Cargando…

5G Traffic Prediction Based on Deep Learning

The demand of wireless access users is increasing explosively. The 5G network traffic is increasing exponentially and showing a trend of diversity and heterogeneity, which makes network traffic forecasting face many challenges. By studying the actual performance of the 5G network, this paper makes a...

Descripción completa

Detalles Bibliográficos
Autor principal:	Gao, Zihang
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Hindawi 2022
Materias:	Research Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9249458/ https://www.ncbi.nlm.nih.gov/pubmed/35785055 http://dx.doi.org/10.1155/2022/3174530

Ejemplares similares

Deep Learning Based Traffic Prediction Method for Digital Twin Network
por: Lai, Junyu, et al.
Publicado: (2023)

Multiservice-Based Traffic Scheduling for 5G Access Traffic Steering, Switching and Splitting
por: Ba, Xinran, et al.
Publicado: (2022)

Traffic prediction in SDN for explainable QoS using deep learning approach
por: Wassie, Getahun, et al.
Publicado: (2023)

Deep Learning-Based Road Traffic Noise Annoyance Assessment
por: Wang, Jie, et al.
Publicado: (2023)

Prediction of Duration of Traffic Incidents by Hybrid Deep Learning Based on Multi-Source Incomplete Data
por: Shang, Qiang, et al.
Publicado: (2022)

Deep Learning-Based Caution Area Traffic Prediction with Automatic Identification System Sensor Data
por: Kim, Kwang-Il, et al.
Publicado: (2018)

Robust Real-Time Traffic Surveillance with Deep Learning
por: Fernández, Jessica, et al.
Publicado: (2021)

FASTNN: A Deep Learning Approach for Traffic Flow Prediction Considering Spatiotemporal Features
por: Zhou, Qianqian, et al.
Publicado: (2022)

Smarter Traffic Prediction Using Big Data, In-Memory Computing, Deep Learning and GPUs
por: Aqib, Muhammad, et al.
Publicado: (2019)

Road Traffic Forecast Based on Meteorological Information through Deep Learning Methods
por: Braz, Fernando José, et al.
Publicado: (2022)

Deep-Learning-Based Real-Time Road Traffic Prediction Using Long-Term Evolution Access Data
por: Ji, Byoungsuk, et al.
Publicado: (2019)

5G Massive MIMO Signal Detection Algorithm Based on Deep Learning
por: Yan, Lichao, et al.
Publicado: (2022)

Anomaly Detection in Traffic Surveillance Videos Using Deep Learning
por: Khan, Sardar Waqar, et al.
Publicado: (2022)

Real-time traffic sign recognition based on a general purpose GPU and deep-learning
por: Lim, Kwangyong, et al.
Publicado: (2017)

Method for Handling Massive IoT Traffic in 5G Networks
por: Marwat, Safdar Nawaz Khan, et al.
Publicado: (2018)

A Deep Learning Framework About Traffic Flow Forecasting for Urban Traffic Emission Monitoring System
por: Yao, Baozhen, et al.
Publicado: (2022)

Deep Learning for Encrypted Traffic Classification and Unknown Data Detection
por: Pathmaperuma, Madushi H., et al.
Publicado: (2022)

An Information-Theoretic View of Mixed-Delay Traffic in 5G and 6G
por: Nikbakht, Homa, et al.
Publicado: (2022)

A Feasibility Study of a Traffic Supervision System Based on 5G Communication
por: Tengg, Allan, et al.
Publicado: (2022)

A Novel Method for Improved Network Traffic Prediction Using Enhanced Deep Reinforcement Learning Algorithm
por: Balamurugan, Nagaiah Mohanan, et al.
Publicado: (2022)

Cross-Domain Traffic Scene Understanding by Integrating Deep Learning and Topic Model
por: Yang, Yuanfeng, et al.
Publicado: (2022)

Deep Reinforcement Learning for Traffic Signal Control Model and Adaptation Study
por: Tan, Jiyuan, et al.
Publicado: (2022)

Enhancing travel time prediction with deep learning on chronological and retrospective time order information of big traffic data
por: Chen, Claire Y. T., et al.
Publicado: (2023)

Traffic Condition Classification Model Based on Traffic-Net
por: Cao, Fengyun, et al.
Publicado: (2023)

Deep Reinforcement Learning-Based Traffic Signal Control Using High-Resolution Event-Based Data
por: Wang, Song, et al.
Publicado: (2019)

New Dark Area Sensitive Tone Mapping for Deep Learning Based Traffic Sign Recognition
por: Khan, Jameel Ahmed, et al.
Publicado: (2018)

A traffic light control method based on multi-agent deep reinforcement learning algorithm
por: Liu, Dongjiang, et al.
Publicado: (2023)

Deep learning in the COVID-19 epidemic: A deep model for urban traffic revitalization index()
por: Lv, Zhiqiang, et al.
Publicado: (2021)

Editorial: deep learning for 5G IoT systems
por: Cheng, Xiaochun, et al.
Publicado: (2021)

Deep Q-network-based traffic signal control models
por: Park, Sangmin, et al.
Publicado: (2021)

Deep Encrypted Traffic Detection: An Anomaly Detection Framework for Encryption Traffic Based on Parallel Automatic Feature Extraction
por: Long, Gang, et al.
Publicado: (2023)

Deep sampling of gRNA in the human genome and deep-learning-informed prediction of gRNA activities
por: Zhang, Heng, et al.
Publicado: (2023)

Learning Traffic as Images: A Deep Convolutional Neural Network for Large-Scale Transportation Network Speed Prediction
por: Ma, Xiaolei, et al.
Publicado: (2017)

DeepG4: A deep learning approach to predict cell-type specific active G-quadruplex regions
por: Rocher, Vincent, et al.
Publicado: (2021)

Urban Safety: An Image-Processing and Deep-Learning-Based Intelligent Traffic Management and Control System
por: Reza, Selim, et al.
Publicado: (2021)

Traffic Sign Recognition with Deep Learning: Vegetation Occlusion Detection in Brazilian Environments
por: Dalborgo, Vanessa, et al.
Publicado: (2023)

Malicious Network Traffic Detection Based on Deep Neural Networks and Association Analysis
por: Gao, Minghui, et al.
Publicado: (2020)

DOC-IDS: A Deep Learning-Based Method for Feature Extraction and Anomaly Detection in Network Traffic
por: Yoshimura, Naoto, et al.
Publicado: (2022)

Multi-Agent Decision-Making Modes in Uncertain Interactive Traffic Scenarios via Graph Convolution-Based Deep Reinforcement Learning
por: Gao, Xin, et al.
Publicado: (2022)

Self-Optimizing Traffic Steering for 5G mmWave Heterogeneous Networks
por: Zeng, Jun, et al.
Publicado: (2022)

Cannot write session to /tmp/vufind_sessions/sess_0gp4jt9tq9par559o0q6i8b6on