神经网络在ATM反馈速率控制器中的应用

ATM Feedback Flow Controller Using Artifitial Neural Network

本文介绍一种ATM的反馈控制采用的神经网络,对漏桶LB的状态进行监视,并对信元丢失进行预测的方法.由于该方法对反馈的传输延迟进行了充分的考虑。

In this paper, we propose the use of an artificial neural network (ANN) technique for a rate_based feedback controller in asynchronous transfer mode (ATM) networks. We propose an ANN model which monitors the status of the LB and predicts the possible cell discarding at the LB in the near future. Our model considers the propagation delay time of the feedback signal making our approach more realistic.