activity
20172023
most citedDeep Learning Based Channel Covariance Matrix Estimation with User Location and Scene Images

40 citations · 72 across the 7 of their papers we have counts for

collaborators

8 papers

eess.SP2023★ 7 cited

3GPP-Like GBSM THz Channel Characterization, Modeling, and Simulation Based on Experimental Observations

Zhaowei Chang, Jianhua Zhang, Pan Tang +4

Terahertz (THz) communication is envisioned as one of the possible technologies for the sixth-generation (6G) communication system due to its rich spectrum. To evaluate the perform…

cs.AI2023★ 5 cited

Lightweight Machine Learning for Digital Cross-Link Interference Cancellation with RF Chain Characteristics in Flexible Duplex MIMO Systems

Jing-Sheng Tan, Shaoshi Yang, Kuo Meng +4

The flexible duplex (FD) technique, including dynamic time-division duplex (D-TDD) and dynamic frequency-division duplex (D-FDD), is regarded as a promising solution to achieving a…

cs.IT2023★ 8 cited

High-Performance Low-Complexity Hierarchical Frequency Synchronization for Distributed Massive MIMO-OFDMA Systems

Xiao-Yang Wang, Shaoshi Yang, Tian-Hao Yuan +3

We propose a high-performance yet low-complexity hierarchical frequency synchronization scheme for orthogonal frequency-division multiple-access (OFDMA) aided distributed massive m…

eess.SP2022★ 1 cited

Capacity Analysis of Holographic MIMO Channels with Practical Constraints

Yuan Zhang, Jianhua Zhang, Yuxiang Zhang +2

Holographic Multiple-Input and Multiple-Output (MIMO) is envisioned as a promising technology to realize unprecedented spectral efficiency by integrating a large number of antennas…

eess.SP2022

Frequency-Angle Two-Dimensional Reflection Coefficient Modeling Based on Terahertz Channel Measurement

Zhaowei Chang, Jianhua Zhang, Pan Tang +4

Terahertz (THz) channel propagation characteristics are vital for the design, evaluation, and optimization for THz communication systems. Moreover, reflection plays a significant r…

eess.SP2021★ 40 cited

Deep Learning Based Channel Covariance Matrix Estimation with User Location and Scene Images

Weihua Xu, Feifei Gao, Jianhua Zhang +2

Channel covariance matrix (CCM) is one critical parameter for designing the communications systems. In this paper, a novel framework of the deep learning (DL) based CCM estimation…