Title :
Autonomous design of spacecraft attitude control based on normal matrix and genetic algorithm
Author :
Zhu Hong-Yu ; Cui Ping-yuan ; Cui Hu-Tao
Author_Institution :
Deep Space Exploration Res. Center, Harbin Inst. of Technol., Harbin
Abstract :
The problem of autonomous robust attitude control for flexible spacecraft is considered. A novel autonomous design approach is introduced based on the normal matrix design theory of the multivariable control system, and the parameters of controller are optimized by genetic algorithm (GA). The robustness of proposed approach is independent of the parameters of the spacecraft attitude dynamics, including the inertia tensor of the spacecraft and the vibration of the flexible appendages. Under a class of feedback perturbation, named inverse additive perturbation, the robust stabilization criterion in normal matrix description is obtained based on the structure and numerical properties of spacecraft attitude dynamics, and this criterion converts the robustness requirement into a constrain to the control designing parameters. Applying this criterion into GA, the chromosome is shortened, and therefore the running of GA is effectively promoted. A design example shows the efficiency of the algorithm.
Keywords :
attitude control; control system synthesis; genetic algorithms; inertial navigation; matrix algebra; multivariable control systems; perturbation techniques; robust control; space vehicles; autonomous design approach; autonomous robust attitude control; feedback perturbation; flexible appendages vibration; genetic algorithm; inertia tensor; inverse additive perturbation; multivariable control system; normal matrix description; normal matrix design theory; numerical properties; parameter optimisation; robust stabilization criterion; spacecraft attitude control; spacecraft attitude dynamics; Additives; Algorithm design and analysis; Control systems; Design optimization; Feedback; Genetic algorithms; Robust control; Robustness; Space vehicles; Tensile stress; Autonomous Control; Flexible Spacecraft; Genetic Algorithm; Normal Matrix; Robust Control; Spacecraft Attitude Control;
Conference_Titel :
Control and Decision Conference, 2008. CCDC 2008. Chinese
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-1733-9
Electronic_ISBN :
978-1-4244-1734-6
DOI :
10.1109/CCDC.2008.4597963