Title :
Model predictive control for obstacle avoidance as hybrid systems of small scale helicopter
Author :
Salmah ; Sutrisno ; Joelianto, Endra ; Budiyono, Agus ; Wijayanti, Indah E. ; Megawati, Noorma Yulia
Author_Institution :
Dept. of Math., Gadjah Mada Univ., Yogyakarta, Indonesia
Abstract :
In this paper, we apply model predictive control for obstacle avoidance of small scale helicopter as a hybrid system such that this UAV can determine the optimal trajectory from initial position to the target position and avoid an obstacle. The hybrid dynamics of this UAV can be interpreted as a piecewise affine (PWA) model that can be transformed into equivalent mixed logical dynamical model (MLD). The PWA model is triggered by state events (coordinate of the UAV for this case). MPC for MLD can be solved using mixed integer quadratic programming (MIQP). We simulate the model and the controller with several shapes of obstacles. From the simulation results, UAV avoids the obstacle optimally using the track generated by MPC.
Keywords :
affine transforms; autonomous aerial vehicles; collision avoidance; helicopters; integer programming; optimal control; piecewise linear techniques; predictive control; quadratic programming; trajectory control; MIQP; MLD; MPC; PWA model; equivalent mixed logical dynamical model; hybrid UAV dynamics; hybrid small scale helicopter systems; initial position; mixed integer quadratic programming; model predictive control; obstacle avoidance; optimal trajectory; piecewise affine model; target position; Collision avoidance; Helicopters; Mathematical model; Predictive control; Predictive models; Trajectory; Vectors; mixed logical dynamic (MLD); model predictive control (MPC); obstacle avoidance; piecewise affine (PWA); small scale helicopter; unmanned aerial vehicle (UAV);
Conference_Titel :
Instrumentation Control and Automation (ICA), 2013 3rd International Conference on
Conference_Location :
Ungasan
Print_ISBN :
978-1-4673-5795-1
DOI :
10.1109/ICA.2013.6734058