雷达与对抗2024,Vol.44Issue(2) :11-15,46.DOI:10.19341/j.cnki.1009-0401.2024.02.003

基于IMM框架的多模型选择算法在多级运载火箭跟踪中的应用

Application of multi-model selection algorithm based on IMM framework in multi-stage carrier rocket tracking

曾怡 靳俊峰 寿博
雷达与对抗2024,Vol.44Issue(2) :11-15,46.DOI:10.19341/j.cnki.1009-0401.2024.02.003

基于IMM框架的多模型选择算法在多级运载火箭跟踪中的应用

Application of multi-model selection algorithm based on IMM framework in multi-stage carrier rocket tracking

曾怡 1靳俊峰 1寿博1
扫码查看

作者信息

  • 1. 中国电子科技集团公司第三十八研究所,合肥 230088;孔径阵列与空间探测安徽省重点实验室,合肥 230088
  • 折叠

摘要

通过研究多级运载火箭飞行全过程,搭建包括多级运载火箭仿真数据产生器、数字回波产生器、模拟目标跟踪系统、精度评估系统在内的半实物仿真平台,采用基于IMM框架的多模型选择算法进行模拟跟踪实验,得到一组匹配参数,将实测数据作为半实物仿真平台数据输入,进行算法验证.仿真结果表明,基于IMM框架的多模型选择算法具有鲁棒性高、跟踪无滞后的特征,适于工程实际应用.

Abstract

A semi-physical simulation platform is constructed,including a multi-stage carrier rocket simulation data generator,a digital echo generator,an analog target tracking system,and an accu-racy evaluation system through studying the entire flight process of multi-stage carrier rockets.The multi-model selection algorithm is used based on the IMM framework for simulation tracking experiments,obtaining a set of matching parameters.Furthermore,actual measured data are input into the semi-physical simulation platform to validate the algorithm.The simulation results indicate that the multi-model selection algorithm based on the IMM framework features high robustness and lag-free tracking,and is suitable for practical engineering applications.

关键词

多级运载火箭/半实物仿真平台/多模型选择算法

Key words

multi-stage carrier rocket/semi-physical simulation platform/multi-model selection algorithm

引用本文复制引用

出版年

2024
雷达与对抗
南京船舶雷达研究所

雷达与对抗

影响因子:0.158
ISSN:1009-0401
段落导航相关论文