摘要
介绍神经网络解决ATM通信网中业务质量控制的一种学习方法。以呼叫管理控制为例,评估这种神经网络控制器的性能,并给出了模拟结果。结果表明:使用神经网络的学习控制方法实现的控制器可自适应地控制特征不断变化的ATM通信网。
This paper describes a learning method which uses neural networks for service quality control in the asynchronous transfer mode (ATM) communications network. The performance of the proposed controller is evaluated by simulation of call admission control. The result from computer simulation show: the controller which is realized by the learning methed using meural networks can adapt to control ATM communications network, where its characterristics change over time.
出处
《通信技术》
1995年第1期58-65,共8页
Communications Technology
关键词
通信网
控制
神经网络
异步传输模式
neural network, ATM communications network, learing control method, network control
