数据采集与处理2025，Vol.40Issue(5)：1153-1164,12.DOI:10.16337/j.1004-9037.2025.05.004
空天目标测控信息多模态适配融合方法
Multi-modal Adaptive Fusion Method for Aerospace Target Tracking and Control Information
摘要
Abstract
Conventional single-mode information fusion methods for aerospace target tracking and control often struggle with complex scenarios such as sudden sensor failure,abrupt target interference,and intense electromagnetic jamming.To address these limitations,the paper proposes a multi-modal adaptive fusion method that accommodates the kinematic characteristics of typical aerospace targets,including ballistic missiles,near-space hypersonic glide vehicles and aircrafts.To further enhance the sensor network's adaptability to dynamic environments,a dynamic-threshold-based multi-modal switching strategy is designed,serving as the core mechanism for adaptive fusion while effectively preventing frequent false or delayed mode switching.Through systematic innovation,a multi-modal fusion architecture is established that surpasses the adaptive capability of the single algorithm.Experimental results demonstrate that the proposed method significantly improves both the full-course tracking and control capability for aerospace targets and the accuracy of trajectory fusion processing.关键词
多模态/融合/适配/测控信息/空天目标Key words
multi-modal/fusion/adaptive/tracking and control information/aerospace target分类
信息技术与安全科学引用本文复制引用
李伟,程先哲,刘航,王磊..空天目标测控信息多模态适配融合方法[J].数据采集与处理,2025,40(5):1153-1164,12.基金项目
国家自然科学基金(12402420) （12402420）
基础加强计划技术领域基金(2023-JCJQ-JJ-0183). （2023-JCJQ-JJ-0183）
