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
[31]   A Fuzzy Logic Controller for Indirect Matrix Converter Under Abnormal Input Voltage Conditions [J].
Tran, Quoc-Hoan ;
Lee, Hong-Hee .
ADVANCED INTELLIGENT COMPUTING THEORIES AND APPLICATIONS, ICIC 2015, PT III, 2015, 9227 :139-150
[32]   Study on Hydrodynamic Outline of an Unmanned Underwater Vehicle [J].
Shao Zhiyu ;
Fang Jing ;
Feng Shunshan ;
Cheng Yufeng .
2013 FIFTH INTERNATIONAL CONFERENCE ON MEASURING TECHNOLOGY AND MECHATRONICS AUTOMATION (ICMTMA 2013), 2013, :1056-1059
[33]   Research on Unmanned Underwater Vehicle Threat Assessment [J].
Yao, Hongfei ;
Wang, Hongjian ;
Li, Yiming ;
Wang, Ying ;
Han, Chunsong .
IEEE ACCESS, 2019, 7 :11387-11396
[34]   A Quadrotor-like Unmanned Underwater Vehicle [J].
Bian, Jingwei ;
Xiang, Ji ;
Liang, Huilin .
PROCEEDINGS OF THE 28TH CHINESE CONTROL AND DECISION CONFERENCE (2016 CCDC), 2016, :6360-6365
[35]   Towards the Design and Implementation of an Image-Based Navigation System of an Autonomous Underwater Vehicle Combining a Color Recognition Technique and a Fuzzy Logic Controller [J].
Lin, Yu-Hsien ;
Yu, Chao-Ming ;
Wu, Chia-Yu .
SENSORS, 2021, 21 (12)
[36]   DESIGNING A FUZZY LOGIC CONTROLLER FOR A SINGLE INTERSECTION: A CASE STUDY IN GAZIANTEP [J].
Dereli, Turkay ;
Cetinkaya, Cihan ;
Celik, Nazmiye .
SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI, 2018, 36 (03) :767-781
[37]   PSO-Optimized Fuzzy Logic Controller for a Single Wheel Robot [J].
Al-Mamun, Abdullah ;
Zhu, Zhen .
TRENDS IN INTELLIGENT ROBOTICS, 2010, 103 :330-337
[38]   An innovative fuzzy backstepping sliding mode controller for a Tri-Rotor Unmanned Aerial Vehicle [J].
Shiqian Wang ;
Jingjuan Zhang ;
Qian Zhang ;
Chaoying Pei .
Microsystem Technologies, 2017, 23 :5621-5630
[39]   A vision-based fuzzy logic controller for backing-up an autonomous vehicle [J].
Wang, Wei Cheng ;
Chen, Rongshun .
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2008, 19 (4-5) :273-284
[40]   Regulating and Helix Path Tracking for Unmanned Aerial Vehicle (UAV) Using Fuzzy Logic Controllers [J].
Zare, Mehdi ;
Sadeghi, Jafar ;
Farahat, Said ;
Zakeri, Ehsan .
JOURNAL OF MATHEMATICS AND COMPUTER SCIENCE-JMCS, 2014, 13 (01) :71-89