A Review on Machine Learning-Based Radio Direction Finding. (24th August 2020)

• Record Type: Journal Article
• Authors: You, Ming-Yi; Lu, An-Nan; Ye, Yun-Xia; Huang, Kai; Jiang, Bin
• Other Names: Li Jianfeng Guest Editor.
• Is Part Of: Mathematical problems in engineering. Volume 2020(2020)
• Publication Date: 2020-08-24
• Subjects: Engineering mathematics -- Periodicals; 510.2462
• DOI: 10.1155/2020/8345413
• Languages: English
• ISSNs: 1024-123X

Abstract

Abstract : The research and applications of radio direction-finding technology based on machine learning are reviewed. Detailed application scenarios are summarized with focus on the advantages of machine learning-based direction-finding models. Important elements such as problem formulation and model inputs and outputs are introduced in detail. Finally, some valuable future research topics are discussed.