On-line Trajectory Control of Aircraft Using Neural Networks | ||||
International Conference on Aerospace Sciences and Aviation Technology | ||||
Article 5, Volume 8, ASAT Conference, 4-6 May 1999, May 1999, Page 1-11 PDF (1.88 MB) | ||||
Document Type: Original Article | ||||
DOI: 10.21608/asat.1999.24864 | ||||
View on SCiNiTO | ||||
Authors | ||||
A. M. Bayoumy1; F. I. Abdel-Ghany2; I. M. Ibrahim3 | ||||
1Eng. Amgad M. Bayoumy, Military Technical College (MTC), Cairo, Egypt. | ||||
2Assoc.Prof. FrAwzy Ibrahim AbdelGhany, Chairman of Radar and Guidance Department, MTC, Cairo, Egypt. | ||||
3Prof. Ibrahim Mansour Ibrahim, Chairman of Design Center, Ministry of Military Production, Cairo, Egypt. | ||||
Abstract | ||||
In this paper an artificial Neural Network (NN) is used to control an aircraft along a predetermined trajectory. The inverse dynamics concept is used. Two NN models are used: one for forward identification NNI) nd he ther ne or nverse odel identification and forward control (NNC). After training of both models the NNC is used as a forward controller to the aircraft model. The simulation results shows good agreement between required and achieved trajectory. | ||||
Keywords | ||||
Aircraft; Neural Networks; Inverse Dynamics; Trajectory Control | ||||
Statistics Article View: 141 PDF Download: 229 |
||||