Cross-Modality Continuous User Authentication and Device Pairing With Respiratory Patterns

• Published in: IEEE internet of things journal Vol. 10; no. 16; pp. 14197 - 14211
• Main Authors: Islam, Shekh M. M., Zheng, Yao, Pan, Yanjun, Millan, Marionne, Chang, Willy, Li, Ming, Boric-Lubecke, Olga, Lubecke, Victor, Sun, Wenhai
• Format: Journal Article
• Language: English
• Published: Piscataway IEEE 15.08.2023; The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
• Subjects: Authentication; Belts; Biomedical monitoring; Biometrics; Breathing; Continuous authentication; continuous wave (CW) radar; Home environment; Independent component analysis; independent component analysis (ICA); Internet of Things; Jamming; joint approximate digaonalization of eigenmatrices; key derivation; Monitoring; noncontact sleep monitoring; Radar; Radar equipment; Security; Sleep apnea; Spoofing; telemedicine; test compliance

At-home screening systems for obstructive sleep apnea (OSA) can bring convenience to remote chronic disease management. However, the unsupervised home environment is subject to spoofing and unintentional interference from the household member. To improve robustness, this work presents SIENNA, an ins...