Copertina

Data driven approach for Outdoor Channel Prediction in 5G and Beyond

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Babu, A. Sathi, Sankar, V. Udaya, OV, Vishnu Ram
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Signal Processing Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

DRIFT: Joint Channel Estimation and Prediction Towards Pilotless 6G Non-Terrestrial Networks
di: De Filippo, Bruno, et al.
Pubblicazione: (2026)

Model-driven deep neural network for enhanced direction finding with commodity 5G gNodeB
di: Liu, Shengheng, et al.
Pubblicazione: (2024)

Deep Learning for THz Channel Estimation and Beamforming Prediction via Sub-6GHz Channel
di: Bhattacharya, Sagnik, et al.
Pubblicazione: (2024)

ChannelKAN: Multi-Scale Dual-Domain Channel Prediction via Hybrid CNN-KAN Architecture
di: Jiang, Nanqing, et al.
Pubblicazione: (2026)

Modelling the 5G Energy Consumption using Real-world Data: Energy Fingerprint is All You Need
di: Chen, Tingwei, et al.
Pubblicazione: (2024)

Achieving Robust Channel Estimation Neural Networks by Designed Training Data
di: Luan, Dianxin, et al.
Pubblicazione: (2025)

Autonomous Self-Trained Channel State Prediction Method for mmWave Vehicular Communications
di: Orimogunje, Abidemi, et al.
Pubblicazione: (2024)

Diffusion Models for Wireless Transceivers: From Pilot-Efficient Channel Estimation to AI-Native 6G Receivers
di: Yang, Yuzhi, et al.
Pubblicazione: (2025)

Demonstrating Interoperable Channel State Feedback Compression with Machine Learning
di: Korpi, Dani, et al.
Pubblicazione: (2025)

Hybrid Data-Driven SSM for Interpretable and Label-Free mmWave Channel Prediction
di: Sun, Yiyong, et al.
Pubblicazione: (2024)

Predicting Heart Activity from Speech using Data-driven and Knowledge-based features
di: Elbanna, Gasser, et al.
Pubblicazione: (2024)

Uplink Assisted Joint Channel Estimation and CSI Feedback: An Approach Based on Deep Joint Source-Channel Coding
di: Guo, Yiran, et al.
Pubblicazione: (2025)

RadioGAT: A Joint Model-based and Data-driven Framework for Multi-band Radiomap Reconstruction via Graph Attention Networks
di: Li, Xiaojie, et al.
Pubblicazione: (2024)

Adaptive Learning Strategies for AoA-Based Outdoor Localization: A Comprehensive Framework
di: Trinh-Nguyen, Bac, et al.
Pubblicazione: (2026)

Energy-Efficient Sleep Mode Optimization of 5G mmWave Networks Using Deep Contextual MAB
di: Masrur, Saad, et al.
Pubblicazione: (2024)

Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB
di: Liu, Shengheng, et al.
Pubblicazione: (2024)

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

Joint Semantic-Channel Coding and Modulation for Token Communications
di: Ying, Jingkai, et al.
Pubblicazione: (2025)

Signal Transformation for Effective Multi-Channel Signal Processing
di: Kopparapu, Sunil Kumar
Pubblicazione: (2024)

Indoor/Outdoor Spectrum Sharing Enabled by GNSS-based Classifiers
di: Nasiri, Hossein, et al.
Pubblicazione: (2025)

Optimizing Spectral Prediction in MXene-Based Metasurfaces Through Multi-Channel Spectral Refinement and Savitzky-Golay Smoothing
di: Khan, Shujaat, et al.
Pubblicazione: (2026)

AI-Enabled Covert Channel Detection in RF Receiver Architectures
di: Abdelazim, Abdelrahman Emad, et al.
Pubblicazione: (2026)

Explainable AI for Enhancing Efficiency of DL-based Channel Estimation
di: Gizzini, Abdul Karim, et al.
Pubblicazione: (2024)

The Vienna 4G/5G Drive-Test Dataset
di: Wiedner, Wilfried, et al.
Pubblicazione: (2026)

Augmenting Channel Simulator and Semi- Supervised Learning for Efficient Indoor Positioning
di: Li, Yupeng, et al.
Pubblicazione: (2024)

Residual Channel Boosts Contrastive Learning for Radio Frequency Fingerprint Identification
di: Pan, Rui, et al.
Pubblicazione: (2024)

Towards a population-informed approach to the definition of data-driven models for structural dynamics
di: Tsialiamanis, G., et al.
Pubblicazione: (2023)

SpikeWFM: Spiking-Aided Wireless Foundation Model for Robust Channel Prediction
di: Jing, Liwen, et al.
Pubblicazione: (2026)

Structure-Informed Estimation for Pilot-Limited MIMO Channels via Tensor Decomposition
di: de Lima, Alexandre Barbosa
Pubblicazione: (2026)

A MIMO Wireless Channel Foundation Model via CIR-CSI Consistency
di: Jiang, Jun, et al.
Pubblicazione: (2025)

Agentic AI for Intent-driven Optimization in Cell-free O-RAN
di: Shokouhi, Mohammad Hossein, et al.
Pubblicazione: (2026)

Digital Twin Enabled Site Specific Channel Precoding: Over the Air CIR Inference
di: Haider, Majumder, et al.
Pubblicazione: (2025)

Causal Beam Selection for Reliable Initial Access in AI-driven Beam Management
di: Khan, Nasir, et al.
Pubblicazione: (2025)

Extracting Range-Doppler Information of Moving Targets from Wi-Fi Channel State Information
di: Sanson, Jessica, et al.
Pubblicazione: (2025)

Power-Efficient Indoor Localization Using Adaptive Channel-aware Ultra-wideband DL-TDOA
di: Bhattacharya, Sagnik, et al.
Pubblicazione: (2024)

Channel Modeling Aided Dataset Generation for AI-Enabled CSI Feedback: Advances, Challenges, and Solutions
di: Li, Yupeng, et al.
Pubblicazione: (2024)

rECGnition_v2.0: Self-Attentive Canonical Fusion of ECG and Patient Data using deep learning for effective Cardiac Diagnostics
di: Srivastava, Shreya, et al.
Pubblicazione: (2025)

Progress in artificial intelligence applications based on the combination of self-driven sensors and deep learning
di: Wan, Weixiang, et al.
Pubblicazione: (2024)

Standards-Compliant DM-RS Allocation via Temporal Channel Prediction for Massive MIMO Systems
di: Ryu, Sehyun, et al.
Pubblicazione: (2025)

EEG-based Epileptic Prediction via a Two-stage Channel-aware Set Transformer Network
di: Zheng, Ruifeng, et al.
Pubblicazione: (2025)