黄永明｜东南大学｜学者主页

2026

面向6G网络的AI与通信融合探析：基础、挑战与未来研究机遇

崔琪楣，尤肖虎，倪巍，南国顺，张雪菲，张建华，吕昕晨，艾明，陶小峰，冯志勇，张平，武庆庆，陶梅霞，黄永明，黄崇文，刘光毅，彭程晖，潘志文，孙韬，Dusit NIYATO，Tao CHEN，Muhammad Khurram KHAN，Abbas JAMALIPOUR，Mohsen GUIZANI，Chau YUEN

《中国科学:信息科学》

2026

600-Gbps THz Wireless Communication Enabled by Low-Noise Integrated Kerr Optical Frequency Combs

Jian-Kang Li, Yuan-Cheng Cai, Kun-Peng Jia, Wei Liang, Xiaoguang Yang, C. Qin, Ze-Xing Zhao, Chong Sheng, Yongming Huang, Shi-Ning Zhu, Xiao-Hu You, Zhen-Da Xie, Min Zhu

Optical Fiber Communications Conference and Exhibition

精选作品

期刊论文

面向6G网络的AI与通信融合探析：基础、挑战与未来研究机遇

600-Gbps THz Wireless Communication Enabled by Low-Noise Integrated Kerr Optical Frequency Combs

Surpassing kilometer-scale terahertz wireless communication beyond 300 GHz enabled by hybrid photonic–electronic synergy

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

Efficient Beam Selection for ISAC in Cell-Free Massive MIMO via Digital Twin-Assisted Deep Reinforcement Learning

Overcoming Half-Space Blockage: Airy Beamforming for Radiative Near-Field Multiuser XL-MIMO Communications

Element-Grouping Strategy for Intelligent Reflecting Surface: Performance Analysis and Algorithm Optimization

Deep Learning-Based Beam Training Methods for 6G MIMO Systems: From Far-Field to Near-Field

Phase-Noise-Robust Hierarchical Digital Aircomp for Wireless Federated Learning

Generalizable Physics-Informed BLER Digital Twinning Under Incomplete Data

Probability fusion enabled multi-target localization for cooperative sensing systems

Minimum conditional entropy as optimization criterion for OFDM-ISAC target detection

Doubly Vandermonde tensor decomposition based parameter estimation in mmWave ISAC system

Gradient-driven multi-AP cooperative framework for real-time target localization in mobile networks

On the Channel Quality of XL-MIMO Systems

Dynamic DoF Allocation for Energy-Efficient ISAC via Element-Grouping Extremely Large-Scale IRS

Future mobile information networks

PML-CellularEye: a multi-modal experimental dataset for 6G ISAC research

Grid-Assisted Kalman Filter-Based Beam Tracking for Dynamic Near-Field XL-MIMO

Soft-GenAlg: Probability-Vector Genetic Construction for Spatiotemporal 2-D Polar Codes

Linear Detection Based on Block-Wise Low-Rank Matrix Approximation for XL-MIMO Systems

Matrix-Inversion-Free Expectation Propagation for Massive Connectivity

Soft Information Aided Diagonal Kalman Filter for Joint Channel Estimation and Detection in Massive MIMO Systems

Cell-free MIMO-assisted ISAC: Joint AP switching and power allocation

TIP: Turbo Implicit Pursuit Channel Estimator for mmWave MIMO Systems

Future mobile information networks: Fundamental theories, network architectures, key technologies, and key devices

DUET-Net: A Physics-Aware Deep Learning Framework for Joint Sensing and Communication Channel Estimation in ISAC Systems

Paprica: A Pre-Synthesis Area Predictor for Baseband Circuit Auto-Generators

Artificial Intelligence Enabled Joint Channel Estimation and Signal Detection for Massive MIMO Systems

Deterministic Statistical QoS Guarantee Over FBL-AMC-HARQ-Based Cell-Free mMIMO

ATLBO-Q: Adaptive TLBO-Based Quantization for MMSE MIMO Detection

Self-Supervised Channel Estimation in Hardware-Impaired ISAC via Hybrid-Domain Model Fusion

Distributed Penalty Nesterov Gradient Algorithm For Extremely Large-Scale MIMO Systems

Efficient Distributed Randomized Iterative Detection for Decentralized XL-MIMO Systems

Jointly-Layered Iterative Detection and Decoding for Massive MIMO: An EP-SU Based Framework

FCBsP: Fixed-Constellation Belief-Selective Propagation Detection for MIMO Turbo Receivers

AttnMPNet: An Attention-Based Message Passing Network for MIMO Detection

CA-DSL: CRC-Aided Dual Stage List Decoding of Polar-TPC Coded MIMO for URLLC

Movable Antenna-Enabled Integrated Sensing and Communication for Range-Doppler Sidelobe Suppression

Toward Robust UAV Swarm Coordination in Low-Altitude Networks: Online Learning Control Under System and Channel Uncertainty

High-Fidelity Digital Twin Channel Modeling for RIS-Assisted Wireless Communication Systems

Closed-Loop Predictive Beamforming for ISAC: An EKF-Integrated Deep Learning Approach

Variational Bayesian Message Passing Receiver for Uplink ISAC Systems

Discrete Diffusion-Based Sampling for Massive MIMO Detection

Predictive Beamforming and Resource Allocation for High-Mobility Cell-Free UAV Networks

Low-Complexity Randomized Iterative Detection For XL-MIMO Communications

Knowledge Graph-Enhanced Spatiotemporal Dual-Path Anomaly Detection for 6G Communication Networks

A Virtual-Real MMSE Minimization Approach for Finite Blocklength MIMO Precoding

Generative AI-Empowered User-Specific Channel Digital Twin for Efficient Wireless Optimization

Signal Detection for Direct Handset-to-Satellite Systems: Architecture-Aware Roles and System-Level Challenges

Performance Analysis of Repeater-Assisted Massive MIMO Systems With Asynchronous Reception

LR-BsP: Lattice Reduction-Aided Belief-Selective Propagation for Correlated MIMO Detection

Energy-Efficient Massive MIMO via Adaptive Joint ADC and Baseband Quantization

Anti-Jamming Hybrid Beamforming for Millimeter-Wave Multi-Subarray Systems

TCD: Time-Conditioned Diffusion Decoding for Binary Short Block Codes

Robust Beamforming Design for Cell-Free MIMO ISAC Systems With Imperfect CSI

SOLOS: Soft-Output List Ordered Statistics Decoding for Product Codes

WeFTNet: DNN-Aided Weighted Fourier Transform Approximate MMSE Detection for Massive MIMO

Instantaneous Polar Decoding in Time Domain for Spatiotemporal 2-D MIMO Communications

Flight State Information Driven UAV Communications

MUSE: A Multi-User Multi-Stream Channel Estimator for Next-Generation CF-mMIMO Systems

HRT-Net：基于注意力赋权分层网络的无蜂窝协作感知方法

基于深度强化学习的多功能超表面辅助无蜂窝网络资源分配

Trust and Trustworthiness in Information and Communications Technologies

Large-capacity long-distance photonics-aided terahertz wireless communication system: key techniques and experimental demonstration

200-m Photonics-Aided Terahertz Wireless Transmission of 253-Gbit/s DP-OFDM Signals Utilizing Multidimensional Nonlinear Equalization

Joint Detection and Angle Estimation for Multiple Jammers in Beamspace Massive MIMO

Online Adaptive Real-Time Beamforming Design for Dynamic Environments in Cell-Free Systems

A Multi-Scale Spatial Attention Network for Near-Field MIMO Channel Estimation

Jamming Detection and Channel Estimation for Spatially Correlated Beamspace Massive MIMO

Computationally Efficient Unsupervised Deep Learning for Robust Joint AP Clustering and Beamforming Design in Cell-Free Systems

Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning

BayesBB: A 9.6-Gb/s 1.61-ms Configurable All-Message-Passing Baseband-Accelerator for B5G/6G Cell-Free Massive-MIMO Systems

Quantized Penalty Gradient Algorithm for Massive MIMO Systems With Low-Resolution ADCs

Integrated Sparse Sensing and Beamforming in Near-Field: From Static Parameter Estimation to Dynamic Motion Tracking

Collaborative Large–Small AI Models for 6G

DeepSAQ: Deep Learning-Driven Sensitivity-Aware Quantization for MMSE MIMO Detection

TS-SCLF: Threshold-Learning-Based SCLF Polar Decoder With Segmented CRC