Machine Learning Classification of S-Band Microwave Scattering Measurements From the Forearm as a Novel Biometric Technique

• Published in: IEEE Open Journal of Antennas and Propagation Vol. 1; pp. 118 - 125
• Main Authors: Nabulsi, Ala-Addin, Al-Shaikhli, Waleed, Kettlewell, Clayton, Hejtmanek, Kyle, Hassan, Ahmed M., Derakhshani, Reza
• Format: Journal Article
• Language: English
• Published: IEEE 2020
• Subjects: Antenna arrays; Antenna measurements; biometrics; Electron tubes; machine learning; Microwave antennas; Microwave signals; Microwave theory and techniques; Transmitting antennas; Wi-Fi

Biometrics use an individual's biological traits for personal identification. Various sensors have been used to obtain these measurements. Microwave biometric scans have recently gained traction as a non-contact technique due to their robustness to environmental lighting and unobtrusiveness. To...