DocumentCode
2254055
Title
An explicit MPC for quadrotor trajectory tracking
Author
Liu, Cunjia ; Lu, Hao ; Chen, Wen-Hua
Author_Institution
Department of Aeronautical and Automotive Engineering, Loughborough University, UK, LE11 3TU
fYear
2015
fDate
28-30 July 2015
Firstpage
4055
Lastpage
4060
Abstract
This paper intends to provide an explicit solution of model predictive control (MPC) for trajectory tracking of quadrotors. This kind of MPC can be designed in a conventional way where a nonlinear optimisation problem needs to be solved online. In this paper by using the differential flatness property of the quadrotor, the reference trajectory, system outputs and inputs can be represented using Bezier curves. Thus, the formulated optimisation problem can be parameterised and converted into standard quadratic programming. The resulted quadratic programming problem can be further formulated into multiparametric quadratic programming which is then solved off-line as a piecewise affine function. The involved manipulations including the reduction of the number of optimisation variables and constraints are detailed in this paper. The performance of the proposed control scheme is demonstrated in a simulation study.
Keywords
Attitude control; Predictive control; Programming; Quadratic programming; Trajectory; Vehicle dynamics; Model predictive control; flight control; multi-parametric programming; trajectory tracking;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2015 34th Chinese
Conference_Location
Hangzhou, China
Type
conf
DOI
10.1109/ChiCC.2015.7260264
Filename
7260264
Link To Document