Three-dimensional target tracking strategy based on guidance laws and optimal information fusion

Author:

Dong Yihua1ORCID,Feng Shulin23ORCID,Tai Liuchen1

Affiliation:

1. College of Information and Control Engineering, Weifang University, China

2. School of Information and Electrical Engineering, Ludong University, China

3. Tianjin Key Laboratory of Microgravity and Hypogravity Environment Simulation Technology, China

Abstract

This paper presents a method for pursuer to track a moving target in a three-dimensional space. The method is based on the guidance laws combined with the kinematics equations of the pursuer and the target. The maneuvers of the target are prior unknown to the pursuer. Guidance laws used for tracking are the deviated pursuit and the proportional navigation, and the method presents a family of navigation laws resulting in a rich behavior for different parameters. For the three-dimensional scenario, two cases-not presenting interference and presenting interference are considered. In the absence of interference, the control strategy is proposed to implement the problem of tracking. In the presence of interference, an optimal information fusion Kalman filter weighted by scalars and guidance laws are combined to improve the trajectory tracking precision, and the combination can enrich the application range of information fusion and guidance laws. Simulations are conducted to demonstrate the effectiveness and reliability of the proposed control strategy.

Funder

Open Project Program of Tianjin Key Laboratory of Microgravity and Hypogravity Environment Simulation Technology

Natural Science Foundation of Shandong Province

Publisher

SAGE Publications

Subject

Instrumentation

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Trajectory tracking of binocular vision system for picking robot based on fast non-singular terminal sliding mode control;Transactions of the Institute of Measurement and Control;2024-04-13

2. End-to-end active non-cooperative target tracking of free-floating space manipulators;Transactions of the Institute of Measurement and Control;2023-06-08

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