An Analysis of Homeostatic Motion Control System for a Hybrid-Driven Underwater Glider

被引:0
|
作者
Isa, Khalid [1 ]
Arshad, M. R. [1 ]
机构
[1] Univ Tun Hussein Onn Malaysia UTHM, Fac Elect & Elect Engn, URRG, Batu Pahat 86400, Johor, Malaysia
关键词
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents an analysis of homeostatic controller, which controls the motion of a hybrid-driven underwater glider. The homeostatic controller is inspired from a biological process known as homeostasis, which maintains a stable state in the face of massively dynamics conditions. Within a biological context, organism homeostasis is an emergent property of the interactions between nervous, endocrine and immune system. Artificially these three systems are presented as Artificial Neural Network (ANN), Artificial Endocrine System (AES) and Artificial Immune System (AIS). The ANN is designed as the controller backbone, the AES is designed as the weight tuner, and the AIS is designed as the optimizer of the control system. The design objective is to obtain better control performance of the motion control system which includes the disturbance from the water currents. We have simulated the algorithm by using Matlab (TM), and the results demonstrated that the homeostatic controller reduced the cost function of the control system and produced better control performance than the neuroendocrine controller.
引用
收藏
页码:1570 / 1575
页数:6
相关论文
共 50 条
  • [1] Modeling and motion control of a hybrid-driven underwater glider
    Isa, Khalid
    Arshad, M. R.
    [J]. INDIAN JOURNAL OF GEO-MARINE SCIENCES, 2013, 42 (08) : 971 - 979
  • [2] EXPERIMENTAL ANALYSIS OF HOMEOSTATIC-INSPIRED MOTION CONTROLLER FOR A HYBRID-DRIVEN AUTONOMOUS UNDERWATER GLIDER
    Isa, Khalid
    Arshad, M. R.
    [J]. JURNAL TEKNOLOGI, 2015, 74 (09): : 51 - 63
  • [3] A hybrid-driven underwater glider model, hydrodynamics estimation, and an analysis of the motion control
    Isa, Khalid
    Arshad, M. R.
    Ishak, Syafizal
    [J]. OCEAN ENGINEERING, 2014, 81 : 111 - 129
  • [4] An Analysis of a Hybrid-Driven Underwater Glider Motion Control System based on Neuroendocrine Controller Algorithm
    Isa, Khalid
    Arshad, M. R.
    [J]. 2013 IEEE INTERNATIONAL UNDERWATER TECHNOLOGY SYMPOSIUM (UT), 2013,
  • [5] Development of a Hybrid-driven Autonomous Underwater Glider with a Biologically Inspired Motion Control System
    Isa, Khalid
    Arshad, M. R.
    [J]. 2015 10TH ASIAN CONTROL CONFERENCE (ASCC), 2015,
  • [6] Stability Analysis of Hybrid-Driven Underwater Glider
    Niu, Wen-dong
    Wang, Shu-xin
    Wang, Yan-hui
    Song, Yang
    Zhu, Ya-qiang
    [J]. CHINA OCEAN ENGINEERING, 2017, 31 (05) : 528 - 538
  • [7] The hydrodynamic analysis of hybrid-driven underwater glider
    Xiong, Gang
    Jiang, Jian
    Wu, Yitao
    Chen, Jun
    [J]. MANUFACTURING PROCESS AND EQUIPMENT, PTS 1-4, 2013, 694-697 : 577 - +
  • [8] Stability Analysis of Hybrid-Driven Underwater Glider
    NIU Wen-dong
    WANG Shu-xin
    WANG Yan-hui
    SONG Yang
    ZHU Ya-qiang
    [J]. China Ocean Engineering, 2017, 31 (05) : 528 - 538
  • [9] Stability analysis of hybrid-driven underwater glider
    Wen-dong Niu
    Shu-xin Wang
    Yan-hui Wang
    Yang Song
    Ya-qiang Zhu
    [J]. China Ocean Engineering, 2017, 31 : 528 - 538
  • [10] Neural Networks Control of Hybrid-Driven Underwater Glider
    Isa, Khalid
    Arshad, Mohd Rizal
    [J]. OCEANS, 2012 - YEOSU, 2012,