A Real-time Gravity Compensation Method for a High-Precision Airborne Position and Orientation System based on a Gravity Map

被引:3
|
作者
Zhu, Zhuangsheng [1 ,2 ,3 ]
Guo, Yiyang [1 ,2 ,3 ]
Ye, Wen [1 ,2 ,3 ]
机构
[1] Key Lab Fundamental Sci Natl Def, Beijing 100191, Peoples R China
[2] Novel Inertial Instrument & Nav Syst Technol, Beijing 100191, Peoples R China
[3] Beihang Univ, Beijing 100191, Peoples R China
来源
JOURNAL OF NAVIGATION | 2018年 / 71卷 / 03期
基金
国家高技术研究发展计划(863计划);
关键词
Gravity compensation; Gravity disturbance; Gaussian Process Regression; Gravity map; Gaussian-Markov Model; GAUSSIAN PROCESS REGRESSION; MODEL; POS;
D O I
10.1017/S0373463317000790
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
Motion compensation is a significant part of an airborne remote sensing system. A Position and Orientation System (POS) can directly measure the motion information of an airborne remote sensing payload that can improve the quality of airborne remote sensing images. Gravity disturbance, information on which is often ignored due to being difficult to acquire in real-time, has become the main error source of POS in the development of inertial components. In this paper, a new real-time gravity compensation method is proposed, which includes the gravity disturbance as the error states of a POS Kalman filter, and an accurate gravity disturbance model is constructed using a time-varying Gaussian-Markov model based on a high-precision gravity map, whose resolution is enhanced by a new interpolation method based on Gaussian Process Regression (GPR). A flight experiment was conducted to evaluate the efficiency of the proposed method and the results showed that the proposed method performs well when compared with other real-time gravity compensation methods.
引用
收藏
页码:711 / 728
页数:18
相关论文
共 50 条
  • [1] Research on the Gravity Disturbance Compensation Terminal for High-Precision Position and Orientation System
    Zhu, Zhuangsheng
    Tan, Hao
    Jia, Yue
    Xu, Qifei
    [J]. SENSORS, 2020, 20 (17) : 1 - 16
  • [2] An Accurate Gravity Compensation Method for High-Precision Airborne POS
    Fang, Jiancheng
    Chen, Linzhouting
    Yao, Jifeng
    [J]. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2014, 52 (08): : 4564 - 4573
  • [3] A Real-Time Gravity Compensation Method for INS Based on BPNN
    Gao, Duanyang
    Hu, Baiqing
    Qin, Fangjun
    Chang, Lubin
    Lyu, Xu
    [J]. IEEE SENSORS JOURNAL, 2021, 21 (12) : 13584 - 13593
  • [4] HIGH-PRECISION REAL-TIME BEAM POSITION MEASUREMENT SYSTEM
    KLEMAN, KJ
    [J]. PROCEEDINGS OF THE 1989 IEEE PARTICLE ACCELERATOR CONFERENCE, VOLS 1-3: ACCELERATOR SCIENCE AND TECHNOLOGY, 1989, : 1465 - 1467
  • [5] The Influence of Gravity Disturbance on High-precision Long-time INS and Its Compensation Method
    Wang Hao
    Xiao Xuan
    Deng Zhi-hong
    Fu Meng-yin
    [J]. 2014 FOURTH INTERNATIONAL CONFERENCE ON INSTRUMENTATION AND MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC), 2014, : 104 - 108
  • [6] On Gravity Disturbance Compensation Technology of High-precision SINS Based on B-spline Method
    Cong, Lin
    Zhao, Zhong
    Yang, Xiaobu
    [J]. 2014 IEEE CHINESE GUIDANCE, NAVIGATION AND CONTROL CONFERENCE (CGNCC), 2014, : 16 - 18
  • [7] Research on gravity vertical deflection on attitude of position and orientation system and compensation method
    Zhu, Zhuangsheng
    Zhao, Bo
    Guo, Yiyang
    Zhou, Xiangyang
    [J]. AEROSPACE SCIENCE AND TECHNOLOGY, 2019, 85 : 495 - 504
  • [8] A two-stage method for constructing real-time high-precision temperature map
    Wang Ruoyu
    Cai Jingtao
    Sun Fong
    Chen Yongquan
    [J]. PROCEEDINGS OF 2019 14TH IEEE INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS (ICEMI), 2019, : 668 - 673
  • [9] Basin structure and multiresource potential based on high-precision airborne gravity and magnetic data
    Yan-Xu Liu
    Wen-Yong Li
    An-Qi Cao
    Shan Gao
    Ning Wang
    Li-Jie Wang
    Cheng Yang
    [J]. Applied Geophysics, 2022, 19 : 433 - 446
  • [10] Analysis and on-line compensation of gravity disturbance in a high-precision inertial navigation system
    Weng, Jun
    Liu, Jianning
    Jiao, Mingxing
    Kou, Ke
    [J]. GPS SOLUTIONS, 2020, 24 (03)