The relevance vector machine (RVM) technique is applied to communication channel equalization. It is demonstrated that the RVM equalizer can closely match the optimal performance of the Bayesian equalizer, with a much sparser kernel representation than that is achievable by the state-of-art support vector machine (SVM) technique
Published in:
Neural Networks, IEEE Transactions on
(Volume:12
,
Issue:
6
)
Date of Publication: Nov 2001