Titlebook: Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops; 5G-PINE 2021, AI-BIO Ilias Maglogiann

novelty

5G-VICTORI: Future Railway Communications Requirements Driving 5G Deployments in Railwaysion of many vertical industries, with modern railway transportations being one of them. In this context, Future Railway Mobile Communication System (FRMCS) service requirements and system principles are very well mapped to 5G service and network concepts associated with network performance, technolo

意见一致

5G-VICTORI: Optimizing Media Streaming in Mobile Environments Using mmWave, NBMP and 5G Edge Computiology (5G), including millimeter Wave (. high speed data links, 5G Edge Computing and relevant state-of-the-art media streaming standards, such as . and .. Although the solution described in this paper can be applied to media streaming in various mobility scenarios, the focus of this work is on rail

CHASM

neoplasm

A Prototype 5G/IoT Implementation for Transforming a Legacy Facility to a Smart Factoryite by combining modern IoT and legacy equipment and transforming the site for the 5G era. Operation and security of the site will benefit from the low latency the proposed Mobile Edge Computing architecture offers. Constant and uninterrupted monitoring makes preventive maintenance decisions even mo

saphenous-vein

Advanced First Responders’ Services by Using FASTER Project Architectural Solutionew features that 5G technology is offering. Additionally, several vertical sectors are using advanced applications in order to improve their performances. One important vertical is the Mission Critical Services (MCS) sector, which could significantly exploit 5G networks. When an emergency event occu

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花束

Power Control in 5G Heterogeneous Cells Considering User Demands Using Deep Reinforcement Learningences are expected to drastically affect the 5G targets, especially in terms of throughput experienced by the mobile users. This work proposes a novel Deep Reinforcement Learning (DRL) scheme, targeting at minimizing the difference between the allocated and requested user throughput through power re

谷物

arsenal

Top Challenges in 5G Densificationively, the MNOs are warned about site acquisition challenges and electrification/energy related needs for a huge number of sites that shall be installed discretely at street level, the demand for rigorous testing and measurements to ensure full network coverage and always-on operation so that even m