Copertina

DRIFT: Joint Channel Estimation and Prediction Towards Pilotless 6G Non-Terrestrial Networks

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	De Filippo, Bruno, Amatetti, Carla, Vanelli-Coralli, Alessandro
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

Uplink OFDM Channel Prediction with Hybrid CNN-LSTM for 6G Non-Terrestrial Networks
di: De Filippo, Bruno, et al.
Pubblicazione: (2025)

Attention-Based SINR Estimation in User-Centric Non-Terrestrial Networks
di: De Filippo, Bruno, et al.
Pubblicazione: (2026)

Faster-Than-Nyquist Equalization with Convolutional Neural Networks
di: De Filippo, Bruno, et al.
Pubblicazione: (2025)

An SCMA Receiver for 6G NTN based on Multi-Task Learning
di: De Filippo, Bruno, et al.
Pubblicazione: (2025)

Toward Multi-Satellite Cooperative Transmission: A Joint Framework for CSI Acquisition, Feedback, and Phase Synchronization
di: Zhu, Yiming, et al.
Pubblicazione: (2026)

A 66-Gb/s/5.5-W RISC-V Many-Core Cluster for 5G+ Software-Defined Radio Uplinks
di: Bertuletti, Marco, et al.
Pubblicazione: (2025)

Fast 5G Signal Acquisition by Using Non-Uniform Sampling
di: Garrido, Alejandro Gonzalez, et al.
Pubblicazione: (2026)

AI-Open-RAN for Non-Terrestrial Networks
di: Do, Tri Nhu
Pubblicazione: (2025)

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

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

Fast End-to-End Simulation and Exploration of Many-RISCV-Core Baseband Transceivers for Software-Defined Radio-Access Networks
di: Bertuletti, Marco, et al.
Pubblicazione: (2025)

A Compute&Memory Efficient Model-Driven Neural 5G Receiver for Edge AI-assisted RAN
di: Abdollahpour, Mahdi, et al.
Pubblicazione: (2025)

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

Data driven approach for Outdoor Channel Prediction in 5G and Beyond
di: Babu, A. Sathi, et al.
Pubblicazione: (2026)

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

Towards 6G Native-AI Edge Networks: A Semantic-Aware and Agentic Intelligence Paradigm
di: Feng, Chenyuan, et al.
Pubblicazione: (2025)

Probabilistic Forecasting for Network Resource Analysis in Integrated Terrestrial and Non-Terrestrial Networks
di: Vaca-Rubio, Cristian J., et al.
Pubblicazione: (2025)

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

Physics-Informed Digital Twins for Channel Estimation and Traffic Prediction of Non-Terrestrial Networks
di: Huang, Xinyu, et al.
Pubblicazione: (2026)

Deep Learning Based Joint Channel Estimation and Positioning for Sparse XL-MIMO OFDM Systems
di: Li, Zhongnian, et al.
Pubblicazione: (2025)

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

Joint Channel Estimation and Computation Offloading in Fluid Antenna-assisted MEC Networks
di: Ju, Ying, et al.
Pubblicazione: (2025)

Explainable and Robust Millimeter Wave Beam Alignment for AI-Native 6G Networks
di: Khan, Nasir, et al.
Pubblicazione: (2025)

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

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

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

Emerging Advancements in 6G NTN Radio Access Technologies: An Overview
di: Shahid, Husnain, et al.
Pubblicazione: (2024)

MambaNet: Mamba-assisted Channel Estimation Neural Network With Attention Mechanism
di: Luan, Dianxin, et al.
Pubblicazione: (2026)

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

Carbon-Aware Orchestration of Integrated Satellite Aerial Terrestrial Networks via Digital Twin
di: Javaid, Shumaila, et al.
Pubblicazione: (2025)

Joint Hybrid Beamforming and Artificial Noise Design for Secure Multi-UAV ISAC Networks
di: Dong, Runze, et al.
Pubblicazione: (2025)

Pilotless Uplink for Massive MIMO Systems
di: Aswathylakshmi, P, et al.
Pubblicazione: (2023)

A Tutorial on Non-Terrestrial Networks: Towards Global and Ubiquitous 6G Connectivity
di: Jamshed, Muhammad Ali, et al.
Pubblicazione: (2024)

Reliable IoT Communications in 6G Non-Terrestrial Networks with Dual RIS
di: Rahim, Muddasir, et al.
Pubblicazione: (2026)

Towards Reliable Connectivity: Measurement-Driven Assessment of Starlink and OneWeb Non-Terrestrial and 5G Terrestrial Networks
di: Ramírez-Arroyo, Alejandro, et al.
Pubblicazione: (2025)

Deep-Learning-Aided Alternating Least Squares for Tensor CP Decomposition and Its Application to Massive MIMO Channel Estimation
di: Gong, Xiao, et al.
Pubblicazione: (2023)

MoE-CE: Enhancing Generalization for Deep Learning based Channel Estimation via a Mixture-of-Experts Framework
di: Li, Tianyu, et al.
Pubblicazione: (2025)

A Complex UNet Approach for Non-Invasive Fetal ECG Extraction Using Single-Channel Dry Textile Electrodes
di: Orvas, Iulia, et al.
Pubblicazione: (2025)

Non-Terrestrial Networks for 6G: Integrated, Intelligent and Ubiquitous Connectivity
di: Jamshed, Muhammad Ali, et al.
Pubblicazione: (2024)

AI/ML based Joint Source and Channel Coding for HARQ-ACK Payload
di: Doshi, Akash, et al.
Pubblicazione: (2025)