activity
20222026
most citedOverview of AI and Communication for 6G Network: Fundamentals, Challenges, and Future Research Opportunities

198 citations · 349 across the 17 of their papers we have counts for

collaborators

17 papers

cs.NI2026

Intelligent Base Station Deployment in Urban Wireless Networks: A Geographic Data-Informed Digital Twin Approach

Zhenyu Tao, Yuxuan Li, Wei Xu +2

The placement of base station (BS) is a fundamental determinant of coverage and capacity of urban wireless networks. Yet large-scale BS deployment optimization remains challenging…

eess.SP2026

Channel Knowledge Map Reconstruction From Sparse Measurements via Pilot-Anchored Layout-Conditioned Fourier Refinement

Zhonghao Jiu, Fan Meng, Yongming Huang +3

Channel knowledge maps (CKMs) enable environment-aware wireless systems by providing location-specific channel knowledge, but long-term environmental variations, such as constructi…

eess.SP2026

RieIF: Knowledge-Driven Riemannian Information Flow for Robust Spatio-Temporal Graph Signal Prediction in 6G Wireless Networks

Zhonghao Jiu, Yongming Huang, Fan Meng +3

With 6G evolving towards intelligent network autonomy, artificial intelligence (AI)-native operations are becoming pivotal. Wireless networks continuously generate rich and heterog…

eess.SP2026

Experimental Performance of Bidirectional Phase Coherent Transmission and Sensing for mmWave Cell-free Massive MIMO Systems with Reciprocity Calibration

Qingji Jiang, Jing jin, Qixing Wang +9

Phase synchronization among distributed transmission reception points (TRPs) is a prerequisite for enabling coherent joint transmission and high-precision sensing in millimeter wav…

cs.NI2024★ 198 cited

Overview of AI and Communication for 6G Network: Fundamentals, Challenges, and Future Research Opportunities

Qimei Cui, Xiaohu You, Ni Wei +22

With the growing demand for seamless connectivity and intelligent communication, the integration of artificial intelligence (AI) and sixth-generation (6G) communication networks ha…

cs.IT2024

Unlocking Potentials of Near-Field Propagation: ELAA-Empowered Integrated Sensing and Communication

Zhenyao He, Wei Xu, Zhaohui Yang +5

The exploration of extremely large antenna arrays (ELAAs) using high-frequency spectrum has led to a paradigm shift in electromagnetic radiation field, transitioning from the commo…

cs.NI2024

Learning Wireless Data Knowledge Graph for Green Intelligent Communications: Methodology and Experiments

Yongming Huang, Xiaohu You, Hang Zhan +3

Intelligent communications have played a pivotal role in shaping the evolution of 6G networks. Native artificial intelligence (AI) within green communication systems must meet stri…

cs.NI2023★ 102 cited

Wireless Network Digital Twin for 6G: Generative AI as A Key Enabler

Zhenyu Tao, Wei Xu, Yongming Huang +2

Digital twin, which enables emulation, evaluation, and optimization of physical entities through synchronized digital replicas, has gained increasing attention as a promising techn…

cs.IT2023

Incremental Collaborative Beam Alignment for Millimeter Wave Cell-Free MIMO Systems

Cheng Zhang, Leming Chen, Lujia Zhang +2

Millimeter wave (mmWave) cell-free MIMO achieves an extremely high rate while its beam alignment (BA) suffers from excessive overhead due to a large number of transceivers. Recentl…

cs.IT2023★ 5 cited

From ORAN to Cell-Free RAN: Architecture, Performance Analysis, Testbeds and Trials

Yang Cao, Ziyang Zhang, Xinjiang Xia +10

Open radio access network (ORAN) provides an open architecture to implement radio access network (RAN) of the fifth generation (5G) and beyond mobile communications. As a key techn…

eess.SY2023★ 13 cited

Deep Learning-Based Modeling of 5G Core Control Plane for 5G Network Digital Twin

Zhenyu Tao, Yongliang Guo, Guanghui He +2

Digital twin serves as a crucial facilitator in the advancement and implementation of emerging technologies within 5G and beyond networks. However, the intricate structure and dive…

cs.IT2022★ 4 cited

Experimental Performance Evaluation of Cell-free Massive MIMO Systems Using COTS RRU with OTA Reciprocity Calibration and Phase Synchronization

Yang Cao, Pan Wang, Kang Zheng +9

Downlink coherent multiuser transmission is an essential technique for cell-free massive multiple-input multiple output (MIMO) systems, and the availability of channel state inform…

cs.AR2022★ 20 cited

Automatic Hybrid-Precision Quantization for MIMO Detectors

Yingmeng Ge, Zhenhao Ji, Yongming Huang +3

In the design of wireless systems, quantization plays a critical role in hardware, which directly affects both area efficiency and energy efficiency. Being an enabling technique, t…

cs.NI2022★ 3 cited

Toward 6G TK Extreme Connectivity: Architecture, Key Technologies and Experiments

Xiaohu You, Yongming Huang, Shengheng Liu +20

Sixth-generation (6G) networks are evolving towards new features and order-of-magnitude enhancement of systematic performance metrics compared to the current 5G. In particular, the…

cs.IT2022

Belief-selective Propagation Detection for MIMO Systems

Wenyue Zhou, Yifei Shen, Liping Li +3

Compared to the linear MIMO detectors, the Belief Propagation (BP) detector has shown greater capabilities in achieving near optimal performance and better nature to iteratively co…

eess.SP2022★ 1 cited

Real-time Dual-channel 2 * 2 MIMO Fiber-THz-Fiber Seamless Integration System at 385 GHz and 435 GHz

Jiao Zhang, Min Zhu, Bingchang Hua +8

We demonstrate the first practical real-time dual-channel fiber-THz-fiber 2 * 2 MIMO seamless integration system with a record net data rate of 2 * 103.125 Gb/s at 385 GHz and 435…

cs.IT2022★ 3 cited

Closed-form Approximation for Performance Bound of Finite Blocklength Massive MIMO Transmission

Xiaohu You, Bin Sheng, Yongming Huang +5

Ultra-reliable low latency communications (uRLLC) is adopted in the fifth generation (5G) mobile networks to better support mission-critical applications that demand high level of…