Adaptive fuzzy traffic predictor and its applications in ATM networks

• Published in: 1998 IEEE International Conference on Communications Vol. 3; pp. 1759 - 1763 vol.3
• Main Authors: Qixiang Pang, Shiduan Cheng, Peng Zhang
• Format: Conference Proceeding
• Language: English
• Published: IEEE 1998
• Subjects: Adaptive control; Bandwidth; Channel allocation; Clustering algorithms; Communication system traffic control; Fuzzy systems; Programmable control; Smoothing methods; Telecommunication traffic; Traffic control

Traffic prediction is a new research subject in ATM traffic management. It is the basis of dynamic and adaptive traffic control. This paper, based on the theory of fuzzy system, presents a fuzzy traffic predictor using nearest neighborhood clustering learning algorithm. We examine its prediction eff...