| 神经网络在ATM反馈速率控制器中的应用 |
| |
| 引用本文： | 刘嘉,王庆扬,韦岗.神经网络在ATM反馈速率控制器中的应用[J].华南理工大学学报(自然科学版),2000,28(1):116-121. |
| |
| 作者姓名： | 刘嘉 王庆扬 韦岗 |
| |
| 作者单位： | 华南理工大学电子与通信工程系,广东广州510640 |
| |
| 摘 要： | 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,因而更具有实际意义。
|
| 关 键 词： | 反馈控制器 速率控制 神经网络 ATM B－ISDN |
| 文章编号： | 1000-565X(2000)01-0116-06 |
| 修稿时间： | 1999-03-20 |
ATM Feedback Flow Controller Using Artifitial Neural Network |
| |
| LIU Jia,WANG Qing-yang,WEI Gang.ATM Feedback Flow Controller Using Artifitial Neural Network[J].Journal of South China University of Technology(Natural Science Edition),2000,28(1):116-121. |
| |
| Authors: | LIU Jia WANG Qing-yang WEI Gang |
| |
| Abstract: | 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. |
| |
| Keywords: | congestion control feedback controller leaky bucket neural network rate regulate |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
