Radial basis function networks for communication channel equalisation

• Main Author: Chandra Kumar, P.
• Other Authors: Saratchandran, Paramasivan
• Format: Theses and Dissertations
• Language: English
• Published: 2008
• Subjects: DRNTU::Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: http://hdl.handle.net/10356/13191
• Institution: Nanyang Technological University

This thesis presents the application of a minimal radial basis function (RBF) neural network, referred to as MRAN (Minimal Resource Allocation Network) for communication channel equalisation and co-channel interference rejection. Unlike most classical RBF neural networks with the number of hidden ne...