Power prediction in reverse link for mobile DS/CDMA systems using support vector regression

• Main Authors: Naret Suyaroj, Nipon Theera-Umpon, Sansanee Auephanwiriyakul
• Format: Conference Proceeding
• Published: 2018
• Subjects: Computer Science; Engineering
• Online Access: https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=52949130974&origin=inward; http://cmuir.cmu.ac.th/jspui/handle/6653943832/60286
• Institution: Chiang Mai University

This paper presents an application of the support vector regression (SVR) in prediction of received signal power in the direct sequence code division multiple access (DS/CDMA) systems. The predictor selects the parameters by using five-fold cross-validation method. The results are evaluated in term...