CORTEXA
← Browse

Tianyu Liu

2 papers indexed

arxivcs.CV2026-07-17

HybridSim: A Physics-Learning Hybrid Digital Twin for mmWave Human Sensing

Weitao Xiong, Tianyu Liu, Peng Li, Kok Chung Chua, Toa Chean Khim, Pu Wang, et al.

High-fidelity simulation of mmWave radar signals for dynamic human motion is valuable for developing radar-based human sensing models; yet collecting accurately labeled measurements for a specific deployment site remains expensive. We present HybridSim, a physics-learning hybrid…

View free PDFSource page
arxiveess.SP2026-07-07

Mixture-of-Experts Deep Reinforcement Learning for Reliability-Constrained Energy-Efficient PDCCH Monitoring in Internet of Thing Device

Yue Xiu, Ning Wei, Zixian Song, Tianyu Liu

The continuous monitoring of the physical downlink control channel (PDCCH) is a major source of energy consumption in fifth-generation (5G) Internet of thing device (IoT-D), since the UE has to blindly detect downlink control information even when no valid scheduling grant is pre…

View free PDFSource page