Fuzzy Self-adaptive Proportional Integration Differential Control for Attitude Stabilization of Quadrotor UAV

被引:4
|
作者
范云生 [1 ]
曹亚博 [1 ]
郭晨 [1 ]
王国峰 [1 ]
机构
[1] School of Information Science and Technology,Dalian Maritime University
基金
中央高校基本科研业务费专项资金资助; 中国国家自然科学基金;
关键词
quadrotor unmanned aerial vehicle(UAV); data fusion; attuade control; juzzy selj-adaptive proportional integration differential(PID);
D O I
10.19884/j.1672-5220.2016.05.018
中图分类号
V279 [无人驾驶飞机];
学科分类号
1111 ;
摘要
The technology of attitude control for quadrotor unmanned aerial vehicles(UAVs) is one of the most important UAVs’ research areas.In order to achieve a satisfactory operation in quadrotor UAVs having proportional integration differential(PID) controllers,it is necessary to appropriately adjust the controller coefficients which are dependent on dynamic parameters of the quadrotor UAV and any changes in parameters and conditions could affect desired performance of the controller.In this paper,combining with PID control and fuzzy logic control,a kind of fuzzy self-adaptive PID control algorithm for attitude stabilization of the quadrotor UAV was put forward.Firstly,the nonlinear model of six degrees of freedom(6-DOF) for quadrotor UAV is established.Secondly,for obtaining the attitude of quadrotor,attitude data fusion using complementary filtering is applied to improving the measurement accuracy and dynamic performance.Finally,the attitude stabilization control simulation model of the quadrotor UAV is build,and the self-adaptive fuzzy parameter tuning rules for PID attitude controller are given,so as to realize the online self-tuning of the controller parameters.Simulation results show that comparing with the conventional PID controller,this attitude control algorithm of fuzzy self-adaptive PID has a better dynamic response performance.
引用
收藏
页码:768 / 773
页数:6
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