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基于混合滤波器的水炮打击目标轨迹预测方法

李福成 陈姚节

计算机与数字工程2024,Vol.52Issue(3):886-891,6.
计算机与数字工程2024,Vol.52Issue(3):886-891,6.DOI:10.3969/j.issn.1672-9722.2024.03.042

基于混合滤波器的水炮打击目标轨迹预测方法

Water Cannon Target Track Prediction Method Based on Hybrid Filter

李福成 1陈姚节2

作者信息

  • 1. 武汉科技大学计算机科学与技术学院 武汉 430065
  • 2. 武汉科技大学计算机科学与技术学院 武汉 430065||冶金工业过程国家级虚拟仿真实验教学中心 武汉 430065
  • 折叠

摘要

Abstract

When the intelligent water cannon strikes the target ship in the moving state,the time spent by the jet movement in the air will lead to the attack miss problem.In order to solve this problem,a hybrid filter based on water cannon target trajectory pre-diction method is proposed.The method first collects the trajectory data of the target tracking device,then uses the trajectory data to train the hybrid filter model,and finally uses the model to predict the target trajectory in real time.The experimental results show that in the intelligent water cannon experimental environment,the prediction effect is good,and the mean square error is between 0.3025 to 1.4832.In practical application,the method effectively solves the miss problem when the intelligent water cannon strikes the moving target.

关键词

智能水炮/脱靶修正/混合滤波器/轨迹预测

Key words

intelligent water cannon/miss correction/hybrid filter/trajectory prediction

分类

信息技术与安全科学

引用本文复制引用

李福成,陈姚节..基于混合滤波器的水炮打击目标轨迹预测方法[J].计算机与数字工程,2024,52(3):886-891,6.

计算机与数字工程

OACSTPCD

1672-9722

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