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Towards Reliable and Accessible Sensing with Internet of Things Sensors
The Hong Kong University of Science and Technology Department of Computer Science and Engineering PhD Thesis Defence Title: "Towards Reliable and Accessible Sensing with Internet of Things Sensors" By Mr. Yuxuan ZHOU Abstract: The Internet of Things (IoT) is increasingly integral to daily life, facilitating applications ranging from smart homes to healthcare monitoring through advanced sensing technologies. Despite its remarkable capabilities and promising potential, three key challenges impede broader implementation: (i) the open nature of certain sensing modalities raises security concerns; (ii) performance degradation due to domain shifts limits the effectiveness of systems across diverse environments; and (iii) a lack of inclusive designs restricts accessibility for various user groups. This proposal addresses these challenges through four innovative research initiatives. The first two initiatives focus on enhancing security protocols for IoT sensing systems to mitigate vulnerabilities. The third initiative explores a metasurface-assisted millimeter-wave imaging system that maintains high resolution despite domain shifts. The fourth introduces a cognitive assessment system that employs engaging video stimuli and easy-to-wear devices, facilitating effortless and cost-effective evaluations. Lastly, the fifth initiative presents a robust drone detection system designed to operate effectively in Integrated Sensing and Communication (ISAC) scenarios, even under conditions of low signal quality and sampling rates. Collectively, these efforts aim to enhance the practicality and societal impact of IoT sensing systems. Date: Thursday, 14 August 2025 Time: 2:00pm - 4:00pm Venue: Room 5504 Lifts 25/26 Chairman: Prof. Yongchang ZHU (MATH) Committee Members: Prof. Qian ZHANG (Supervisor) Dr. Hao CHEN Prof. Kai CHEN Dr. Shenghui SONG (ISD) Dr. Edith Cheuk Han NGAI (HKU)