CHU Li wen, CHEN Jun liang, LIAO Jian xin. An Neural-Networks Based Fuzzy Call Admission Controller[J]. Acta Electronica Sinica, 1999, (11).DOI:
基于神经网络的模糊呼叫接纳控制器
摘要
本文提出了一种新的基于神网络的模糊逻辑技术实现呼叫接纳控制(CAC)的方法
与传统的神经网络方法相比
该方法利用了两种技术的优点
能合理地选择初始参数
同时具有自学习能力.模拟结果表明
我们提出的方法能够利用较少的训练数据获得较高的精确性
减少了训练时间
体现了传统的分析方法和神经网络方法不具备的优越性.
Abstract
A new approach for call admission control using fuzzy logic based on neural networks is proposed.This approach can select preliminary parameters properly
have self learning ability by combining the benefits of neural networks and fuzzy logic.Simulation results show that the approach can use less training data
has higher decision accuracy
and saves a large smount of training time
so it is superior in comparison with analytical methods and neural networks methods.