no code implementations • 22 Oct 2021 • Hao Chen, Shaocheng Huang, Deyou Zhang, Ming Xiao, Mikael Skoglund, H. Vincent Poor
Hence, we investigate the problem of jointly optimized communication efficiency and resources for FL over wireless Internet of things (IoT) networks.
no code implementations • 27 Jul 2020 • Yue Xiao, Yu Ye, Shaocheng Huang, Li Hao, Zheng Ma, Ming Xiao, Shahid Mumtaz
To handle the data explosion in the era of internet of things (IoT), it is of interest to investigate the decentralized network, with the aim at relaxing the burden to central server along with keeping data privacy.
Signal Processing
no code implementations • 22 Jun 2020 • Shaocheng Huang, Yu Ye, Ming Xiao, H. Vincent Poor, Mikael Skoglund
Cell-free networks are considered as a promising distributed network architecture to satisfy the increasing number of users and high rate expectations in beyond-5G systems.
no code implementations • 27 Apr 2020 • Shaocheng Huang, Yu Ye, Ming Xiao
Hybrid beamforming (HBF) design is a crucial stage in millimeter wave (mmWave) multi-user multi-input multi-output (MU-MIMO) systems.
no code implementations • 16 Apr 2020 • Shaocheng Huang, Yu Ye, Ming Xiao
We propose two learning schemes to design HBF for FD mmWave systems, i. e., extreme learning machine based HBF (ELM-HBF) and convolutional neural networks based HBF (CNN-HBF).