Single Input Fuzzy Logic Controller for Unmanned Underwater Vehicle

被引:0
|
作者
Kashif Ishaque
S. S. Abdullah
S. M. Ayob
Z. Salam
机构
[1] Universiti Teknologi Malaysia,Faculty of Electrical Engineering
来源
Journal of Intelligent and Robotic Systems | 2010年 / 59卷
关键词
Fuzzy logic controller; Signed distance method; Single input fuzzy logic control; Unmanned underwater vehicle;
D O I
暂无
中图分类号
学科分类号
摘要
This paper describes a control scheme that provides an efficient way to design a Fuzzy Logic Controller (FLC) for the unmanned underwater vehicle (UUV). The proposed method, known as the Single Input Fuzzy Logic Controller (SIFLC), reduces the conventional two-input FLC (CFLC) to a single input single output (SISO) controller. The SIFLC offers significant reduction in rule inferences and simplify the tuning of control parameters. Practically it can be easily implemented by a look-up table using a low cost microprocessor due its piecewise linear control surface. To verify its effectiveness, the control algorithm is simulated using the Marine Systems Simulator (MSS) on the Matlab/Simulink® platform. The result indicates that both the SIFLC and CFLC give identical response to the same input sets. However SIFLC requires very minimum tuning effort and its execution time is in the orders of two magnitudes less than CFLC.
引用
收藏
页码:87 / 100
页数:13
相关论文
共 50 条
  • [41] A Fuzzy Logic Scheme for Lateral Control of an Unmanned Vehicle
    Zhang, Yufang
    Wang, Xiaonian
    Jiang, Ping
    Zhu, Jin
    ADVANCED DEVELOPMENT OF ENGINEERING SCIENCE IV, 2014, 1046 : 250 - +
  • [42] Unmanned vehicle navigation and control: A fuzzy logic perspective
    Valavanis, Kimon P.
    2006 INTERNATIONAL SYMPOSIUM ON EVOLVING FUZZY SYSTEMS, PROCEEDINGS, 2006, : 200 - 207
  • [43] Multi-input multi-output fuzzy logic controller for utility electric vehicle
    Gasbaoui, Brahim
    Abdelkader, Chaker
    Adellah, Laoufi
    ARCHIVES OF ELECTRICAL ENGINEERING, 2011, 60 (03) : 239 - 256
  • [44] Design of Self Balancing Pitch Control in Fixed Wing Unmanned Aerial Vehicle with Fuzzy Logic Controller
    Triwiyatno, Aris
    Syafei, Wahyul Amien
    Prakoso, Teguh
    Setiyono, Budi
    Wijaya, Aristya Panggi
    2015 2ND INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY, COMPUTER, AND ELECTRICAL ENGINEERING (ICITACEE), 2015, : 211 - 215
  • [45] A fuzzy controller for underwater vehicle-manipulator systems
    Xu, Bin
    Sakagami, Norimitsu
    Pandian, Shunmugham R.
    Petry, Fred
    OCEANS 2005, VOLS 1-3, 2005, : 1110 - 1115
  • [46] FUZZY-LOGIC CONTROL OF AN AUTONOMOUS UNDERWATER VEHICLE
    SMITH, SM
    RAE, GJS
    ANDERSON, DT
    SHEIN, AM
    CONTROL ENGINEERING PRACTICE, 1994, 2 (02) : 321 - 331
  • [47] Design of Fuzzy Logic Based Controller with Pole Placement for the Control of Yaw Dynamics of an Autonomous Underwater Vehicle
    Patel, Surendra Singh
    Kumar, Krishan
    Botre, B. A.
    Akbar, S. A.
    2015 ANNUAL IEEE INDIA CONFERENCE (INDICON), 2015,
  • [48] A Fuzzy Logic-based Cascade Control without Actuator Saturation for the Unmanned Underwater Vehicle Trajectory Tracking
    Danjie Zhu
    Simon X. Yang
    Mohammad Biglarbegian
    Journal of Intelligent & Robotic Systems, 2022, 106
  • [49] A Fuzzy Logic-based Cascade Control without Actuator Saturation for the Unmanned Underwater Vehicle Trajectory Tracking
    Zhu, Danjie
    Yang, Simon X.
    Biglarbegian, Mohammad
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2022, 106 (02)
  • [50] Formation Controller of Multiple Unmanned Underwater Vehicle Based Passivity Design
    Li, Juan
    Liu, Jianhua
    2016 IEEE INTERNATIONAL CONFERENCE ON MECHATRONICS AND AUTOMATION, 2016, : 834 - 839