Neural Network-Based Distributed Attitude Coordination Control for Spacecraft Formation Flying With Input Saturation

被引:105
|
作者
Zou, An-Min [1 ]
Kumar, Krishna Dev [1 ]
机构
[1] Ryerson Univ, Dept Aerosp Engn, Toronto, ON M5B 2K3, Canada
关键词
Attitude coordination control; Chebyshev neural networks; control input saturation; quaternion; spacecraft formation flying; SYSTEM-IDENTIFICATION; ADAPTIVE-CONTROL; TRACKING CONTROL; SYNCHRONIZATION; LEADER;
D O I
10.1109/TNNLS.2012.2196710
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This brief considers the attitude coordination control problem for spacecraft formation flying when only a subset of the group members has access to the common reference attitude. A quaternion-based distributed attitude coordination control scheme is proposed with consideration of the input saturation and with the aid of the sliding-mode observer, separation principle theorem, Chebyshev neural networks, smooth projection algorithm, and robust control technique. Using graph theory and a Lyapunov-based approach, it is shown that the distributed controller can guarantee the attitude of all spacecraft to converge to a common time-varying reference attitude when the reference attitude is available only to a portion of the group of spacecraft. Numerical simulations are presented to demonstrate the performance of the proposed distributed controller.
引用
收藏
页码:1155 / 1162
页数:8
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