中国空间科学技术2024，Vol.44Issue(1)：11-22,12.DOI:10.16708/j.cnki.1000-758X.2024.0002
多源遥感数据在战场环境智能态势感知的现状及展望
Current status and prospect of multisource remote sensing data in battlefield environment intelligent situational awareness
摘要
Abstract
In the face of the rapid change of complex battlefield environment information,grasping the situational awareness of complex battlefield environment in a timely,comprehensive and accurate manner is the prerequisite for winning the information war in the future.In order to explore the development direction of multi-source remote sensing data in battlefield environment situational awareness,on the basis of extensive investigation of remote sensing requirements for battlefield environment situational awareness,we firstly expounded the concept and connotation of battlefield environment situational awareness,then gave an overview of multi-source remote sensing data processing and battlefield situational awareness applications.Next,we analyzed the challenges,progress and development trend of remote sensing in battlefield environment situational awareness.In general,remote sensing provides a variety of observation data for battlefield environment situational awareness,and the combination of remote sensing and artificial intelligence algorithm can provide a variety of applications for military battlefield environment situational awareness and offer data assistance to commanders for decision-making.However,there are still a lot of challenges to be solved.Based on the analysis of the current achievements and challenges,we put forward the prospect of remote sensing in the battlefield environment situational awareness,and pointed out that the interpretability of deep learning based on remote sensing and the intelligent battlefield are the difficulties to break through the development of remote sensing in the battlefield environment situational awareness.关键词
战场环境/智能态势感知/人工智能/遥感/智慧战场Key words
battlefield environment/intelligent situational awareness/artificial intelligence/remote sensing/smart battlefield分类
信息技术与安全科学引用本文复制引用
邵振峰,党超亚,张红萍,吴长枝,齐晓飞,黄俊..多源遥感数据在战场环境智能态势感知的现状及展望[J].中国空间科学技术,2024,44(1):11-22,12.基金项目
国家自然科学基金重点项目(42090012) （42090012）
广西科技计划项目(桂科2021AB30019) （桂科2021AB30019）
江西省03专项及5G项目(20212ABC03A09) （20212ABC03A09）
珠海市产学研合作项目(ZH22017001210098PWC) （ZH22017001210098PWC）
四川省关键技术攻关项目(2022YFN0031) （2022YFN0031）
武汉大学知卓时空智能研究基金(ZZJJ202202) （ZZJJ202202）
灾害天气国家重点实验室开放课题(2021LASW-A17) （2021LASW-A17）
