基于运动约束的DVL/SINS紧耦合定位补偿算法

IF 2 4区 地球科学 Q2 GEOCHEMISTRY & GEOPHYSICS Marine Geodesy Pub Date : 2022-02-11 DOI:10.1080/01490419.2022.2040662
Kaidi Jin, Hongzhou Chai, Chuhan Su, Minzhi Xiang
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引用次数: 6

摘要

摘要捷联惯性导航系统(SINS)和多普勒速度测井(DVL)的集成通常应用于水下应用,其中DVL提供了三维速度,因此可以补偿SINS的累积误差。然而,DVL/SINS松耦合方法在可用波束少于三个的复杂环境中失败。并且紧密耦合方法仅在来自光束测量的一个方向的速度信息下发散。为了解决这些问题,本文提出了一种新的紧耦合方法,该方法考虑了无人潜水器的运动状态,并利用鲁棒自适应卡尔曼滤波器动态估计观测噪声。实验结果表明,该方法在波束受限环境下的无人潜航器任务中是有效的。
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A Compensation Algorithm with Motion Constraint in DVL/SINS Tightly Coupled Positioning
Abstract Integration of strapdown inertial navigation system (SINS) and doppler velocity log (DVL) is usually applied in underwater applications, wherein DVL provides the three-dimensional velocity, and hence the accumulated error of SINS can be compensated. However, the DVL/SINS loosely coupled approach fails in the complex environments on the condition of fewer than three available beams. And the tightly coupled approach divergences with only one direction velocity information from the beam measurement. To solve the problems, a novel tightly coupled method is proposed in this paper, in which the state of UUV motion is considered, and a robust adaptive Kalman filter is utilized to dynamically estimate the observation noise. Experiment results indicate that the proposed method is efficient in UUV missions for beam limited environment.
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来源期刊
Marine Geodesy
Marine Geodesy 地学-地球化学与地球物理
CiteScore
4.10
自引率
6.20%
发文量
27
审稿时长
>12 weeks
期刊介绍: The aim of Marine Geodesy is to stimulate progress in ocean surveys, mapping, and remote sensing by promoting problem-oriented research in the marine and coastal environment. The journal will consider articles on the following topics: topography and mapping; satellite altimetry; bathymetry; positioning; precise navigation; boundary demarcation and determination; tsunamis; plate/tectonics; geoid determination; hydrographic and oceanographic observations; acoustics and space instrumentation; ground truth; system calibration and validation; geographic information systems.
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