On-line Trajectory Control of Aircraft Using Neural Networks
Bayoumy, A., Abdel-Ghany, F., Ibrahim, I. (1999). On-line Trajectory Control of Aircraft Using Neural Networks. EKB Journal Management System, 8(ASAT Conference, 4-6 May 1999), 1-11. doi: 10.21608/asat.1999.24864
A. M. Bayoumy; F. I. Abdel-Ghany; I. M. Ibrahim. "On-line Trajectory Control of Aircraft Using Neural Networks". EKB Journal Management System, 8, ASAT Conference, 4-6 May 1999, 1999, 1-11. doi: 10.21608/asat.1999.24864
Bayoumy, A., Abdel-Ghany, F., Ibrahim, I. (1999). 'On-line Trajectory Control of Aircraft Using Neural Networks', EKB Journal Management System, 8(ASAT Conference, 4-6 May 1999), pp. 1-11. doi: 10.21608/asat.1999.24864
Bayoumy, A., Abdel-Ghany, F., Ibrahim, I. On-line Trajectory Control of Aircraft Using Neural Networks. EKB Journal Management System, 1999; 8(ASAT Conference, 4-6 May 1999): 1-11. doi: 10.21608/asat.1999.24864

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, Pages 1-11    PDF (1.88 M)
Document Type: Original Article
DOI: 10.21608/asat.1999.24864
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
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