Gain-scheduling model predictive control for unmanned airship with LPV system description

被引:0
作者
Liu Cui
Li Chen
Dengping Duan
机构
[1] SchoolofAeronauticsandAstronautics,ShanghaiJiaoTongUniversity
关键词
unmanned airship; gain-scheduling model predictive control; polytopic uncertain; actuator saturated systems;
D O I
暂无
中图分类号
V249 [飞行控制系统与导航]; V274 [气艇(飞艇)];
学科分类号
081105 ; 082503 ;
摘要
This paper presents a gain-scheduling model predictive control(MPC) for linear parameter varying(LPV) systems subject to actuator saturation. The proposed gain-scheduling MPC algorithm is then applied to the lateral control of unmanned airship.The unmanned airship is modeled by an LPV-type system and transformed into a polytopic uncertain description with actuator saturation. By introducing a parameter-dependent state feedback law, the set invariance condition of the polytopic uncertain system is identified. Based on the invariant set, the gain-scheduling MPC controller is presented by solving a linear matrix inequality(LMI) optimization problem. The proposed gain-scheduling MPC algorithm is demonstrated by simulating on the unmanned airship system.
引用
收藏
页码:1043 / 1051
页数:9
相关论文
共 15 条
[1]   Trajectory tracking for an autonomous airship using fuzzy adaptive sliding mode control [J].
Yang, Yue-neng ;
Wu, Jie ;
Zheng, Wei .
JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE C-COMPUTERS & ELECTRONICS, 2012, 13 (07) :534-543
[2]  
AIRSHIP ATTITUDE TRACKING SYSTEM[J]. 王晓亮,单雪雄.Applied Mathematics and Mechanics(English Edition). 2006(07)
[3]  
Synthesis of dynamic output feedback RMPC with saturated inputs[J] . Dewei Li,Yugeng Xi,Furong Gao.Automatica . 2013
[4]   Adaptive Trajectory Tracking Control of a High Altitude Unmanned Airship [J].
Wu, Yongmei ;
Zhu, Ming ;
Zuo, Zongyu ;
Zheng, Zewei .
JOURNAL OF COMPUTERS, 2012, 7 (11) :2781-2787
[5]   A robust distributed model predictive control algorithm [J].
Al-Gherwi, Walid ;
Budman, Hector ;
Elkamel, Ali .
JOURNAL OF PROCESS CONTROL, 2011, 21 (08) :1127-1137
[6]   Cooperative distributed model predictive control [J].
Stewart, Brett T. ;
Venkat, Aswin N. ;
Rawlings, James B. ;
Wright, Stephen J. ;
Pannocchia, Gabriele .
SYSTEMS & CONTROL LETTERS, 2010, 59 (08) :460-469
[7]   State-feedback disturbance attenuation for polytopic LPV systems with input saturation [J].
Yun, Sung Wook ;
Choi, Yun Jong ;
Park, PooGyeon .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2010, 20 (08) :899-922
[8]   Model predictive control for linear parameter varying constrained systems using ellipsoidal set prediction [J].
Suzuki, H. ;
Sugie, T. .
INTERNATIONAL JOURNAL OF CONTROL, 2007, 80 (02) :314-321
[9]   Stability analysis of discrete-time systems with actuator saturation by a saturation-dependent Lyapunov function [J].
Cao, YY ;
Lin, ZL .
AUTOMATICA, 2003, 39 (07) :1235-1241
[10]  
A survey of industrial model predictive control technology[J] . S.Joe Qin,Thomas A. Badgwell.Control Engineering Practice . 2002 (7)