3 papers
cs.AI2026
Sensor-Conditioned Representation Learning via Scene-Relevant Observation Quotients
Yan Jiao, Pin-Han Ho, Limei Peng
Learned representations in intelligent sensing systems are often evaluated by reconstruction fidelity or downstream prediction accuracy, but these criteria do not specify which lat…
cs.IT2026
FaA-CAF: Modular Single-RF-Chain Near-Field mmWave Sensing via Clip-On Antenna Fabric
Pin-Han Ho, Haoran Mei, Limei Peng +5
Near field mmWave sensing is poised to play a key role in future wireless systems, enabling environment-aware, embodied, and application adaptive operation under stringent form-fac…
cs.AR2026
Frequency as Aperture: Enabling Embeddable Near-Field Sensing for 6G Wireless Radios
Pin-Han Ho, Limei Peng, Yiming Miao +4
Integrated sensing and communication (ISAC) is expected to be natively supported by future 6G wireless radios, yet most mmWave sensing solutions still rely on dedicated radar hardw…