Abstract: This paper proposes a noise reduction method to Desk communications system using weighted least square support vector machine （WLS-SVM）. Noise reduction is achieved by first using a LS-SVM with the transmitted chaotic signal and, then associate weighting

Key words: Support vector machines, Least squares, Desk