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
  • [1] Single Input Fuzzy Logic Controller for Unmanned Underwater Vehicle
    Ishaque, Kashif
    Abdullah, S. S.
    Ayob, S. M.
    Salam, Z.
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2010, 59 (01) : 87 - 100
  • [2] Single Input Fuzzy Logic Controller tuning for Steering Control of Autonomous Underwater Vehicle: Genetic Algorithm Approach
    Tiwari, Kunal N.
    Waghmare, L. M.
    Krishnankutty, P.
    2016 INDIAN CONTROL CONFERENCE (ICC), 2016, : 335 - 340
  • [3] A simplified approach to design fuzzy logic controller for an underwater vehicle
    Ishaque, K.
    Abdullah, S. S.
    Ayob, S. M.
    Salam, Z.
    OCEAN ENGINEERING, 2011, 38 (01) : 271 - 284
  • [4] PID like Fuzzy Logic Control of an Unmanned Underwater Vehicle
    Mashhad, Abbas Marvian
    Mashhadi, Seyed Kamaleddin Mousavi
    2013 13TH IRANIAN CONFERENCE ON FUZZY SYSTEMS (IFSC), 2013,
  • [5] A simplified fractional-order fuzzy logic controller with dynamic parameters for an unmanned underwater vehicle
    Zhu, Boyu
    Zhiyu, Cui
    Liu, Lu
    Xue, Dingyu
    2022 34TH CHINESE CONTROL AND DECISION CONFERENCE, CCDC, 2022, : 147 - 152
  • [6] A Variable-Order Fuzzy Logic Controller Design Method for an Unmanned Underwater Vehicle Based on NSGA-II
    Zhu, Boyu
    Liu, Lu
    Zhang, Lichuan
    Liu, Mingwei
    Duanmu, Yixiang
    Chen, Yi
    Dang, Peidong
    Li, Jiabao
    FRACTAL AND FRACTIONAL, 2022, 6 (10)
  • [7] Design and Implementation of a Single Input Fuzzy Logic Controller for Boost Converters
    Salam, Zainal
    Taeed, Fazel
    Ayob, Shahrin Md.
    JOURNAL OF POWER ELECTRONICS, 2011, 11 (04) : 542 - 550
  • [8] PWM Inverter Regulation Using Single Input Fuzzy Logic Controller
    Ayob, S. M.
    Azli, N. A.
    Salam, Z.
    2008 IEEE 2ND INTERNATIONAL POWER AND ENERGY CONFERENCE: PECON, VOLS 1-3, 2008, : 635 - +
  • [9] APPLICATION OF FUZZY LOGIC CONTROLLER AND PSEUDO-ATTITUDE TO THE AUTONOMOUS FLIGHT OF AN UNMANNED AERIAL VEHICLE
    Lai, Ying-Chih
    Hsiao, Fei-Bin
    JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS, 2010, 33 (03) : 387 - 396
  • [10] Task Space Control of an Autonomous Underwater Vehicle Manipulator System by Robust Single-Input Fuzzy Logic Control Scheme
    Londhe, Pandurang S.
    Santhakumar, M.
    Patre, Balasaheb M.
    Waghmare, Laxman M.
    IEEE JOURNAL OF OCEANIC ENGINEERING, 2017, 42 (01) : 13 - 28