Fuzzy Logic Based Depth Control of an Autonomous Underwater Vehicle

被引:0
|
作者
Nag, Anirban [1 ]
Patel, Surendra Singh [2 ]
Akbar, S. A. [3 ]
机构
[1] BESU, Sch Mechatron, Howrah, W Bengal, India
[2] Devi AhilyaVishwavidyalaya, Sch Instrumentat, Indore, Madhya Pradesh, India
[3] CSIR CEER, Sr Principal Sci Elect Syst, Pilani, Rajasthan, India
关键词
Autonomous Underwater Vehicle; Six Degrees of Freedom; Proportional-Integral-Derivative (PID) controller; Fuzzy Logic Controller; depth control; Center of mass(COM); Phase Lead Compensator;
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
This paper presents an adaptive fuzzy logic based controller for the depth control of an Autonomous Underwater Vehicle(AUV). The kinematic and dynamic motion of an AUV is described using six degree of freedom differential equations of motion using bodyand earth-fixed frame of references. Due to hydrodynamic forces, these equations are complex, non-linear and highly coupled therefore are impractical for use in controller design. In practice, system is commonly decomposed into three non-interactive systems such as diving subsystem, steering subsystem and speed subsystem. In this study a reduced order model was derived for diving system using depth plane dynamics and a suitable dual loop control strategy is formulated by synthesizing fuzzy logic based control in series with a phase lead dynamic compensator to achieve the desired set point tracking and reasonably good performance objectives under variety of disturbances encountered in oceanic environments. The obvious benefits of this type of approach lies in the simplicity of the scheme compared to the conventional deterministic systems and easy implementation for real time control of the Autonomous Underwater Vehicles. The proposed fuzzy logic based controller accepts deterministic information, the depth of the vehicle as input and achieves imprecise reasoning and de-fuzzification to generate a deterministic control output which manipulates the pitch angle and hence the depth of the vehicle. The simulated results clearly demonstrate the efficacy of this approach as compared to the conventional PID controller designed and tuned using Ziegler-Nichols scheme.
引用
收藏
页码:117 / 123
页数:7
相关论文
共 50 条
  • [1] FUZZY-LOGIC CONTROL OF AN AUTONOMOUS UNDERWATER VEHICLE
    SMITH, SM
    RAE, GJS
    ANDERSON, DT
    SHEIN, AM
    [J]. CONTROL ENGINEERING PRACTICE, 1994, 2 (02) : 321 - 331
  • [2] Fuzzy Logic Guidance of a Control-Configured Autonomous Underwater Vehicle
    Peng, Xue-feng
    Zhang, Jin-ju
    Li, Peng
    [J]. 2018 37TH CHINESE CONTROL CONFERENCE (CCC), 2018, : 3989 - 3993
  • [3] Robustness of Fuzzy Logic based Controller for Unmanned Autonomous Underwater Vehicle
    Kumar, G. V. Nagesh
    Sobhan, P. V. S.
    Rao, K. A. Gopala
    Chowdary, D. Deepak
    [J]. IEEE REGION 10 COLLOQUIUM AND THIRD INTERNATIONAL CONFERENCE ON INDUSTRIAL AND INFORMATION SYSTEMS, VOLS 1 AND 2, 2008, : 484 - +
  • [4] Control of an autonomous underwater vehicle testbed using fuzzy logic and genetic algorithms
    Guo, J
    Huang, SH
    [J]. PROCEEDINGS OF THE 1996 SYMPOSIUM ON AUTONOMOUS UNDERWATER VEHICLE TECHNOLOGY, 1996, : 485 - 487
  • [5] Fuzzy Controller used Smoothing Function for Depth Control of Autonomous Underwater Vehicle
    Wang, Yue
    Shen, Yue
    Wang, Kaihong
    Sha, Qixin
    He, Bo
    Yan, Tianhong
    [J]. OCEANS 2016 - SHANGHAI, 2016,
  • [6] An autonomous underwater vehicle as an underwater glider and its depth control
    Moon G. Joo
    Zhihua Qu
    [J]. International Journal of Control, Automation and Systems, 2015, 13 : 1212 - 1220
  • [7] An autonomous underwater vehicle as an underwater glider and its depth control
    Joo, Moon G.
    Qu, Zhihua
    [J]. INTERNATIONAL JOURNAL OF CONTROL AUTOMATION AND SYSTEMS, 2015, 13 (05) : 1212 - 1220
  • [8] 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.
    [J]. 2015 ANNUAL IEEE INDIA CONFERENCE (INDICON), 2015,
  • [9] Adaptive Simplified Fuzzy Logic Controller for Depth Control of Underwater Remotely Operated Vehicle
    Aras, Mohd Shahrieel Mohd
    Abdullah, Shahrum Shah
    [J]. INDIAN JOURNAL OF GEO-MARINE SCIENCES, 2015, 44 (12) : 1995 - 2007
  • [10] Autonomous Underwater Vehicle Heading Control Based on Sliding Mode Fuzzy Control
    Ding, Hao
    Wang, De-Shi
    [J]. PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON MODELLING AND SIMULATION (ICMS2009), VOL 4, 2009, : 505 - 508