Linear Tracking for a Fixed-Wing UAV Using Nonlinear Model Predictive Control

被引:147
作者
Kang, Yeonsik [1 ]
Hedrick, J. Karl [1 ]
机构
[1] Univ Calif Berkeley, Dept Mech Engn, Berkeley, CA 94720 USA
关键词
Nonlinear model predictive control (NMPC); receding-horizon control; stability; unmanned aerial vehicle (UAV);
D O I
10.1109/TCST.2008.2004878
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a nonlinear model predictive control (C) is used to design a high-level controller for a fixed-wing unmanned aerial vehicle (UAV). Given the kinematic model of the UAV dynamics, which is used as a model of the UAV with low-level autopilot avionics, the control objective of the NMPC is determined to track a desired line. After the error dynamics are derived, the problem of tracking a desired line is transformed into a problem of regulating the error from the desired line. A stability analysis follows to provide the conditions that can assure the closed-loop stability of the designed high-level NNOC. Furthermore, the control objective is extended to track adjoined multiple line segments. The simulation results demonstrate that the UAV controlled by the NMPC converged rapidly with a small overshoot. The performance of the NMPC was also verified through realistic "hardware in the loop simulation."
引用
收藏
页码:1202 / 1210
页数:9
相关论文
共 18 条
[1]  
[Anonymous], USING SEDUMI 1 02 MA
[2]   Experimental cooperative control of fixed-wing unmanned aerial vehicles [J].
Bayraktar, S ;
Fainekos, GE ;
Pappas, GJ .
2004 43RD IEEE CONFERENCE ON DECISION AND CONTROL (CDC), VOLS 1-5, 2004, :4292-4298
[3]  
BOISSONNAT JD, 1992, P IEEE INT C ROB AUT, V3, P2315
[4]  
Boyd S., 1994, LINEAR MATRIX INEQUA
[5]  
BUI XN, 1994, IEEE INT CONF ROBOT, P2, DOI 10.1109/ROBOT.1994.351019
[7]   Vision-based road-following using a small autonomous aircraft [J].
Frew, E ;
McGee, T ;
Kim, Z ;
Xiao, X ;
Jackson, S ;
Morimoto, M ;
Rathinam, S ;
Padial, J ;
Sengupta, R .
2004 IEEE AEROSPACE CONFERENCE PROCEEDINGS, VOLS 1-6, 2004, :3006-3015
[8]   Unconstrained receding-horizon control of nonlinear systems [J].
Jadbabaie, A ;
Yu, J ;
Hauser, J .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 2001, 46 (05) :776-783
[9]  
JADBABAIE A, 2000, THESIS CALIFORNIA I
[10]  
Kang Y., 2006, P AIAA GUID NAV CONT