Neuro-flight controllers for aircraft using minimal, radial basis function (RBF) neural networks

• Main Author: Chua, Nigel Boon Hong.
• Other Authors: Sundararajan, Narasimhan
• Format: Theses and Dissertations
• Language: English
• Published: 2008
• Subjects: DRNTU::Engineering::Electrical and electronic engineering::Control and instrumentation::Control engineering; DRNTU::Engineering::Aeronautical engineering::Air navigation
• Online Access: http://hdl.handle.net/10356/13113
• Institution: Nanyang Technological University

This thesis presents the implementation of a newly developed minimal Radial Basis Function ( RBF ) neural network using the Minimal Resource Allocation Network ( M-RAN ) sequential learning algorithm for flight control system ap-plications. F-8 and F-16 fighter aircraft models are used in this thesi...