Underwater vehicle positioning method using sound speed error estimation in conjunction with a motion compensation model

被引:0
|
作者
Yu, Miao [1 ]
Geng, Hao [2 ]
Liu, Xinyu [2 ]
机构
[1] Wuxi Univ, Coll Elect Informat Engn, Wuxi 214105, Peoples R China
[2] China Ship Sci Res Ctr, State Key Lab Deep Sea Manned Vehicles, Wuxi 214082, Peoples R China
关键词
Underwater vehicle positioning; Sound speed error estimation; Motion compensation model; Ray acoustic travel model; LOCALIZATION; NAVIGATION; VELOCITY;
D O I
10.1016/j.oceaneng.2024.120241
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
Accurate positional information is crucial for correlating data from underwater vehicles. Vehicle motion during the interrogation reception interval, along with challenges inaccurately measuring sound speed, degrades the performance of positioning solutions in two-way travel time measurements. This paper proposes a novel positioning method for underwater vehicles that incorporates sound speed error estimation with a motion compensation model. To mitigate the underestimation of position coordinates for moving vehicles, a time- based function is employed to fit the position coordinates during the interrogation reception. A solution for the coefficients of the basis function, derived from the ray acoustic travel model, is developed. Furthermore, this paper models the complex sound speed errors as time-varying sound speed profiles and incorporates them into the motion-compensated sound ray travel model. This results in a joint estimation framework for position fitting coefficients and sound speed errors, effectively resolving inaccuracies in motion model compensation and sound speed error estimation for real-time underwater vehicle positioning. Monte Carlo (MC) simulations demonstrate that the proposed method effectively compensates for the effects of vehicle motion and sound speed errors on underwater vehicle positioning. Sea trials confirm an average positioning error reduction to 3.03 m, significantly improving accuracy compared to existing models.
引用
收藏
页数:11
相关论文
共 50 条
  • [1] Temporal Sound Speed Error Correction Model for Underwater Acoustic Positioning Based on In Situ Measurements
    Zhao, Shuang
    Xue, Shuqiang
    Li, Baojin
    Zhou, Jie
    Liu, Huimin
    Ma, Yueyuan
    JOURNAL OF SURVEYING ENGINEERING, 2025, 151 (02)
  • [2] A new underwater positioning model based on average sound speed
    Liu, Yixu
    Lu, Xiushan
    Xue, Shuqiang
    Wang, Shengli
    JOURNAL OF NAVIGATION, 2021, 74 (05): : 1009 - 1025
  • [3] Distributed Vehicle Cooperative Positioning Method Based on Delay Error Compensation
    Li, Yao
    Wang, Wuqi
    Yan, Changlei
    Chen, Lisha
    Yang, Long
    Min, Haigen
    Wu, Xia
    CICTP 2023: INNOVATION-EMPOWERED TECHNOLOGY FOR SUSTAINABLE, INTELLIGENT, DECARBONIZED, AND CONNECTED TRANSPORTATION, 2023, : 288 - 299
  • [4] Underwater Terrain Positioning Method Using Maximum a Posteriori Estimation and PCNN Model
    Chen, Pengyun
    Zhang, Pengfei
    Ma, Teng
    Shen, Peng
    Li, Ye
    Wang, Rupeng
    Han, Yue
    Li, Lizhou
    JOURNAL OF NAVIGATION, 2019, 72 (05): : 1233 - 1253
  • [5] An Estimation and Compensation Method for Motion Trajectory Error in Bistatic SAR
    Li, Yi
    Li, Wenchao
    Wu, Junjie
    Sun, Zhichao
    Sun, Huarui
    Yang, Jianyu
    REMOTE SENSING, 2022, 14 (21)
  • [6] Compensation technique for the intrinsic error in ultrasound motion estimation using a speckle tracking method
    Taki, Hirofumi
    Yamakawa, Makoto
    Shiina, Tsuyoshi
    Sato, Toru
    JAPANESE JOURNAL OF APPLIED PHYSICS, 2015, 54 (07)
  • [7] A macro–micro compensation method for straightness motion error and positioning error of an improved linear stage
    Yongjun Deng
    Xin Jin
    Zhijing Zhang
    The International Journal of Advanced Manufacturing Technology, 2015, 80 : 1799 - 1806
  • [8] A hybrid prediction model for wind speed using support vector machine and genetic programming in conjunction with error compensation
    Dong, Yue
    Niu, Jun
    Liu, Qi
    Sivakumar, Bellie
    Du, Taisheng
    STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT, 2021, 35 (12) : 2411 - 2424
  • [9] A hybrid prediction model for wind speed using support vector machine and genetic programming in conjunction with error compensation
    Yue Dong
    Jun Niu
    Qi Liu
    Bellie Sivakumar
    Taisheng Du
    Stochastic Environmental Research and Risk Assessment, 2021, 35 : 2411 - 2424
  • [10] A macro-micro compensation method for straightness motion error and positioning error of an improved linear stage
    Deng, Yongjun
    Jin, Xin
    Zhang, Zhijing
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2015, 80 (9-12): : 1799 - 1806