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
