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Please use this identifier to cite or link to this item: http://dspace.unimap.edu.my:80/xmlui/handle/123456789/11619

Title: Adaptive Neuro-Controller for three axes attitude control of innovative satellite
Authors: Siti Maryam Sharun
Mohd Yusof Mashor, Prof. Dr.
M. N. Norhayati
W. N. Hadani
Sazali Yaacob, Prof. Dr.
???metadata.dc.contributor.url???: siti_mrym@ymail.com
yusoff@unimap.edu.my
yatie_yasin@yahoo.com
hadani@unimap.edu.my
sazali22@yahoo.com
Keywords: Adaptive Neuro-Controller (ANC);Satellite;Innovative Satellite (InnoSAT)
Issue Date: Mar-2011
Publisher: Science Academy
Citation: Research and Reviews in Artificial Intelligence, vol.1(1), 2011, pages 1-6
Abstract: There exists so many disturbance torques in space which may deviate the satellite from the desired attitude. To overcome the effects of the disturbance torques some stabilization has to be provided to the satellite. This paper describes the development of a nano-satellite Attitude Control System (ACS) which uses Adaptive Neuro-Controller (ANC) based on Hybrid Multi Layered Perceptron (HMLP) network. The objective of this paper is to analyze the time response of ANC in order to improve the efficiency of the three-axes attitude stabilization. The nano-satellite plant that was used in this simulation is called Innovative Satellite (InnoSAT). The performance of ANC controller was compared with Adaptive Parametric Black Box (APBB). Both controllers used Model Reference Adaptive Control (MRAC) as a control scheme and Weighted Recursive Least Square (WRLS) as an adjustment algorithm. The function of this algorithm is to adjust the controller parameters to minimize the error between the plant’s output and the model reference’s output. The simulation results indicated that ANC controller has significant improvement over APBB controller for varying operating conditions such as varying gain, noise and disturbance torques.
Description: Link to publisher's homepage at www.sciacademypublisher.com
URI: http://sciacademypublisher.com/journals/index.php/IJRRAI/article/view/45/38
http://hdl.handle.net/123456789/11619
ISSN: 2046-5122
Appears in Collections:Institute of Engineering Mathematics (Articles)
Sazali Yaacob, Prof. Dr.
Mohd Yusoff Mashor, Prof. Dr.
School of Mechatronic Engineering (Articles)

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