Title :
Attitude and altitude control of quadrotor by discrete PID control and non-linear model predictive control
Author :
Hamid Saeed Khan;Muhammad Bilal Kadri
Author_Institution :
Department of Electronic Engineering, Iqra University, Main Campus, Karachi, Pakistan
Abstract :
Quadrotor is a highly non-linear system with complex dynamics. For a stable flight, it requires an efficient control scheme. This paper first present a discrete PD, PI and PID controllers based control scheme. It is a simple control strategy, capable of controlling the quadrotor. This paper also presents the non-linear model predictive control of quadrotor. Model predictive control is a digital control technique and it uses plant model in order to find the control signals. Discrete non-linear model of quadrotor is used. The parameters of this discrete non-linear model are found by using the input output data of quadrotor taken from PID control simulation and recursive least squares (RLS) algorithm. The novelty of the proposed scheme lies in the use and parameter identification of non-linear model of quadrotor. Model predictive control is an optimal control strategy that provides optimal control signals by using constrained optimization and gives optimal control results. Simulation results have shown the effectiveness of the proposed control scheme.
Keywords :
"PD control","Mathematical model","Predictive control","Propellers","Predictive models","Data models","Parameter estimation"
Conference_Titel :
Information and Communication Technologies (ICICT), 2015 International Conference on
DOI :
10.1109/ICICT.2015.7469486