PID tuning approaches for quadrotors unmanned aerial vehicles

Author:

Mahfouz M,Taiomour A,Ashry M M,Elnashar G

Abstract

Abstract In this paper, a comparative study between different PID tunning techniques is presented. The proposed techniques are applied to solve the formation configuration problem for a cooperative team of unmanned vehicles. The formation problem for the cooperative team is divided into two levels of control, one is the backstepping control technique for the stabilization of the team members positions as a higher controller. Simultaneously, PID controller receives the desired position to stabilize the attitude control as a lower controller to track the desired planning trajectories. The main contribution of this paper is the comparison between the different control approaches in tunning the PID gains to stabilize attitude control for the leader quadrotor. Simulation results present the assessment of the proposed PID control technique compared with different PID tuning approaches such as local optimal control, fraction order, Ziegler-Nichols and genetic algorithm. Moreover, disturbance rejection and white noise attenuation criterions are inspected to evaluate the ability of the proposed controllers to preserve the stability of the system.

Publisher

IOP Publishing

Subject

General Medicine

Reference23 articles.

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Layered Reinforcement Learning Design for Safe Flight Control of UAV in Urban Environments;2023 International Annual Conference on Complex Systems and Intelligent Science (CSIS-IAC);2023-10-20

2. Influence of meta-heuristic algorithms on the optimization of quadrotor altitude PID controller;Journal of the Brazilian Society of Mechanical Sciences and Engineering;2023-09-05

3. Robust Backstepping Control of a Quadrotor UAV Under Pink Noise and Sinusoidal Disturbance;Studies in Informatics and Control;2023-06-28

4. Position Control of Crazyflie 2.1 Quadrotor UAV Based on Active Disturbance Rejection Control;2023 International Conference on Unmanned Aircraft Systems (ICUAS);2023-06-06

5. Research on Decoupled Optimal Control of Straight-Line Driving Stability of Electric Vehicles Driven by Four-Wheel Hub Motors;Energies;2021-09-13

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