6 papers
A Real-time Data Collection Approach for 6G AI-native Networks
He Shiwen, Dong Haolei, Wang Liangpeng +1
During the development of the Sixth Generation (6G) networks, the integration of Artificial Intelligence (AI) into network systems has become a focal point, leading to the concept…
An Agile Adaptation Method for Multi-mode Vehicle Communication Networks
Shiwen He, Kanghong Chen, Shiyue Huang +2
This paper focuses on discovering the impact of communication mode allocation on communication efficiency in the vehicle communication networks. To be specific, Markov decision pro…
An NLoS-based Enhanced Sensing Method for MmWave Communication System
Shiwen He, Kangli Cai, Shiyue Huang +3
The millimeter-wave (mmWave)-based Wi-Fi sensing technology has recently attracted extensive attention since it provides a possibility to realize higher sensing accuracy. However,…
Cross-Layer Optimization: Joint User Scheduling and Beamforming Design With QoS Support in Joint Transmission Networks
Shiwen He, Zhenyu An, Jianyue Zhu +3
User scheduling and beamforming design are two crucial yet coupled topics for wireless communication systems. They are usually optimized separately with conventional optimization m…
An Unsupervised Deep Unrolling Framework for Constrained Optimization Problems in Wireless Networks
Shiwen He, Shaowen Xiong, Zhenyu An +3
In wireless network, the optimization problems generally have complex constraints, and are usually solved via utilizing the traditional optimization methods that have high computat…
Joint User Scheduling and Beamforming Design for Multiuser MISO Downlink Systems
S. He, J. Yuan, Z. An +3
In multiuser communication systems, user scheduling and beamforming (US-BF) design are two fundamental problems that are usually studied separately in the existing literature. In t…