Neural fuzzy connection admission controller and method in a node of an asynchronous transfer mode (ATM) communication network

摘要

A neural fuzzy connection admission controller and method is provided for controlling admission of a new connecting call in a node of a communication network. The neural fuzzy connection admission controller is an inference engine based on a multi-layered neural fuzzy network. The neural fuzzy connection admission controller provides a decision signal +E,cir Z+EE in response to an available bandwidth capacity Ca, a congestion control action y and a cell loss ratio Pl. Since the decision signal +E,cir Z+EE is obtained via a learning process, so the decision is closer to a desired result.