教练机2024,Issue(2) :23-27.

一种基于模糊PID算法的无人机横滚姿态控制器设计与仿真

Design and Simulation of Roll Attitude Controller for Unmanned Aerial Vehicle Based on Fuzzy PID Algorithm

戴良军 陈炜军 李智军 徐彬彬
教练机2024,Issue(2) :23-27.

一种基于模糊PID算法的无人机横滚姿态控制器设计与仿真

Design and Simulation of Roll Attitude Controller for Unmanned Aerial Vehicle Based on Fuzzy PID Algorithm

戴良军 1陈炜军 2李智军 1徐彬彬1
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作者信息

  • 1. 航空工业洪都,江西南昌,330024
  • 2. 空装驻南昌地区军事代表室,江西南昌,330095
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摘要

本文以无人机横滚姿态为控制对象,以误差和误差变化率为输入,利用模糊推理的方法实现了对PID参数的在线自动整定,并且在MATLAB/Simulink环境下对模糊PID控制器进行了设计、建模及仿真.仿真结果表明,参数自整定模糊PID复合控制系统将PID控制的简便性与模糊控制的鲁棒性融为一体,提高了系统的动静态性能,控制效果优于传统PID控制器.

Abstract

By taking the roll attitude of unmanned aerial vehicles as the control object,and the error and error rate of change as inputs,this paper realizes the online automatic tuning of PID parameters by fuzzy inference,and completes the design,modeling and simulation of fuzzy PID controller in MATLAB/Simulink environment.The simulation results show that the parameter self-tuning fuzzy PID composite control system integrates the simplicity of PID control with the robustness of fuzzy control,improves the dynamic and static performance of the system,and has better control effects than traditional PID controllers.

关键词

模糊PID控制/参数自整定/Simulink仿真/横滚姿态

Key words

Fuzzy PID control/Parameter self-tuning/Simulink simulation/Rolling attitude

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出版年

2024
教练机
中航工业江西洪都航空工业集团有限责任公司

教练机

影响因子:0.048
ISSN:1005-7420
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