首页|基于混合滤波器的水炮打击目标轨迹预测方法

基于混合滤波器的水炮打击目标轨迹预测方法

扫码查看
在智能水炮打击处于运动状态的目标船舶时,射流在空中运动所耗时间会导致打击脱靶问题。针对这种情况,提出一种基于混合滤波器的水炮打击目标轨迹预测方法。该方法首先采集目标跟踪设备的轨迹数据,然后使用轨迹数据训练混合滤波器模型,最后使用模型实时预测目标轨迹。实验结果表明,在搭建的智能水炮实验环境中,持续预测目标未来0~2s的轨迹,均方误差在0。3025~1。4832之间,预测效果良好,在实际应用中,该方法有效地解决了智能水炮打击运动目标时的脱靶问题。
Water Cannon Target Track Prediction Method Based on Hybrid Filter
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.

intelligent water cannonmiss correctionhybrid filtertrajectory prediction

李福成、陈姚节

展开 >

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

智能水炮 脱靶修正 混合滤波器 轨迹预测

2024

计算机与数字工程
中国船舶重工集团公司第七0九研究所

计算机与数字工程

CSTPCD
影响因子:0.355
ISSN:1672-9722
年,卷(期):2024.52(3)
  • 20