荆楚理工学院学报2024,Vol.39Issue(6) :13-21,30.

基于混合自抗扰控制的作物叶片采集无人机控制系统研究

Research on Quadrotor Control System for Crop Leaf Acquisition Based on Hybrid ADRC

侯小柱 韩天峰 高海涛
荆楚理工学院学报2024,Vol.39Issue(6) :13-21,30.

基于混合自抗扰控制的作物叶片采集无人机控制系统研究

Research on Quadrotor Control System for Crop Leaf Acquisition Based on Hybrid ADRC

侯小柱 1韩天峰 1高海涛1
扫码查看

作者信息

  • 1. 安徽科技学院电气与电子工程学院,安徽 蚌埠 233030
  • 折叠

摘要

针对农用四旋翼无人机在田地进行作物叶片图像采集时,由于外部扰动和机体内部扰动对姿态角造成干扰,导致四旋翼无人机飞行与悬停不够稳定的问题,提出了一种基于混合自抗扰控制算法对无人机三个姿态角分别进行控制.首先对四旋翼无人机进行姿态解算并设计控制器,其次混合自抗扰控制对三个姿态角分别控制,最后仿真并与PID控制算法进行对比.仿真结果证明:混合自抗扰控制算法无论是跟踪速度还是超调量抑制都明显优于PID控制,该混合自抗扰控制算法在农用四旋翼无人机作物叶片图像采集中具有较强的自适应性和鲁棒性.

Abstract

Objective:Aiming at the fact that when agricultural quadrotor collects crop leaf images in the field,the flight and hovering of the quadrotor are not stable enough due to the interference of external disturbance and internal disturbance of the fuse-lage on the attitude angle,a hybrid ADRC algorithm is proposed to control the three attitude angles of the quadrotor separately.Methods:Firstly,the attitude of the quadrotor is solved and the controller is designed,followed by the hybrid ADRC to control the three attitude angles separately,and finally simulated and compared with the PID control algorithm.Results:The simulation results show that the hybrid ADRC algorithm is significantly better than PID control in terms of both tracking speed and overshoot suppres-sion.Conclusion:The hybrid ADRC algorithm has strong adaptability and robustness in crop leaf image acquisition of agricultural quadrotor.

关键词

四旋翼无人机/混合自抗扰控制/姿态角/图像采集

Key words

quadrotor/hybrid ADRC/attitude angle/image acquisition

引用本文复制引用

出版年

2024
荆楚理工学院学报
荆楚理工学院

荆楚理工学院学报

影响因子:0.168
ISSN:1008-4657
段落导航相关论文