Location Tracking of Ocean-Current-Related Underwater Drifting Nodes Using Doppler Shift Measurements

被引:24
作者
Diamant, Roee [1 ]
Wolff, Lars Michael [2 ]
Lampe, Lutz [1 ]
机构
[1] Univ British Columbia, Vancouver, BC V6T 1Z4, Canada
[2] Univ Appl Sci Kiel, D-24143 Kiel, Germany
关键词
Doppler shift; ocean current; propagation speed uncertainties; underwater navigation (UN); LOCALIZATION;
D O I
10.1109/JOE.2014.2370911
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
Ocean exploration is typically interpreted with reference to the location of a data collecting node, e.g., when reporting an event occurrence, or the location of an object itself. Underwater tracking (UT) is somewhat different from tracking using RADAR or radio-frequency signals, due to irregularities of the ocean current and depth-varying sound speed in water. Sound-speed uncertainty also makes it challenging to incorporate Doppler shift measurements into UT. In this paper, we present a new UT scheme which considers the above challenges and utilizes spatial correlation of ocean current to estimate the drift velocity of the tracked node (TN) as a combination of the drift velocities of anchor nodes. We also offer two types of unbiased confidence indexes aimed to control the use of drift velocity estimation. To evaluate the performance of our UT scheme, we employ a hybrid simulator that combines numerical models for the ocean current and the signal-power attenuation in the ocean. We also report results from two sea trials conducted in the Mediterranean Sea and in the Indian Ocean. By tracking the sound speed, and utilizing Doppler shift measurements and drift velocity information of anchor nodes, accuracy is significantly improved.
引用
收藏
页码:887 / 902
页数:16
相关论文
共 43 条
  • [1] [Anonymous], 2012, SHYFEM FINITE ELEMEN
  • [2] [Anonymous], 2010, IEEE Oceans
  • [3] [Anonymous], 1987, Computer Graphics, DOI DOI 10.1145/37402
  • [4] [Anonymous], 2012, Bayesian estimation and tracking: a practical guide
  • [5] Arrichiello F., 2012, P IEEE C ROB AUT SAI, DOI [10.1109/ICRA.2012.6224733, DOI 10.1109/ICRA.2012.6224733]
  • [6] Cooperative Localization for Autonomous Underwater Vehicles
    Bahr, Alexander
    Leonard, John J.
    Fallon, Maurice F.
    [J]. INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 2009, 28 (06) : 714 - 728
  • [7] Baozhi Chen, 2012, 2012 9th Annual IEEE Communications Society Conference on Sensor, Mesh and Ad Hoc Communications and Networks (SECON), P308, DOI 10.1109/SECON.2012.6275792
  • [8] An Efficient IMM-UKF-Bias Algorithm for Mobile Location in UMTS-FDD under NLOS Conditions
    Benoudnine, H.
    Bartelmaos, S.
    Abed-Meraim, K.
    [J]. 2009 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY (ISSPIT 2009), 2009, : 527 - +
  • [9] Brown J., 1989, OCEAN CIRCULATION
  • [10] Burdic W.S., 2002, Underwater Acoustic System Analysis, V2