Article ID Journal Published Year Pages File Type
7225358 Optik - International Journal for Light and Electron Optics 2017 10 Pages PDF
Abstract
A support vector machine (SVM)-based data detection for 8-superposed pulse amplitude modulation and direct-current-biased optical orthogonal frequency division multiplexing in visible light communication is proposed and experimentally demonstrated. In this work, the SVM detector contains multiple binary classifiers with different classification strategies. The separating hyperplane of each SVM is constructed by means of the training data. The experiment results presented that the SVM detection offers improved bit error rate performance compared with the traditional direct decision method.
Related Topics
Physical Sciences and Engineering Engineering Engineering (General)
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