Research on Fuzzy Adaptive Stabilization PID Control System

被引:0
作者
Yu, Wenyan [1 ]
Li, Jun [1 ]
Yang, Kunlin [1 ]
机构
[1] Inner Mongolia Univ Sci & Technol, Coll Mech Engn, Baotou, Peoples R China
来源
PROCEEDINGS OF 2018 IEEE 3RD ADVANCED INFORMATION TECHNOLOGY, ELECTRONIC AND AUTOMATION CONTROL CONFERENCE (IAEAC 2018) | 2018年
关键词
Adaptive; fuzzy control; steady-state control; UAV;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Due to the large change of the mass and the non-linear relationship between propeller speed and lift force of the quadrotor unmanned aerial vehicle(UAV) during the working process, it requires that the control system's parameters could be adjusted automatically to adapt to the change of the system. Consider the advantages and disadvantages of fuzzy control and PID control, an improved fuzzy adaptive stabilization PID control system is proposed. Based on the dynamic model of the control system, a control system of fuzzy adaptive PID control of the outer loop angle and PID control of the inner-loop angular speed was built. The conventional PID control,cascade-stabilized PID control and fuzzy adaptive stabilization PID control were simulated by software. And the response performance and anti jamming performance of the three kind of control strategies was obtained, the simulation results show that the fuzzy adaptive stabilization PID control effect is better than the other two control strategies, through the parameter debugging experiment and the actual flight experiment shows plant protection quadrotor UAV using fuzzy adaptive stabilization PID control system can achieve very good control results.
引用
收藏
页码:2037 / 2043
页数:7
相关论文
共 26 条
[1]  
[Anonymous], 2009, 2009 IEEE INT C MECH
[2]   The sequential optimization-constraint multi-objective problem and its applications for robust planning of robot paths [J].
Avigad, Gideon ;
Deb, Kalyamnoy .
2007 IEEE CONGRESS ON EVOLUTIONARY COMPUTATION, VOLS 1-10, PROCEEDINGS, 2007, :2101-+
[3]  
Cao Guang-ming, 2007, Control and Decision, V22, P399
[4]  
Chen TianHua Chen TianHua, 2012, Transactions of the Chinese Society of Agricultural Engineering, V28, P164
[5]   Adaptive Control of Quadrotor UAVs: A Design Trade Study With Flight Evaluations [J].
Dydek, Zachary T. ;
Annaswamy, Anuradha M. ;
Lavretsky, Eugene .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2013, 21 (04) :1400-1406
[6]  
Fernando T, 2011, IEEE DECIS CONTR P, P7380, DOI 10.1109/CDC.2011.6161306
[7]  
Gu Xing, 2012, CHINESE J ENG DESIGN, V19, P384
[8]   Geometric Tracking Control of a Quadrotor UAV on SE(3) [J].
Lee, Taeyoung ;
Leok, Melvin ;
McClamroch, N. Harris .
49TH IEEE CONFERENCE ON DECISION AND CONTROL (CDC), 2010, :5420-5425
[9]  
Li JiYu Li JiYu, 2014, Transactions of the Chinese Society of Agricultural Engineering, V30, P1
[10]   Build Your Own Quadrotor Open-Source Projects on Unmanned Aerial Vehicles [J].
Lim, Hyon ;
Park, Jaemann ;
Lee, Daewon ;
Kim, H. J. .
IEEE ROBOTICS & AUTOMATION MAGAZINE, 2012, 19 (03) :33-45