航空学报2025，Vol.46Issue(6)：1-26,26.DOI:10.7527/S1000-6893.2025.31672
多源信息融合发展及展望
Development and prospects of multisource information fusion
摘要
Abstract
Multisource information fusion has undergone decades of development,expanding from classic signal pro-cessing issues to a multidisciplinary frontier field and covering a wide range of applications such as aerospace,intelli-gent transportation,industrial engineering,and security.This paper starts from the definition and principles of multi-source information fusion,reviews the main development stages of information fusion technology,and summarizes the research progress of four basic scientific issues:fusion detection,fusion recognition,fusion estimation,and fusion association.The technology of multisource image fusion and machine learning methods oriented towards information fusion are also outlined.Based on this,the typical applications of information fusion in several fields are introduced.Finally,the development direction of information fusion technology and its applications are discussed.关键词
信息融合/多传感器融合/统计信号处理/机器学习/分布式系统Key words
information fusion/multisensor fusion/statistical signal processing/machine learning/distributed system分类
航空航天引用本文复制引用
何友,郭晨,刘瑜,李耀文,丁自然,董凯,崔亚奇,张财生,王学谦,李徵..多源信息融合发展及展望[J].航空学报,2025,46(6):1-26,26.基金项目
国家自然科学基金(62388102,62425117,62293544,62401336) National Natural Science Foundation of China(62388102,62425117,62293544,62401336) （62388102,62425117,62293544,62401336）
