Stereo-vision-based AUV navigation system for resetting the inertial navigation system error

被引:9
作者
Hsu, Horng Yi [1 ]
Toda, Yuichiro [1 ]
Yamashita, Kohei [1 ]
Watanabe, Keigo [1 ]
Sasano, Masahiko [2 ]
Okamoto, Akihiro [2 ]
Inaba, Shogo [2 ]
Minami, Mamoru [1 ]
机构
[1] Okayama Univ, 1-1-1 Tsushimanaka, Okayama 7008530, Japan
[2] Natl Maritime Res Inst, 6-38-1 Shinkawa, Mitaka, Tokyo 1810004, Japan
关键词
Visual servoing; Real-time multi-step GA; AUV; Docking; Stereo-vision camera; INS;
D O I
10.1007/s10015-021-00720-z
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
The Autonomous Underwater Vehicle (AUV) is used for underwater exploration of the sea floor. The AUV uses an Inertial Navigation System (INS) to recognize its position in the water, through the position estimation error of the INS increases with time. As the INS accumulated error increases, the success rate of the task decreases. Global Positioning System (GPS) is used for all kinds of vehicles moving on the ground or in the air; however, it cannot be widely utilized in water because radio signals cannot penetrate into the deep water. Therefore, how to eliminate the INS error is an important topic for the AUV. In this study, we propose a stereo-vision-based navigation system applied to the AUV to reset the integrated INS error. The experiments of the AUV navigation and returning to the docking station were conducted in the test tank by means of the INS and the stereo-vision system. The experimental results show that our proposed method is capable of docking the AUV and resetting the integrated INS error.
引用
收藏
页码:165 / 178
页数:14
相关论文
共 50 条
  • [1] Stereo-vision-based AUV navigation system for resetting the inertial navigation system error
    Horng Yi Hsu
    Yuichiro Toda
    Kohei Yamashita
    Keigo Watanabe
    Masahiko Sasano
    Akihiro Okamoto
    Shogo Inaba
    Mamoru Minami
    Artificial Life and Robotics, 2022, 27 : 165 - 178
  • [2] The Initial Alignment Crucial Technique of Strapdown Inertial Navigation System for AUV
    Cheng Jianhua
    Zou Jibin
    Chen Shitong
    Liu Xinbo
    PROCEEDINGS OF THE 27TH CHINESE CONTROL CONFERENCE, VOL 4, 2008, : 714 - +
  • [3] Error Modeling and Analyzing of Scalar Deeply-Coupled Global Navigation Satellite System and Inertial Navigation System
    Li, Ziqiang
    Liu, Xiaohui
    An, Panpan
    2017 17TH IEEE INTERNATIONAL CONFERENCE ON COMMUNICATION TECHNOLOGY (ICCT 2017), 2017, : 1127 - 1131
  • [4] MEMS based Inertial Navigation System: An Exploratory Analysis
    Kaur, Amanpreet
    Balsundar, P.
    Kumar, Vipan
    Mantri, Archana
    Raj, Alex Noel Joseph
    2016 5TH INTERNATIONAL CONFERENCE ON WIRELESS NETWORKS AND EMBEDDED SYSTEMS (WECON), 2016, : 77 - 82
  • [5] An integrated GPS /DR navigation system for AUV
    Pang Yong-jie
    Sun Yu-shan
    Gan Yong
    Wan Lei
    JOURNAL OF MARINE SCIENCE AND APPLICATION, 2006, 5 (04) : 8 - 13
  • [6] An integrated GPS /DR navigation system for AUV
    PANG Yong-jie
    JournalofMarineScienceandApplication, 2006, (04) : 8 - 13
  • [7] An integrated GPS/DR navigation system for AUV
    Yong-jie Pang
    Yu-shan Sun
    Yong Gan
    Lei Wan
    Journal of Marine Science and Application, 2006, 5 (4) : 8 - 13
  • [8] System reset for underwater strapdown inertial navigation system
    Ben, Yueyang
    Zang, Xinle
    Li, Qian
    Liu, Xingyu
    Chen, Hainan
    OCEAN ENGINEERING, 2019, 182 : 552 - 562
  • [9] The Research of the AUV Navigation Control System based on the LS-SVM
    Song, Xiaoru
    Cao, Kai
    Gao, Song
    Chen, Chaobo
    Huang, Jiaoru
    PROCEEDINGS OF 2017 IEEE INTERNATIONAL CONFERENCE ON UNMANNED SYSTEMS (ICUS), 2017, : 40 - 43
  • [10] Experimental verification of turbidity tolerance of stereo-vision-based 3D pose estimation system
    Myint, Myo
    Lwin, Khin Nwe
    Mukada, Naoki
    Yamada, Daiki
    Matsuno, Takayuki
    Toda, Yuuichirou
    Kazuhiro, Saitou
    Minami, Mamoru
    JOURNAL OF MARINE SCIENCE AND TECHNOLOGY, 2019, 24 (03) : 756 - 779