Transformer-Based MCS Prediction for 5G Multicast-Broadcast Services (MBS)
Fuente:
arXiv
Saved in:
| Main Authors: | Arunruangsirilert, Kasidis, Katto, Jiro |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
UplinkNet: Practical Commercial 5G Standalone (SA) Uplink Throughput Prediction
by: Arunruangsirilert, Kasidis, et al.
Published: (2023)
by: Arunruangsirilert, Kasidis, et al.
Published: (2023)
Real-World Performance Evaluations of Low-Band 5G NR/4G LTE 4x4 MIMO on Commercial Smartphones
by: Wongprasert, Pasapong, et al.
Published: (2025)
by: Wongprasert, Pasapong, et al.
Published: (2025)
Performance Analysis of 5G FR2 (mmWave) Downlink 256QAM on Commercial 5G Networks
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
Performance Evaluation of Uplink 256QAM on Commercial 5G New Radio (NR) Networks
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
Evaluations of High Power User Equipment (HPUE) in Urban Environment
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
Performance Evaluation of Low-Latency Live Streaming of MPEG-DASH UHD video over Commercial 5G NSA/SA Network
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
Performance Comparison of 5G NR Uplink MIMO and Uplink Carrier Aggregations on Commercial Network
by: Shao, Henry, et al.
Published: (2025)
by: Shao, Henry, et al.
Published: (2025)
Field Test of 5G New Radio (NR) UL-MIMO and UL-256QAM for HD Live-Streaming
by: Arunruangsirilert, Kasidis
Published: (2025)
by: Arunruangsirilert, Kasidis
Published: (2025)
Evaluation of GPU Video Encoder for Low-Latency Real-Time 4K UHD Encoding
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
Evaluation of NVENC Split-Frame Encoding (SFE) for UHD Video Transcoding
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
Evolution of NVENC Efficiency: A Longitudinal Analysis of HQ and UHQ Tuning Efficiency, Latency and Energy Trade-offs
by: Arunruangsirilert, Kasidis, et al.
Published: (2026)
by: Arunruangsirilert, Kasidis, et al.
Published: (2026)
Evaluation of Hardware-based Video Encoders on Modern GPUs for UHD Live-Streaming
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)
Graph Neural Network-Based Multicast Routing for On-Demand Streaming Services in 6G Networks
by: Wang, Xiucheng, et al.
Published: (2025)
by: Wang, Xiucheng, et al.
Published: (2025)
Federated Learning with Multi-resolution Model Broadcast
by: Rydén, Henrik, et al.
Published: (2024)
by: Rydén, Henrik, et al.
Published: (2024)
Agile Orchestration at Will: An Entire Smart Service-Based Security Architecture Towards 6G
by: Duan, Zhuoran, et al.
Published: (2025)
by: Duan, Zhuoran, et al.
Published: (2025)
Root Cause Analysis of Anomalies in 5G RAN Using Graph Neural Network and Transformer
by: Hasan, Antor, et al.
Published: (2024)
by: Hasan, Antor, et al.
Published: (2024)
ML KPI Prediction in 5G and B5G Networks
by: Tran, Nguyen Phuc, et al.
Published: (2024)
by: Tran, Nguyen Phuc, et al.
Published: (2024)
Attacks Against Mobility Prediction in 5G Networks
by: Atiiq, Syafiq Al, et al.
Published: (2024)
by: Atiiq, Syafiq Al, et al.
Published: (2024)
ML-Enabled Eavesdropper Detection in Beyond 5G IIoT Networks
by: Bartsioka, Maria-Lamprini A., et al.
Published: (2025)
by: Bartsioka, Maria-Lamprini A., et al.
Published: (2025)
A Distributed Intelligence Architecture for B5G Network Automation
by: Majumdar, Sayantini, et al.
Published: (2021)
by: Majumdar, Sayantini, et al.
Published: (2021)
ML-Based Real-Time Downlink Performance Prediction in Standalone 5G NR Using Smartphones
by: Rahman, Md Mahfuzur, et al.
Published: (2026)
by: Rahman, Md Mahfuzur, et al.
Published: (2026)
An NWDAF Approach to 5G Core Network Signaling Traffic: Analysis and Characterization
by: Manias, Dimitrios Michael, et al.
Published: (2022)
by: Manias, Dimitrios Michael, et al.
Published: (2022)
A Model Drift Detection and Adaptation Framework for 5G Core Networks
by: Manias, Dimitrios Michael, et al.
Published: (2022)
by: Manias, Dimitrios Michael, et al.
Published: (2022)
Multi-Agent Deep Reinforcement Learning for Resilience Optimization in 5G RAN
by: Kaada, Soumeya, et al.
Published: (2024)
by: Kaada, Soumeya, et al.
Published: (2024)
AI5GTest: AI-Driven Specification-Aware Automated Testing and Validation of 5G O-RAN Components
by: Ganiyu, Abiodun, et al.
Published: (2025)
by: Ganiyu, Abiodun, et al.
Published: (2025)
LiQSS: Post-Transformer Linear Quantum-Inspired State-Space Tensor Networks for Real-Time 6G
by: Rezazadeh, Farhad, et al.
Published: (2026)
by: Rezazadeh, Farhad, et al.
Published: (2026)
Intelligent Dynamic Handover via AI-assisted Signal Quality Prediction in 6G Multi-RAT Networks
by: Bartsioka, Maria Lamprini A., et al.
Published: (2025)
by: Bartsioka, Maria Lamprini A., et al.
Published: (2025)
Prioritizing Latency with Profit: A DRL-Based Admission Control for 5G Network Slices
by: Chakraborty, Proggya, et al.
Published: (2025)
by: Chakraborty, Proggya, et al.
Published: (2025)
NeuralEmu: in situ Measurement-Driven, ML-based, High-Fidelity 5G Network Emulation
by: Wan, Haoran, et al.
Published: (2026)
by: Wan, Haoran, et al.
Published: (2026)
CNN+Transformer Based Anomaly Traffic Detection in UAV Networks for Emergency Rescue
by: Han, Yulu, et al.
Published: (2025)
by: Han, Yulu, et al.
Published: (2025)
Adaptive Alarm Threshold Prediction in 4G Mobile Networks: A Percentile-Guided Deep Learning Framework with Interpretable Outputs
by: Roy, Ayon, et al.
Published: (2026)
by: Roy, Ayon, et al.
Published: (2026)
Sustainable Real-Time 8K60 HEVC Encoding for V2X: Repurposing Legacy NVENC Hardware at the Vehicular Edge
by: Arunruangsirilert, Kasidis, et al.
Published: (2026)
by: Arunruangsirilert, Kasidis, et al.
Published: (2026)
Enhanced SPS Velocity-adaptive Scheme: Access Fairness in 5G NR V2I Networks
by: Xu, Xiao, et al.
Published: (2025)
by: Xu, Xiao, et al.
Published: (2025)
Why Channel-Centric Models are not Enough to Predict End-to-End Performance in Private 5G: A Measurement Campaign and Case Study
by: Jörgensen, Nils
Published: (2026)
by: Jörgensen, Nils
Published: (2026)
A Flexible Architecture for Broadcast Broadband Convergence in Beyond 5G
by: Yadav, Rashmi, et al.
Published: (2023)
by: Yadav, Rashmi, et al.
Published: (2023)
BiLCNet : BiLSTM-Conformer Network for Encrypted Traffic Classification with 5G SA Physical Channel Records
by: Ma, Ke, et al.
Published: (2025)
by: Ma, Ke, et al.
Published: (2025)
Intelligent Mobile AI-Generated Content Services via Interactive Prompt Engineering and Dynamic Service Provisioning
by: Liu, Yinqiu, et al.
Published: (2025)
by: Liu, Yinqiu, et al.
Published: (2025)
Multivariate Wireless Link Quality Prediction Based on Pre-trained Large Language Models
by: Yan, Zhuangzhuang, et al.
Published: (2025)
by: Yan, Zhuangzhuang, et al.
Published: (2025)
Joint Constellation Shaping Using Gradient Descent Approach for MU-MIMO Broadcast Channel
by: Vaillant, Maxime, et al.
Published: (2024)
by: Vaillant, Maxime, et al.
Published: (2024)
SwiftChannel: Algorithm-Hardware Co-Design for Deep Learning-Based 5G Channel Estimation
by: Lyu, Shengzhe, et al.
Published: (2026)
by: Lyu, Shengzhe, et al.
Published: (2026)
Similar Items
-
UplinkNet: Practical Commercial 5G Standalone (SA) Uplink Throughput Prediction
by: Arunruangsirilert, Kasidis, et al.
Published: (2023) -
Real-World Performance Evaluations of Low-Band 5G NR/4G LTE 4x4 MIMO on Commercial Smartphones
by: Wongprasert, Pasapong, et al.
Published: (2025) -
Performance Analysis of 5G FR2 (mmWave) Downlink 256QAM on Commercial 5G Networks
by: Arunruangsirilert, Kasidis, et al.
Published: (2025) -
Performance Evaluation of Uplink 256QAM on Commercial 5G New Radio (NR) Networks
by: Arunruangsirilert, Kasidis, et al.
Published: (2025) -
Evaluations of High Power User Equipment (HPUE) in Urban Environment
by: Arunruangsirilert, Kasidis, et al.
Published: (2025)