Abstract:In this work, we propose an adaptive predictive flow control scheme based on the TSK fuzzy model for congestion control in broadband networks. The proposed control scheme intends to avoid congestion by applying a TSK type model to predict the buffer queue length. For this end, we developed an adaptive training algorithm for the TSK model that was incorporated into the proposed control scheme, achieving low loss rate network performance. Our developed fuzzy predictor consists of a two-step algorithm: an adaptiv… Show more
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