An Enhanced Hybrid Fuzzy Logic Controller for Robotic Manipulator

被引:0
|
作者
Sharma, Richa [1 ]
Gaur, Prerna [2 ]
Mittal, A. P. [2 ]
机构
[1] Thapar Univ, EIED, Patiala, Punjab, India
[2] NSIT, ICE Div, New Delhi, India
关键词
Robotic Manipulator; Fuzzy Logic Controller; Nonlinear Tracking Differentiator; Cuckoo Search Algorithm; Trajectory Tracking; SYSTEMS; DESIGN;
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Being complex coupled and uncertain systems, the robotic manipulators are diffiult to control. For designing any control scheme, it is necessary to measure differential signals along with position signals which are difficult to acquire properly as the differential signals may contaminate with noise. Another major issue faced in this area is the coupling effect between the links which should be eliminated by decoupling both the links. In this paper, an enhanced hybrid fuzzy logic controller (EHFLC) scheme having tracking diffrentiator and two additional FLCs, is developed for a 2-degree-of-freedom rigid robotic manipulator with payload (2-DOF RRMP) for trajectory tracking problem. The cuckoo search algorithm (CSA) is applied for obtaining the optimum controller parameters. To see the effectiveness of the proposed scheme, it is compared with conventional FLC (CFLC) approach.
引用
收藏
页码:2465 / 2470
页数:6
相关论文
共 50 条
  • [31] Fuzzy Sliding Motion Controller for Six-Degree-of-Freedom Robotic Manipulator
    Deabes, W. A.
    Areed, Fyez
    SSST: 2009 41ST SOUTHEASTERN SYMPOSIUM ON SYSTEM THEORY, 2009, : 148 - +
  • [32] Fuzzy Logic Controller with Color Vision System Tracking for Mobile Manipulator Robot
    Azar, Ahmad Taher
    Ammar, Hossam Hassan
    Mliki, Hazem
    INTERNATIONAL CONFERENCE ON ADVANCED MACHINE LEARNING TECHNOLOGIES AND APPLICATIONS (AMLTA2018), 2018, 723 : 138 - 146
  • [33] BNN-based fuzzy logic controller for flexible-link manipulator
    Siddique, M. N. H.
    Hossain, M. A.
    Tokhi, M. O.
    CLIMBING AND WALKING ROBOTS, 2006, : 575 - 582
  • [34] Enhancement of sliding mode controller by fuzzy logic with application to robotic manipulators
    Abdelhameed, MM
    MECHATRONICS, 2005, 15 (04) : 439 - 458
  • [35] A fuzzy controller for a tentacle manipulator
    Ivanescu, M
    Stoian, V
    FUZZ-IEEE '96 - PROCEEDINGS OF THE FIFTH IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-3, 1996, : 19 - 25
  • [36] Hybrid Virtual Commissioning of a Robotic Manipulator with Machine Vision Using a Single Controller
    Noga, Marek
    Juhas, Martin
    Gulan, Martin
    SENSORS, 2022, 22 (04)
  • [37] Robust nonlinear fractional order fuzzy PD plus fuzzy I controller applied to robotic manipulator
    Himanshu Chhabra
    Vijay Mohan
    Asha Rani
    Vijander Singh
    Neural Computing and Applications, 2020, 32 : 2055 - 2079
  • [38] Robust nonlinear fractional order fuzzy PD plus fuzzy I controller applied to robotic manipulator
    Chhabra, Himanshu
    Mohan, Vijay
    Rani, Asha
    Singh, Vijander
    NEURAL COMPUTING & APPLICATIONS, 2020, 32 (07): : 2055 - 2079
  • [39] A Hybrid PSO-GWO Fuzzy Logic Controller with a New Fuzzy Tuner
    Dinh-Tu Nguyen
    Ho, Jeng-Rong
    Tung, Pi-Cheng
    Lin, Chih-Kuang
    INTERNATIONAL JOURNAL OF FUZZY SYSTEMS, 2022, 24 (03) : 1586 - 1604
  • [40] Fuzzy logic and slip controller of clutch and vibration for hybrid vehicle
    Vu Trieu Minh
    John Pumwa
    International Journal of Control, Automation and Systems, 2013, 11 : 526 - 532