Neural networks for ATM traffic control

• Main Author: Ng, Hock Soon.
• Other Authors: Sundararajan, Narasimhan
• Format: Theses and Dissertations
• Published: 2008
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Computer hardware, software and systems
• Online Access: http://hdl.handle.net/10356/4949
• Institution: Nanyang Technological University

This thesis presents the application of the newly developed minimal radial basis function neural network called Minimal Resource Allocation Network (MRAN) to solve the traffic control problems in Asynchronous Transfer Mode (ATM) networks. Special focus has been given to the congestion control scheme...