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机动过程中紧密耦合捷联惯导系统/全球定位系统的瞬时可观测性

Instantaneous Observability of Tightly Coupled SINS/GPS during Maneuvers.

作者信息

Jiang Junxiang, Yu Fei, Lan Haiyu, Dong Qianhui

机构信息

College of Automation, Harbin Engineering University, Harbin 150001, China.

Department of Gematics Engineering, University of Calgary, Calgary, AB T2N 1N4, Canada.

出版信息

Sensors (Basel). 2016 May 27;16(6):765. doi: 10.3390/s16060765.

Abstract

The tightly coupled strapdown inertial navigation system (SINS)/global position system (GPS) has been widely used. The system observability determines whether the system state can be estimated by a filter efficiently or not. In this paper, the observability analysis of a two-channel and a three-channel tightly coupled SINS/GPS are performed, respectively, during arbitrary translational maneuvers and angle maneuvers, where the translational maneuver and angle maneuver are modeled. A novel instantaneous observability matrix (IOM) based on a reconstructed psi-angle model is proposed to make the theoretical analysis simpler, which starts from the observability definition directly. Based on the IOM, a series of theoretical analysis are performed. Analysis results show that almost all kinds of translational maneuver and angle maneuver can make a three-channel system instantaneously observable, but there is no one translational maneuver or angle maneuver can make a two-channel system instantaneously observable. The system's performance is investigated when the system is not instantaneously observable. A series of simulation studies based on EKF are performed to confirm the analytic conclusions.

摘要

紧密耦合的捷联惯性导航系统(SINS)/全球定位系统(GPS)已得到广泛应用。系统的可观测性决定了系统状态能否通过滤波器有效估计。本文分别对两通道和三通道紧密耦合SINS/GPS在任意平移机动和角度机动过程中的可观测性进行了分析,其中对平移机动和角度机动进行了建模。提出了一种基于重构ψ角模型的新型瞬时可观测性矩阵(IOM),以使理论分析更简单,该矩阵直接从可观测性定义出发。基于该IOM进行了一系列理论分析。分析结果表明,几乎所有类型的平移机动和角度机动都能使三通道系统瞬时可观测,但没有一种平移机动或角度机动能使两通道系统瞬时可观测。研究了系统不可瞬时观测时的性能。基于扩展卡尔曼滤波器(EKF)进行了一系列仿真研究以验证分析结论。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/7b96/4934191/12368d7fc0c2/sensors-16-00765-g001a.jpg

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