takuya Isomura, Taro Toyoizumi

For many years, a combination of principal component analysis (PCA) and independent component analysis (ICA) has been used for blind source separation (BSS). However, it remains un…