Multivariable Fuzzy Control for Prosthetic Hands

被引:0
|
作者
Duan, Xiao-Gang [1 ]
Luo, Huan-Xin [1 ]
Deng, Hua [1 ]
机构
[1] Cent S Univ, Sch Mech & Elect Engn, Changsha 410083, Hunan, Peoples R China
来源
PROCEEDINGS OF THE 2015 6TH INTERNATIONAL CONFERENCE ON MANUFACTURING SCIENCE AND ENGINEERING | 2016年 / 32卷
关键词
Multi-variables; fuzzy logic control; prosthetic hand; SYSTEMS;
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
Multi-freedom prosthetic hand is multivariable system which has many inputs and outputs. The design of fuzzy logic controller is very complex because so many fuzzy control systems have to be designed based on conventional idea. Thus, a multivariable fuzzy control is proposed. An effective strategy is that all variables share a common membership function and a rule base. It reduces complexity of membership function and rule base. Finally, the proposed multivariable Fuzzy logic controller is used to control a multi-freedom prosthetic hand. The control performance shows that the multivariable is effective.
引用
收藏
页码:471 / 478
页数:8
相关论文
共 50 条
  • [21] Optimization problems in multivariable fuzzy predictive control
    Sousa, J.M. (jmsousa@ist.utl.pt), 1600, Elsevier Inc. (36):
  • [22] A multivariable predictive fuzzy PID control system
    Savran, Aydogan
    APPLIED SOFT COMPUTING, 2013, 13 (05) : 2658 - 2667
  • [23] Fuzzy adaptive control of multivariable nonlinear systems
    Tong, SC
    Tang, JT
    Wang, T
    FUZZY SETS AND SYSTEMS, 2000, 111 (02) : 153 - 167
  • [24] LINGUISTIC DECOUPLING CONTROL OF FUZZY MULTIVARIABLE PROCESSES
    XU, CW
    FUZZY SETS AND SYSTEMS, 1991, 44 (02) : 209 - 217
  • [25] DECOMPOSITION OF MULTIVARIABLE SYSTEMS FOR DISTRIBUTED FUZZY CONTROL
    GEGOV, AE
    FRANK, PM
    FUZZY SETS AND SYSTEMS, 1995, 73 (03) : 329 - 340
  • [26] Fuzzy adaptive control of multivariable nonlinear systems
    Goléa, N
    Goléa, A
    PROCEEDINGS OF THE 2002 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOL 1 & 2, 2002, : 330 - 334
  • [27] MULTIVARIABLE STRUCTURE OF FUZZY CONTROL-SYSTEMS
    GUPTA, MM
    KISZKA, JB
    TROJAN, GM
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1986, 16 (05): : 638 - 656
  • [28] Multivariable Fuzzy Logic Control of Aerodynamic Plant
    Harlanova, Elena
    Yordanova, Snejana
    Ivanov, Zhivko
    Dimitrov, Lubomir
    ADVANCES IN MANUFACTURING ENGINEERING, QUALITY AND PRODUCTION SYSTEMS, VOL II, 2009, : 365 - 370
  • [29] Fuzzy logic in gain scheduling of multivariable control
    Varso, Joonas
    Koivo, Heikki N.
    ICIEA 2008: 3RD IEEE CONFERENCE ON INDUSTRIAL ELECTRONICS AND APPLICATIONS, PROCEEDINGS, VOLS 1-3, 2008, : 1264 - 1269
  • [30] Fuzzy multivariable control of domestic heat pumps
    Underwood, C. P.
    APPLIED THERMAL ENGINEERING, 2015, 90 : 957 - 969