PSO-based PID control design for the stabilization of a quadrotor

H. Boubertakh, S. Bencharef, S. Labiod
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引用次数: 16

Abstract

In this paper, we propose a Particle Swarm Optimization (PSO) method to design decentralized PID controllers. The proposed method is used for the stabilization of a quadrotor. That is, without loss of generality, four decentralized PD controllers are used in order to stabilize the quadrotor angles and height. A PSO algorithm is used to tune simultaneously the parameters of the four controllers against a square error (SE) cost function which quantifies the whole system performance compared to its desired behavior. Some simulation results are presented to show the efficiency of the method.
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基于pso的四旋翼飞行器稳定PID控制设计
本文提出了一种基于粒子群算法的分散PID控制器设计方法。提出的方法用于四旋翼飞行器的稳定。也就是说,没有一般性的损失,四个分散PD控制器是为了稳定四旋翼的角度和高度。采用粒子群算法根据平方误差(SE)成本函数同时调整四个控制器的参数,该函数量化了整个系统的性能与期望行为的比较。仿真结果表明了该方法的有效性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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