معرفی
Professor Tet Him Yeap serves as an Associate Professor and Associate Director of the System Science Program within the School of Electrical Engineering and Computer Science at the University of Ottawa. With a tenure dating back to October 1989, he maintains an active research profile from his office in STE 5025. His academic contributions are anchored in electrical engineering and computer science, particularly in advancing communication systems and neural network applications for real-world problems.
Professor Yeap's research program is centered on three interconnected pillars: Internet of Things (IoT) for smart infrastructure, neural network architectures, and VLSI design. Within IoT, he explores applications in smart farming—such as precision agriculture and environmental monitoring—and predictive maintenance for transportation systems. His neural network work emphasizes Restricted Hopfield Networks, focusing on adversarial robustness and associative memory capabilities. Additionally, he investigates VLSI implementations for communication systems, including visible light communication (VLC) under challenging ambient light conditions, and wireline/wireless access technologies.
Analysis of Professor Yeap's 15 most recent publications (2023-2025) reveals a strategic shift toward interdisciplinary applications of machine learning in agriculture and robust communication systems. Approximately half of these works address smart farming challenges, leveraging UAV imagery, federated learning, and neural networks to predict crop yields and nitrous oxide emissions. The remainder concentrates on enhancing neural network robustness (particularly Restricted Hopfield Networks) and optimizing visible light communication for outdoor use. This dual focus underscores his commitment to both theoretical advances in AI and practical solutions for sustainability.
Professor Yeap mentors graduate students in his research areas, with Kalonji H Kalala currently under his supervision. While specific grant awards are not detailed in the provided materials, his extensive publication record in high-impact areas suggests active involvement in funded projects, likely including collaborations with agricultural technology initiatives and engineering research consortia focused on IoT and communication systems.
