Passive Localization Method Based on Cubature Kalman Filter

被引:0
|
作者
Wang, Shoufeng [1 ]
Zhang, Hui [1 ]
Zhang Shihui [1 ]
Wang, Baobao [1 ]
机构
[1] Jiangsu Automat Res Inst, Lianyungang 222061, Peoples R China
关键词
Dual-station Passive Localization; Target tracking; The cubature Kalman filter;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In order to improve the performance of passive positioning and make up for the shortcomings of traditional technology, such as less information, slow positioning speed and low positioning accuracy, this paper proposes a pure angle target positioning method based on the cubature Kalman filter(CFK). Firstly. the posterior probability density function is calculated by the determined volume points, without the knowledge of the Jacobian matrix which is complex and hard to be solved. In addition, this method can effectively improve the accuracy of positioning. Simulation results show that, compared with the traditional method, the positioning accuracy of this method is higher.
引用
收藏
页码:650 / 654
页数:5
相关论文
共 50 条
  • [21] The Application of AUV Navigation Based on Cubature Kalman Filter
    Duan, Huan
    Guo, Jia
    Song, Yan
    Sha, Qixin
    Jiang, Jingtao
    Yan, Tianhong
    Mu, Xiaokai
    He, Bo
    [J]. 2017 IEEE UNDERWATER TECHNOLOGY (UT), 2017,
  • [22] SLAM Based on Double Layer Cubature Kalman Filter
    Yang, Feng
    Jin, Bo
    Yan, Mengting
    Luo, Yujuan
    [J]. 2019 22ND INTERNATIONAL CONFERENCE ON INFORMATION FUSION (FUSION 2019), 2019,
  • [23] Augmented cubature Kalman Filter/Kalman filter integrated algorithm
    Zhao, Xijing
    Liu, Guangbin
    Wang, Lixin
    He, Zhikun
    Yao, Zhicheng
    [J]. Hongwai yu Jiguang Gongcheng/Infrared and Laser Engineering, 2014, 43 (02): : 647 - 653
  • [24] Distributed Object Tracking based on Cubature Kalman Filter
    Bhuvana, Venkata Pathuri
    Schranz, Melanie
    Huemer, Mario
    Rinner, Bernhard
    [J]. 2013 ASILOMAR CONFERENCE ON SIGNALS, SYSTEMS AND COMPUTERS, 2013, : 423 - 427
  • [25] Adaptive Radial Rule based Cubature Kalman Filter
    Jia, Bin
    Xin, Ming
    [J]. 2015 AMERICAN CONTROL CONFERENCE (ACC), 2015, : 3156 - 3161
  • [26] Heave Motion Estimation Based on Cubature Kalman Filter
    Guo, Peng
    Li, Jun
    Chen, Tianxiong
    Wu, Zhenxing
    [J]. 2021 INTERNATIONAL CONFERENCE ON CYBER-PHYSICAL SOCIAL INTELLIGENCE (ICCSI), 2021,
  • [27] Robust cubature Kalman filter method for the nonlinear alignment of SINS
    Shi-luo Guo
    Ying-jie Sun
    Li-min Chang
    Yang Li
    [J]. Defence Technology, 2021, 17 (02) : 593 - 598
  • [28] Predictive fifth-degree cubature Kalman filter method
    Zhao, Xiangdan
    Wang, Biao
    Wang, Zhisheng
    Yang, Zhong
    [J]. Hangkong Xuebao/Acta Aeronautica et Astronautica Sinica, 2023, 44 (06):
  • [29] Robust cubature Kalman filter method for the nonlinear alignment of SINS
    Guo, Shi-luo
    Sun, Ying-jie
    Chang, Li-min
    Li, Yang
    [J]. DEFENCE TECHNOLOGY, 2021, 17 (02): : 593 - 598
  • [30] Vehicle Trajectory Prediction Method Based on "Current" Statistical Model and Cubature Kalman Filter
    Deng, Mingjun
    Li, Shuhang
    Jiang, Xueqing
    Li, Xiang
    [J]. ELECTRONICS, 2023, 12 (11)