Federated Learning for Channel Estimation in Conventional and RIS-Assisted Massive MIMO

Federated Learning: Challenges, Methods, and Future Directions

(2020) Tian Li et al.   IEEE SIGNAL PROCESSING MAGAZINE

Machine Learning-Based Channel Prediction in Massive MIMO With Channel Aging

(2020) Jide Yuan et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Federated Learning Over Wireless Fading Channels

(2020) Mohammad Mohammadi Amiri et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Robust Federated Learning With Noisy Communication

(2020) Fan Ang et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Reconfigurable Intelligent Surface Assisted Multiuser MISO Systems Exploiting Deep Reinforcement Learning

(2020) Chongwen Huang et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

A Deep Learning Framework for Hybrid Beamforming Without Instantaneous CSI Feedback

(2020) Ahmet M. Elbir   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Deep Channel Learning for Large Intelligent Surfaces Aided mm-Wave Massive MIMO Systems

(2020) Ahmet M. Elbir et al.   IEEE Wireless Communications Letters

Federated Learning for Hybrid Beamforming in mm-Wave Massive MIMO

(2020) Ahmet M. Elbir et al.   IEEE COMMUNICATIONS LETTERS

A Joint Learning and Communications Framework for Federated Learning Over Wireless Networks

(2020) Mingzhe Chen et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Sparse Array Selection Across Arbitrary Sensor Geometries With Deep Transfer Learning

(2020) Ahmet M. Elbir et al.   IEEE Transactions on Cognitive Communications and Networking

Cognitive Radar Antenna Selection via Deep Learning

(2019) Ahmet M Elbir et al.   IET Radar Sonar and Navigation

Massive MIMO in Sub-6 GHz and mmWave: Physical, Practical, and Use-Case Differences

(2019) Emil Bjornson et al.   IEEE WIRELESS COMMUNICATIONS

CNN-Based Precoder and Combiner Design in mmWave MIMO Systems

(2019) Ahmet M. Elbir   IEEE COMMUNICATIONS LETTERS

Reconfigurable Intelligent Surfaces for Energy Efficiency in Wireless Communication

(2019) Chongwen Huang et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Deep CNN-Based Channel Estimation for mmWave Massive MIMO Systems

(2019) Peihao Dong et al.   IEEE Journal of Selected Topics in Signal Processing

Towards Smart and Reconfigurable Environment: Intelligent Reflecting Surface Aided Wireless Network

(2019) Qingqing Wu et al.   IEEE COMMUNICATIONS MAGAZINE

Hybrid Precoding for Multiuser Millimeter Wave Massive MIMO Systems: A Deep Learning Approach

(2019) Ahmet M. Elbir et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

Risk-Sensitive Task Fetching and Offloading for Vehicular Edge Computing

(2019) Sadeep Batewela et al.   IEEE COMMUNICATIONS LETTERS

Joint Antenna Selection and Hybrid Beamformer Design Using Unquantized and Quantized Deep Learning Networks

(2019) Ahmet M. Elbir et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Deep Learning for Super-Resolution Channel Estimation and DOA Estimation based Massive MIMO System

(2018) Hongji Huang et al.   IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY

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

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

Angle Domain Channel Estimation in Hybrid Millimeter Wave Massive MIMO Systems

(2018) Dian Fan et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

Hybrid Analog and Digital Beamforming for mmWave OFDM Large-Scale Antenna Arrays

(2017) Foad Sohrabi et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Compressive Channel Estimation and Tracking for Large Arrays in mm-Wave Picocells

(2016) Zhinus Marzi et al.   IEEE Journal of Selected Topics in Signal Processing

An Overview of Signal Processing Techniques for Millimeter Wave MIMO Systems

(2016) Robert W. Heath et al.   IEEE Journal of Selected Topics in Signal Processing

Frequency Selective Hybrid Precoding for Limited Feedback Millimeter Wave Systems

(2016) Ahmed Alkhateeb et al.   IEEE TRANSACTIONS ON COMMUNICATIONS

Deep learning

(2015) Yann LeCun et al.   NATURE

What Will 5G Be?

(2014) Jeffrey G. Andrews et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Spatially Sparse Precoding in Millimeter Wave MIMO Systems

(2014) Omar El Ayach et al.   IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS

A Coordinated Approach to Channel Estimation in Large-Scale Multiple-Antenna Systems

(2013) Haifan Yin et al.   IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS

Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays

(2012) F. Rusek et al.   IEEE SIGNAL PROCESSING MAGAZINE