title: The relevance vector machine technique for channel equalization application.
abstract: 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.
authors.affiliation: Dept. of Electron. and Comput. Sci., Southampton Univ.
authors.forename: S
authors.initials: S
authors.lastname: Chen
authors.forename: S R
authors.initials: SR
authors.lastname: Gunn
authors.forename: C J
authors.initials: CJ
authors.lastname: Harris