Dynamic surface control for hypersonic aircraft using fuzzy logic system

被引:51
作者
Gao, DaoXiang [1 ]
Sun, ZengQi [1 ]
Du, TianRong [1 ]
机构
[1] Tsing Hua Univ, Dept Comp Sci & Technol, State Key Lab Intelligent Technol & Syst, Beijing 100084, Peoples R China
来源
2007 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION AND LOGISTICS, VOLS 1-6 | 2007年
关键词
back-stepping; dynamic surface control; adaptive fuzzy control; flight control; hypersonic aircraft;
D O I
10.1109/ICAL.2007.4338963
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
An adaptive fuzzy control strategy is proposed for the hypersonic aircraft Fuzzy logic system is used to compensate the unknown nonlinearities and modeling errors caused by changes of flight conditions. The DSC method eliminates the "explosion of terms" inherent existing in the conventional back-stepping method. Stability analysis shows that the control law can guarantee the semi-globally uniform boundedness of the solution of the closed-loop system. Numerical simulation use the longitudinal model of a hypersonic aircraft to demonstrate the effectiveness of the proposed strategy.
引用
收藏
页码:2314 / 2319
页数:6
相关论文
共 16 条
[1]   Direct adaptive NN control of a class of nonlinear systems [J].
Ge, SS ;
Wang, C .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2002, 13 (01) :214-221
[2]   MULTILAYER FEEDFORWARD NETWORKS ARE UNIVERSAL APPROXIMATORS [J].
HORNIK, K ;
STINCHCOMBE, M ;
WHITE, H .
NEURAL NETWORKS, 1989, 2 (05) :359-366
[3]  
Ito D., 2001, AIAA GUID NAV CONTR
[4]   Robust backstepping control of a class of nonlinear systems using fuzzy logic [J].
Jagannathan, S ;
Lewis, FL .
INFORMATION SCIENCES, 2000, 123 (3-4) :223-240
[5]  
Kokotovic P. V., 1992, IEEE Control Systems Magazine, V12, P7, DOI 10.1109/37.165507
[6]   Robust and adaptive backstepping control for nonlinear systems using RBF neural networks [J].
Li, YH ;
Qiang, S ;
Zhuang, XY ;
Kaynak, O .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2004, 15 (03) :693-701
[7]   Reconfigurable flight control system design using adaptive neural networks [J].
Shin, DH ;
Kim, Y .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2004, 12 (01) :87-100
[8]   Dynamic surface control for a class of nonlinear systems [J].
Swaroop, D ;
Hedrick, JK ;
Yip, PP ;
Gerdes, JC .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2000, 45 (10) :1893-1899
[9]  
Wallner E. M., 2001, AIAA GUID NAV CONTR
[10]   Neural network-based adaptive dynamic surface control for a class of uncertain nonlinear systems in strict-feedback form [J].
Wang, D ;
Huang, J .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 2005, 16 (01) :195-202