Adaptive linear prediction filters based on maximum a posteriori estimation

Robust diffusion LMS over adaptive networks

“…Then, by using a weighted stochastic gradient, this knowledge is utilized in the adaption algorithm. In [34], regularization terms have been included as the probability distribution of the filter coefficients. The adaptive filter is designed using Gaussian distribution and applying a maximum a posteriori estimation.…”