4 papers
Query-Conditioned Knowledge Alignment for Reliable Cross-System Medical Reasoning
Yan Jiao, Jingran Xu, Pin-Han Ho +1
Cross-domain knowledge alignment is essential for integrating heterogeneous medical systems, yet existing approaches typically treat entity alignment as a static matching problem,…
Observability Engineering: From Measurement to Information Generation in Active Sensing Systems
Pin-Han Ho, Limei Peng
This article develops a four stage observability engineering framework for interaction driven sensing. The framework integrates physical modeling, information geometry, symmetry re…
On Achieving High-Fidelity Grant-free Non-Orthogonal Multiple Access
Haoran Mei, Limei Peng, Pin-Han Ho
Grant-free access (GFA) has been envisioned to play an active role in massive Machine Type Communication (mMTC) under 5G and Beyond mobile systems, which targets at achieving signi…
A Novel Framework of K-repetition Grant-free Access via Diversity Slotted Aloha (DSA)
Haoran Mei, Limei Peng, Pin-Han Ho
This article introduces a novel framework of multi-user detection (MUD) for K-repetition grant-free non-orthogonal multiple access (K-GF-NOMA), called iterative interference ca…