Research Agenda

Our goal is to develop new sensing technologies to see the world from from entirely new perspective, through AI-Driven Wireless+X Sensing. By Integrating the Power of AI with Radio-Frequency Signal Processing—and further expanding these capabilities through Sensor Fusion—we aim to push the boundaries of human perceptual capabilities in diverse areas such as IoT, Health Monitoring, Autonomous Driving, Defense/Remote Sensing, and HCI.

Wireless-Centric AI

“How to fully unleash the power of AI for wireless signals?”

• Radar Signal Processing + AI
• Wireless Foundation Model
• Wireless + Generative AI
• Complex Neural Network

Innovative Wireless+X Perception Systems

“How to achieve new perception technologies/applications that can see beyond human vision?”

• Nex Sensing Technologies for Various Application Areas (e.g. Health Monitoring, IoT, Defense)
• Micro-Motion Sensing
• Remote Sensing with Synthetic Aperture Radar (SAR)
• Sensing in Challenging Scenarios (e.g. Occlusion, Dark)

Multi-Modal/Multi-Sensor Fusion

“How to achieve generalized perception capabilities by combining different physical capabilities of diverse sensors?”

• Multi-Sensor Fusion
• Multi-Modal Learning
• Sensor Signal Processing