Cover Image

Model-based learning for joint channel estimationand hybrid MIMO precoding

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Klaimi, Nay, Bedoui, Amira, Elvira, Clément, Mary, Philippe, Magoarou, Luc Le
Format:	Preprint
Published:	2025
Subjects:	Signal Processing Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Physically constrained unfolded multi-dimensional OMP for large MIMO systems
by: Klaimi, Nay, et al.
Published: (2026)

Multi-dimensional hierarchical dictionary search for large MIMO-OFDM systems
by: Klaimi, Nay, et al.
Published: (2026)

Model-based learning for multi-antenna multi-frequency location-to-channel mapping
by: Chatelier, Baptiste, et al.
Published: (2024)

Deep reinforcement learning approach to MIMO precoding problem: Optimality and Robustness
by: Lee, Heunchul, et al.
Published: (2020)

Efficient Frequency Selective Surface Analysis via End-to-End Model-Based Learning
by: Hammami, Cheima, et al.
Published: (2024)

Near Field Localization via AI-Aided Subspace Methods
by: Gast, Arad, et al.
Published: (2025)

CSI Compression using Channel Charting
by: Chatelier, Baptiste, et al.
Published: (2024)

Average and Worst-case Analysis of MIMO Beamforming Loss due to Hardware Impairments
by: Chen, Xuan, et al.
Published: (2025)

Model-based Implicit Neural Representation for sub-wavelength Radio Localization
by: Chatelier, Baptiste, et al.
Published: (2025)

RSS map-assisted MIMO channel estimation in the upper mid-band under pilot constraints
by: Javid, Alireza, et al.
Published: (2026)

Uncertainty-aware transfer across tasks using hybrid model-based successor feature reinforcement learning
by: Malekzadeh, Parvin, et al.
Published: (2023)

Partial reciprocity-based precoding matrix prediction in FDD massive MIMO with mobility
by: Qin, Ziao, et al.
Published: (2024)

Physically Parameterized Differentiable MUSIC for DoA Estimation with Uncalibrated Arrays
by: Chatelier, Baptiste, et al.
Published: (2024)

A Transformer Inspired AI-based MIMO receiver
by: Rácz, András, et al.
Published: (2025)

Statistical Multiport-Network Modeling and Efficient Discrete Optimization of RIS
by: Hammami, Cheima, et al.
Published: (2025)

Low-complexity eigenvector prediction-based precoding matrix prediction in massive MIMO with mobility
by: Qin, Ziao, et al.
Published: (2023)

Towards joint graph learning and sampling set selection from data
by: Sridhara, Shashank N., et al.
Published: (2024)

Diffusion-based Generative Prior for Low-Complexity MIMO Channel Estimation
by: Fesl, Benedikt, et al.
Published: (2024)

EEG-DIF: Early Warning of Epileptic Seizures through Generative Diffusion Model-based Multi-channel EEG Signals Forecasting
by: Jiang, Zekun, et al.
Published: (2024)

A Low-Complexity Plug-and-Play Deep Learning Model for Generalizable Massive MIMO Precoding
by: Karkan, Ali Hasanzadeh, et al.
Published: (2026)

X-REFINE: XAI-based RElevance input-Filtering and archItecture fiNe-tuning for channel Estimation
by: Gizzini, Abdul Karim, et al.
Published: (2026)

A Low-Complexity Plug-and-Play Deep Learning Model for Massive MIMO Precoding Across Sites
by: Karkan, Ali Hasanzadeh, et al.
Published: (2025)

Truncated Polynomial Expansion-Based Detection in Massive MIMO: A Model-Driven Deep Learning Approach
by: Izadinasab, Kazem, et al.
Published: (2024)

Federated learning over physical channels: adaptive algorithms with near-optimal guarantees
by: Zhang, Rui, et al.
Published: (2025)

Over-the-Air Inference over Multi-hop MIMO Networks
by: Bian, Chenghong, et al.
Published: (2025)

EqDeepRx: Learning a Scalable MIMO Receiver
by: Honkala, Mikko, et al.
Published: (2026)

Downlink MIMO Channel Estimation from Bits: Recoverability and Algorithm
by: Shrestha, Rajesh, et al.
Published: (2024)

A General Framework for Scalable UE-AP Association in User-Centric Cell-Free Massive MIMO based on Recurrent Neural Networks
by: Di Gennaro, Giovanni, et al.
Published: (2025)

A Novel Transformer-Based Self-Supervised Learning Method to Enhance Photoplethysmogram Signal Artifact Detection
by: Le, Thanh-Dung, et al.
Published: (2024)

Optimal blind focusing on perturbation-inducing targets in sub-unitary complex media
by: Sol, Jérôme, et al.
Published: (2024)

Optimizing Multicarrier Multiantenna Systems for LoS Channel Charting
by: Yassine, Taha, et al.
Published: (2023)

Compression of Site-Specific Deep Neural Networks for Massive MIMO Precoding
by: Kasalaee, Ghazal, et al.
Published: (2025)

Deep learning based ECG segmentation for delineation of diverse arrhythmias
by: Joung, Chankyu, et al.
Published: (2023)

Analysis of Learning-based Offshore Wind Power Prediction Models with Various Feature Combinations
by: Fang, Linhan, et al.
Published: (2025)

Cascade of one-class classifier ensemble and dynamic naive Bayes classifier applied to the myoelectric-based upper limb prosthesis control with contaminated channels detection
by: Trajdos, Pawel, et al.
Published: (2025)

VecComp: Vector Computing via MIMO Digital Over-the-Air Computation
by: Razavikia, Saeed, et al.
Published: (2025)

ISDNN: A Deep Neural Network for Channel Estimation in Massive MIMO systems
by: Son, Do Hai, et al.
Published: (2024)

Deep Learning-Based Channel Extrapolation for Dual-Band Massive MIMO Systems
by: Xiao, Qikai, et al.
Published: (2026)

Deep Learning-based Implicit CSI Feedback in Massive MIMO
by: Chen, Muhan, et al.
Published: (2021)

Lightweight Learning for Grant-Free Activity Detection in Cell-Free Massive MIMO Networks
by: Elkeshawy, Ali, et al.
Published: (2025)