Performance evaluation of the correntropy coefficient in automatic modulation classification. Issue 1 (January 2015)

• Record Type: Journal Article
• Authors: Fontes, Aluisio I.R.; de M. Martins, Allan; Silveira, Luiz F.Q.; Principe, J.C.
• Is Part Of: Expert systems with applications. Volume 42:Issue 1(2015)
• Page Start: 1
• Page End: 8
• Publication Date: 2015-01
• Subjects: Expert systems (Computer science) -- Periodicals; Systèmes experts (Informatique) -- Périodiques; Electronic journals; 006.33
• DOI: 10.1016/j.eswa.2014.07.023
• Languages: English
• ISSNs: 0957-4174

Abstract

<abstract xml:lang="en" abstract-type="author-highlights" id="ab005"> <title id="st055">Highlights</title> <sec> <p id="sp005"> <list id="l0005"> <list-item id="u0005"> <label></label> <p id="p0250">We propose the direct use of the correntropy for modulation format recognition.</p> </list-item> <list-item id="u0010"> <label></label> <p id="p0255">We investigate the influence of kernel size on the performance of the classifier.</p> </list-item> <list-item id="u0015"> <label></label> <p id="p0260">The absence of a pre-processing module in the classifier reduces the complexity.</p> </list-item> <list-item id="u0020"> <label></label> <p id="p0265">The method was shown to be highly efficient and scalable for wireless systems.</p> </list-item> </list> </p> </sec> </abstract>