Deep CSI Compression for Massive MIMO: A Self-Information Model-Driven Neural Network

Data Augmentation Empowered Neural Precoding for Multiuser MIMO With MMSE Model

(2022) Shaoqing Zhang et al.   IEEE COMMUNICATIONS LETTERS

Deep Learning for Distributed Channel Feedback and Multiuser Precoding in FDD Massive MIMO

(2021) Foad Sohrabi et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

A Lightweight Deep Network for Efficient CSI Feedback in Massive MIMO Systems

(2021) Yuyao Sun et al.   IEEE Wireless Communications Letters

SALDR: Joint Self-Attention Learning and Dense Refine for Massive MIMO CSI Feedback With Multiple Compression Ratio

(2021) Xuan Song et al.   IEEE Wireless Communications Letters

CLNet: Complex Input Lightweight Neural Network Designed for Massive MIMO CSI Feedback

(2021) Sijie Ji et al.   IEEE Wireless Communications Letters

Convolutional Neural Network-Based Multiple-Rate Compressive Sensing for Massive MIMO CSI Feedback: Design, Simulation, and Analysis

(2020) Jiajia Guo et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

An Efficient Deep Learning Framework for Low Rate Massive MIMO CSI Reporting

(2020) Zhenyu Liu et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

AnciNet: An Efficient Deep Learning Approach for Feedback Compression of Estimated CSI in Massive MIMO Systems

(2020) Yuyao Sun et al.   IEEE Wireless Communications Letters

Massive Access for 5G and Beyond

(2020) Xiaoming Chen et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Distributed Deep Convolutional Compression for Massive MIMO CSI Feedback

(2020) Mahdi Boloursaz Mashhadi et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Deep Learning-Based CSI Feedback for Beamforming in Single- and Multi-Cell Massive MIMO Systems

(2020) Jiajia Guo et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Deep-Learning-Based Millimeter-Wave Massive MIMO for Hybrid Precoding

(2019) Hongji Huang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Bit-Level Optimized Neural Network for Multi-Antenna Channel Quantization

(2019) Chao Lu et al.   IEEE Wireless Communications Letters

Channel Feedback Based on AoD-Adaptive Subspace Codebook in FDD Massive MIMO Systems

(2018) Wenqian Shen et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Deep Learning for Massive MIMO CSI Feedback

(2018) Chao-Kai Wen et al.   IEEE Wireless Communications Letters

MIMO Channel Information Feedback Using Deep Recurrent Network

(2018) Chao Lu et al.   IEEE COMMUNICATIONS LETTERS

Compressed channel feedback for correlated massive MIMO systems

(2016)   JOURNAL OF COMMUNICATIONS AND NETWORKS

An LTE Base-Station Magnetoelectric Dipole Antenna with Anti-Interference Characteristics and Its MIMO System Application

(2015) Huiqing Zhai et al.   IEEE Antennas and Wireless Propagation Letters

Antenna Grouping Based Feedback Compression for FDD-Based Massive MIMO Systems

(2015) Byungju Lee et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Distributed Compressive CSIT Estimation and Feedback for FDD Multi-User Massive MIMO Systems

(2014)   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Application of Deep Belief Networks for Natural Language Understanding

(2014) Ruhi Sarikaya et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

(2012) Geoffrey Hinton et al.   IEEE SIGNAL PROCESSING MAGAZINE

The COST 2100 MIMO channel model

(2012) Lingfeng Liu et al.   IEEE WIRELESS COMMUNICATIONS

An overview of limited feedback in wireless communication systems

(2008) David Love et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

MAP-Based Channel Estimation for MIMO–OFDM Over Fast Rayleigh Fading Channels

(2008) Jin-Goog Kim et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY