A Low-Cost and High-Precision Underwater Integrated Navigation System

被引:2
|
作者
Liu, Jiapeng [1 ,2 ]
Yu, Te [1 ,2 ]
Wu, Chao [3 ]
Zhou, Chang [1 ,2 ]
Lu, Dihua [1 ,2 ]
Zeng, Qingshan [1 ,2 ]
机构
[1] Natl Key Lab Sci & Technol Underwater Acoust Antag, Shanghai 201108, Peoples R China
[2] Shanghai Marine Elect Equipment Res Inst, Shanghai 201108, Peoples R China
[3] Shanghai Jiao Tong Univ, Sch Naval Architecture Ocean & Civil Engn, Shanghai 200240, Peoples R China
关键词
MEMS IMU; Kalman filter; underwater integrated navigation system; SLAM;
D O I
10.3390/jmse12020200
中图分类号
U6 [水路运输]; P75 [海洋工程];
学科分类号
0814 ; 081505 ; 0824 ; 082401 ;
摘要
The traditional underwater integrated navigation system is based on an optical fiber gyroscope and Doppler Velocity Log, which is high-precision but also expensive, heavy, bulky and difficult to adapt to the development requirements of AUV swarm, intelligence and miniaturization. This paper proposes a low-cost, light-weight, small-volume and low-computation underwater integrated navigation system based on MEMS IMU/DVL/USBL. First, according to the motion formula of AUV, a five-dimensional state equation of the system was established, whose dimension was far less than that of the traditional. Second, the main source of error was considered. As the velocity observation value of the system, the velocity measured by DVL eliminated the scale error and lever arm error. As the position observation value of the system, the position measured by USBL eliminated the lever arm error. Third, to solve the issue of inconsistent observation frequencies between DVL and USBL, a sequential filter was proposed to update the extended Kalman filter. Finally, through selecting the sensor equipment and conducting two lake experiments with total voyages of 5.02 km and 3.2 km, respectively, the correctness and practicality of the system were confirmed by the results. By comparing the output of the integrated navigation system and the data of RTK GPS, the average position error was 4.12 m, the maximum position error was 8.53 m, the average velocity error was 0.027 m/s and the average yaw error was 1.41 degrees, whose precision is as high as that of an optical fiber gyroscope and Doppler Velocity Log integrated navigation system, but the price is less than half of that. The experimental results show that the proposed underwater integrated navigation system could realize the high-precision and long-term navigation of AUV in the designated area, which had great potential for both military and civilian applications.
引用
收藏
页数:22
相关论文
共 50 条
  • [1] A HIGH-PRECISION UNDERWATER NAVIGATION SYSTEM
    PEARSON, MG
    JOURNAL OF NAVIGATION, 1982, 35 (03): : 374 - 385
  • [2] Low-cost, high-precision measurement system for capacitive sensors
    Kolle, C
    O'Leary, P
    MEASUREMENT SCIENCE AND TECHNOLOGY, 1998, 9 (03) : 510 - 517
  • [3] Combining Low-Cost Sonar and High-Precision Global Navigation Satellite System for Shallow Water Bathymetry
    A. Bio
    J. A. Gonçalves
    A. Magalhães
    J. Pinheiro
    L. Bastos
    Estuaries and Coasts, 2022, 45 : 1000 - 1011
  • [4] Combining Low-Cost Sonar and High-Precision Global Navigation Satellite System for Shallow Water Bathymetry
    Bio, A.
    Goncalves, J. A.
    Magalhaes, A.
    Pinheiro, J.
    Bastos, L.
    ESTUARIES AND COASTS, 2022, 45 (04) : 1000 - 1011
  • [5] HIGH-PRECISION LOW-COST TEMPERATURE CONTROLLER
    GRUBIC, M
    WURZ, U
    JOURNAL OF PHYSICS E-SCIENTIFIC INSTRUMENTS, 1978, 11 (07): : 692 - 696
  • [6] Research on a Low-Cost High-Precision Positioning System for Orchard Mowers
    Fei, Ke
    Mai, Chaodong
    Jiang, Runpeng
    Zeng, Ye
    Ma, Zhe
    Cai, Jiamin
    Li, Jun
    AGRICULTURE-BASEL, 2024, 14 (06):
  • [7] A Low-Cost, High-Precision Vehicle Navigation System for Deep Urban Multipath Environment Using TDCP Measurements
    Kim, Jungbeom
    Park, Minhuck
    Bae, Yonghwan
    Kim, O-Jong
    Kim, Donguk
    Kim, Bugyeom
    Kee, Changdon
    SENSORS, 2020, 20 (11) : 1 - 19
  • [8] High-precision and low-cost vibration generator for low-frequency calibration system
    Li, Rui-Jun
    Lei, Ying-Jun
    Zhang, Lian-Sheng
    Chang, Zhen-Xin
    Fan, Kuang-Chao
    Cheng, Zhen-Ying
    Hu, Peng-Hao
    MEASUREMENT SCIENCE AND TECHNOLOGY, 2018, 29 (03)
  • [9] A Low-Cost, Accurate, and High-Precision Fluid Dispensing System for Microscale Application
    Das, Champak
    Wang, Guochun
    Nguyen, Chien
    SLAS TECHNOLOGY, 2017, 22 (02): : 144 - 152
  • [10] A High-Precision, Low-Cost, Wireless, Multi-Channel Electrogastrography System
    Guo, Xiaoyi
    Wang, Zhongpeng
    He, Feng
    Qi, Hongzhi
    Chen, Long
    Li, Chunyu
    Wang, Yanchen
    Ming, Dong
    2021 43RD ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE & BIOLOGY SOCIETY (EMBC), 2021, : 6779 - 6782