When PCA is used to reduce noise, does it require that the noise is gaussian white?

PCA seems to claim its ability to reduce noise. I wonder what kind of noise can PCA handle, does the noise have to be Gaussian white? Will the denoising performance of PCA algorithms deteriorate...

12 March 2020 7,858 1 View