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Ning Ge

2 papers indexed

arxivcs.ITeess.SY2026-07-09

Deep Reinforcement Learning-Empowered Wireless Sensor Networking for 6G Closed-Loop Controls

Chengleyang Lei, Wei Feng, Yunfei Chen, Yongxu Zhu, Ning Ge, Shi Jin

Robots are increasingly deployed in remote or hazardous areas for mission-critical control tasks. Due to their limited individual capabilities, they have to rely on other field sensors to obtain the state information of targets, and also a dedicated edge information hub (EIH) to…

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arxivcs.ITeess.SY2026-07-05

Orchestrating Communication, Computing, and Energy Transfer for Wireless-Powered 6G Closed-Loop Controls

Chengleyang Lei, Wei Feng, Yanmin Wang, Yunfei Chen, Xiaoyu Liu, Liuguo Yin, et al.

Future sixth generation (6G) communications are expected to support robotic control tasks in applications such as industrial automation and emergency response, where sensors, computing units, and robots are interconnected via nervous system-like networks to form sensing-communica…

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