DocumentCode :
231570
Title :
A stochastic robustness controller for a saucer-shaped UAV based on quantum evolutionary algorithm
Author :
Xing Zhihui ; Wu Sentang ; Wu Wiaolong ; Jiang Lan
Author_Institution :
Sch. of Autom. Sci. & Electr. Eng., Beihang Univ., Beijing, China
fYear :
2014
fDate :
28-30 July 2014
Firstpage :
3794
Lastpage :
3799
Abstract :
A Lifting body unmanned aerial vehicle (UAV) generates lift by its body and is widely used due to its significant advantages. However, designing the control law for a lifting body UAV is quite challenging because it has strong nonlinearity and coupling, and is usually lack of rudders. In this paper, a stochastic robustness control strategy based on quantum evolutionary algorithm (QEA) is proposed to design a control law for a saucer-shaped UAV which can be adequately modeled with a rigid 6-degrees-of-freedom (DOF) representation. Considering the inaccurate parameters of the saucer-shaped UAV, this method uses Monte Carlo simulation (MCS) to evaluate the stochastic response performance of the system and a hybrid QEA with 2-crossovers to optimize the parameters in the controller. The overshoot and rise time of the stochastic response are chosen as optimization indexes. Compared with traditional controller, this method has strong robustness and show good control performance. The simulation results show that the stochastic robustness control method is a good way to deal with the control problem of lifting body UAVs and also can be used in other control systems.
Keywords :
Monte Carlo methods; autonomous aerial vehicles; control nonlinearities; control system synthesis; evolutionary computation; optimisation; robust control; stochastic systems; 2-crossovers; Monte Carlo simulation; control law design; hybrid QEA; lifting body unmanned aerial vehicle; optimization indexes; quantum evolutionary algorithm; saucer-shaped UAV; stochastic response performance evaluation; stochastic robustness controller; strong coupling; strong nonlinearity; QEA; Stochastic robustness; UAV; control system; lifting body; saucer-shaped;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control Conference (CCC), 2014 33rd Chinese
Conference_Location :
Nanjing
Type :
conf
DOI :
10.1109/ChiCC.2014.6895571
Filename :
6895571
Link To Document :
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