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Distributed Deep Convolutional Compression for Massive MIMO CSI Feedback

IEEE Transactions on Wireless Communications (TWC), 2020

7 March 2020

Mahdi Boloursaz Mashhadi

Qianqian Yang

Deniz Gunduz

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Papers citing "Distributed Deep Convolutional Compression for Massive MIMO CSI Feedback"

20 / 20 papers shown

Distributed Gossip-GAN for Low-overhead CSI Feedback Training in FDD mMIMO-OFDM SystemsIEEE Internet of Things Journal (IEEE IoT J.), 2025

197

31 Aug 2025

Residual Cross-Attention Transformer-Based Multi-User CSI Feedback with Deep Joint Source-Channel CodingIEEE Wireless Communications Letters (WCL), 2025

192

26 May 2025

Study on Downlink CSI compression: Are Neural Networks the Only Solution?National Conference on Communications (NCC), 2025

K. Sai Praneeth

Jeeva Keshav Sattianarayanin

Achyuth Sagireddi

Sai Prasad

R. Ganti

220

10 Feb 2025

Joint Source-Channel Coding: Fundamentals and Recent Progress in Practical DesignsProceedings of the IEEE (Proc. IEEE), 2024

363

26 Sep 2024

Learning Task-Based Trainable Neuromorphic ADCs via Power-Aware DistillationIEEE Transactions on Signal Processing (IEEE TSP), 2024

Tal Vol

Loai Danial

Nir Shlezinger

197

04 Sep 2024

An Adaptive CSI Feedback Model Based on BiLSTM for Massive MIMO-OFDM Systems

222

26 Jul 2024

Channel-Feedback-Free Transmission for Downlink FD-RAN: A Radio Map based Complex-valued Precoding Network ApproachChina Communications (China Commun.), 2023

230

30 Nov 2023

SplitBeam: Effective and Efficient Beamforming in Wi-Fi Networks Through Split ComputingIEEE International Conference on Distributed Computing Systems (ICDCS), 2023

152

12 Oct 2023

Joint Channel Estimation and Feedback with Masked Token Transformers in Massive MIMO Systems

174

08 Jun 2023

Federated Neural Compression Under Heterogeneous DataInternational Symposium on Information Theory (ISIT), 2023

Eric Lei

Hamed Hassani

Shirin Saeedi Bidokhti

FedML

182

25 May 2023

Precoding-oriented Massive MIMO CSI Feedback Design

291

22 Feb 2023

Overview of Deep Learning-based CSI Feedback in Massive MIMO SystemsIEEE Transactions on Communications (IEEE Trans. Commun.), 2022

363

240

29 Jun 2022

Decentralized Low-Latency Collaborative Inference via Ensembles on the EdgeIEEE Transactions on Wireless Communications (TWC), 2022

274

07 Jun 2022

EfficientFi: Towards Large-Scale Lightweight WiFi Sensing via CSI CompressionIEEE Internet of Things Journal (IEEE IoT J.), 2022

Lihua Xie

246

142

08 Apr 2022

Deep Learning for 1-Bit Compressed Sensing-based Superimposed CSI FeedbackPLoS ONE (PLoS ONE), 2022

122

13 Mar 2022

Binarized Aggregated Network with Quantization: Flexible Deep Learning Deployment for CSI Feedback in Massive MIMO SystemIEEE Transactions on Wireless Communications (IEEE TWC), 2021

205

01 May 2021

CAnet: Uplink-aided Downlink Channel Acquisition in FDD Massive MIMO using Deep LearningIEEE Transactions on Communications (IEEE Trans. Commun.), 2021

Jiajia Guo

Chao-Kai Wen

Shi Jin

147

12 Jan 2021

Model-Based Deep LearningProceedings of the IEEE (Proc. IEEE), 2020

603

472

15 Dec 2020

Pruning the Pilots: Deep Learning-Based Pilot Design and Channel Estimation for MIMO-OFDM Systems

Mahdi Boloursaz Mashhadi

Deniz Gunduz

313

175

21 Jun 2020

Deep Learning for Massive MIMO Channel State Acquisition and FeedbackJournal of the Indian Institute of Science (J Indian Inst Sci), 2020

Mahdi Boloursaz Mashhadi

Deniz Gündüz

291

17 Feb 2020