Design of a T Factor Based RBFNC for a Flight Control System
Joint Authors
Khuntia, P. S.
Mohanty, C. S.
Mitra, D.
Source
Advances in Artificial Intelligence
Issue
Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-6, 6 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2014-04-24
Country of Publication
Egypt
No. of Pages
6
Main Subjects
Information Technology and Computer Science
Science
Abstract EN
This paper presents the design of modified radial basic function neural controller (MRBFNC) for the pitch control of an aircraft to obtain the desired pitch angel as required by the pilot while maneuvering an aircraft.
In this design, the parameters of radial basis function neural controller (RBFNC) are optimized by implementing a feedback mechanism which is controlled by a tuning factor “α” (T factor).
For a given input, the response of the RBFN controller is tuned by using T factor for better performance of the aircraft pitch control system.
The proposed system is demonstrated under different condition (absence and presence of sensor noise).
The simulation results show that MRBFNC performs better, in terms of settling time and rise time for both conditions, than the conventional RBFNC.
It is also seen that, as the value of the T factor increases, the aircraft pitch control system performs better and settles quickly to its reference trajectory.
A comparison between MRBFNC and conventional RBFNC is also established to discuss the superiority of the former techniques.
American Psychological Association (APA)
Mohanty, C. S.& Khuntia, P. S.& Mitra, D.. 2014. Design of a T Factor Based RBFNC for a Flight Control System. Advances in Artificial Intelligence،Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-506413
Modern Language Association (MLA)
Mohanty, C. S.…[et al.]. Design of a T Factor Based RBFNC for a Flight Control System. Advances in Artificial Intelligence No. 2014 (2014), pp.1-6.
https://search.emarefa.net/detail/BIM-506413
American Medical Association (AMA)
Mohanty, C. S.& Khuntia, P. S.& Mitra, D.. Design of a T Factor Based RBFNC for a Flight Control System. Advances in Artificial Intelligence. 2014. Vol. 2014, no. 2014, pp.1-6.
https://search.emarefa.net/detail/BIM-506413
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-506413