Robust MIMO Detection With Imperfect CSI: A Neural Network Solution

Edge Learning for B5G Networks with Distributed Signal Processing: Semantic Communication, Edge Computing, and Wireless Sensing

(2023) Wei Xu et al.   IEEE Journal of Selected Topics in Signal Processing

Efficient QAM Signal Detector for Massive MIMO Systems via PS/DPS-ADMM Approaches

(2022) Quan Zhang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Learning Linear MMSE Precoder for Uplink Massive MIMO Systems With One-Bit ADCs

(2022) Qi Lin et al.   IEEE Wireless Communications Letters

Intelligent MIMO Detection Using Meta Learning

(2022) Haomiao Huo et al.   IEEE Wireless Communications Letters

Algorithm Unrolling: Interpretable, Efficient Deep Learning for Signal and Image Processing

(2021) Vishal Monga et al.   IEEE SIGNAL PROCESSING MAGAZINE

ADMM-Based Infinity-Norm Detection for Massive MIMO: Algorithm and VLSI Architecture

(2021) Shahriar Shahabuddin et al.   IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS

ICINet: ICI-Aware Neural Network Based Channel Estimation for Rapidly Time-Varying OFDM Systems

(2021) Yi Sun et al.   IEEE COMMUNICATIONS LETTERS

Sparse, Group-Sparse, and Online Bayesian Learning Aided Channel Estimation for Doubly-Selective mmWave Hybrid MIMO OFDM Systems

(2021) Suraj Srivastava et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Hybrid beamforming design for mmWave OFDM distributed antenna systems

(2020) Yu Zhang et al.   Science China-Information Sciences

Learnable MIMO Detection Networks Based on Inexact ADMM

(2020) Minsik Kim et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Deep Learning-Based Channel Estimation

(2019) Mehran Soltani et al.   IEEE COMMUNICATIONS LETTERS

Learning to Detect

(2019) Neev Samuel et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Deep Learning in Physical Layer Communications

(2019) Zhijin Qin et al.   IEEE WIRELESS COMMUNICATIONS

Robust Transmission for Massive MIMO Downlink With Imperfect CSI

(2019) An-An Lu et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Linear Minimum Error Probability Detection for Massive MU-MIMO With Imperfect CSI in URLLC

(2019) Jie Zeng et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Model-Driven Deep Learning for Physical Layer Communications

(2019) Hengtao He et al.   IEEE WIRELESS COMMUNICATIONS

Power of Deep Learning for Channel Estimation and Signal Detection in OFDM Systems

(2018) Hao Ye et al.   IEEE Wireless Communications Letters

Fifty Years of MIMO Detection: The Road to Large-Scale MIMOs

(2015) Shaoshi Yang et al.   IEEE Communications Surveys and Tutorials

Optimal Parameter Selection for the Alternating Direction Method of Multipliers (ADMM): Quadratic Problems

(2015) Euhanna Ghadimi et al.   IEEE TRANSACTIONS ON AUTOMATIC CONTROL

Large-Scale MIMO Detection for 3GPP LTE: Algorithms and FPGA Implementations

(2014) Michael Wu et al.   IEEE Journal of Selected Topics in Signal Processing

Low-Complexity Iterative Detection for Large-Scale Multiuser MIMO-OFDM Systems Using Approximate Message Passing

(2014) Sheng Wu et al.   IEEE Journal of Selected Topics in Signal Processing

Data-Aided Channel Estimation in Large Antenna Systems

(2014)   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Reduced-Complexity Robust MIMO Decoders

(2013) Boon Sim Thian et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Optimum Receiver Design and Performance Analysis of Arbitrarily Correlated Rician Fading MIMO Channels With Imperfect Channel State Information

(2010) Giorgio Taricco   IEEE TRANSACTIONS ON INFORMATION THEORY

Robust Transceiver Optimization in Downlink Multiuser MIMO Systems

(2009) N. Vucic et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Optimal and mismatched detection of QAM signals in fast fading channels with imperfect channel estimation

(2009) Y. V. Zakharov et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Statistically Robust Design of Linear MIMO Transceivers

(2008) Xi Zhang et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

MIMO Minimum Total MSE Transceiver Design With Imperfect CSI at Both Ends

(2008) Minhua Ding et al.   IEEE TRANSACTIONS ON SIGNAL PROCESSING

Data Detection with Imperfect CSI using Averaged Likelihood Function

(2008) Jinho Choi   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS