Geolocation tracking for human identification and activity recognition using radar deep transfer learning

• Published in: IET radar, sonar & navigation Vol. 17; no. 6; pp. 955 - 966
• Main Authors: Alkasimi, Ahmad, Pham, Anh‐Vu, Gardner, Christopher, Funsten, Brad
• Format: Journal Article
• Language: English
• Published: United Kingdom Institution of Engineering and Technology (IET) 01.06.2023; Wiley
• Subjects: artificial intelligence; convolutional neural nets; millimetre wave radar; radar signal processing; signal classification; surveillance; target tracking
• ISSN: 1751-8784; 1751-8792
• DOI: 10.1049/rsn2.12390

Human identification and activity recognition (HIAR) is crucial for many applications, such as surveillance, smart homes, and assisted living. As a sensing modality, radar has many unique characteristics including privacy protection, and contactless sensing. Single classification systems have shown...