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A 5G Cognitive System for Healthcare

Min Chen, Jun Yang, Yixue Hao, Shiwen Mao, Kai Hwang
2017 Big Data and Cognitive Computing  
In this paper, we propose a novel healthcare system based on a 5G Cognitive System (5G-Csys). The 5G-Csys consists of a resource cognitive engine and a data cognitive engine.  ...  Resource cognitive intelligence, based on the learning of network contexts, aims at ultra-low latency and ultra-high reliability for cognitive applications.  ...  [23] utilized a pillow robot, a 5G network as well as a cloud platform to achieve real-time emotional interaction between remote users.  ... 
doi:10.3390/bdcc1010002 fatcat:jxzuo5ohtbauxgqvs3ovzsa4ym

Editorial: Cognitive Industrial Internet of Things

Long Hu, Daxin Tian, Kai Lin
2018 Journal on spesial topics in mobile networks and applications  
ad hoc networks (MANET), cognitive radio, World Wide Wireless Web (WWWW), cloud computing, IPv6, and so on.  ...  Obviously, integrating all above existing advanced technologies and innovating new techniques for 5G bring extreme challenges on 5G networks and services in both research and development.  ...  In the next paper with the title BTelesurgery Robot Based on 5G Tactile Internet^, the authors introduced a telesurgery robot based on the 5G tactile Internet and artificial intelligence technology.  ... 
doi:10.1007/s11036-018-1115-y fatcat:nimwoztjbrdnznauphzjd7r23m

A 5G Infrastructure for "Anything-as-a-Service"

Soldani D Manzalini A
2014 Journal of Telecommunications System & Management  
This will dramatically contribute to the development of the Digital Economy centered on robots working alongside humans, thus freeing up people from many cognitive tasks and creating new jobs.  ...  This paper gives a comprehensive analysis of said challenges, including recommendations on target network architectures and related enabling technologies.  ...  Ultimately, we would like to state clearly that the views expressed herein are solely those of the authors and do not necessarily represent the ones of their affiliates.  ... 
doi:10.4172/2167-0919.1000114 fatcat:opg5go6v6fawrf6cyayfpuj2iy

Potential Applications of 5G Communication Technologies in Collaborative Intelligent Manufacturing

Weiming Shen, Yanjun Shi, Qiaomei Han, Hui Zhang
2019 IET Collaborative Intelligent Manufacturing  
A modular collaborative production approach is suggested to combine modules to achieve on-demand resource allocation and complete flexible tasks in CIM systems.  ...  This study is to investigate the integration of 5G wireless communication technologies with collaborative intelligent manufacturing (CIM) processes and systems. 5G technologies and typical scenarios including  ...  [18] presented SuperFlex, a multi-domain 5G wireless network architecture based on network slicing. Wang et al.  ... 
doi:10.1049/iet-cim.2019.0007 fatcat:qkud4abz7nep3ghqtpmzllgsne

Guest Editorial: Communication Technologies for Robotics and Autonomous Systems

Syed A. R. Zaidi, Jemin Lee, Ursula Challita, Moe Z. Win
2021 IEEE Communications Magazine  
To this end, cloud robotics is one of the mainstream use-cases for 5G and beyond networks driving research eff orts in the development of ultra-reliable low-latency communication (URLLC) interfaces.  ...  ML enables the implementation of cognition as a learning process based on experience about a certain task with an associated performance measure.  ...  His research interests include design and implementation of communication protocols for wireless networking specifically in the area of M2M.  ... 
doi:10.1109/mcom.2021.9356514 fatcat:grqirnhni5bnncgzaiehyrnbce

Artificial Intelligence and Cognitive Computing for 6G Communications & Networks

Alex Mathew
2021 International journal of computer science and mobile computing  
(forthcoming 5G and 4G networks) will most likely be unable to satisfy the rapidly rising traffic needs.  ...  Likewise, efforts from both the scholarly and academia realm have effectively been put to the examination on 6G systems.  ...  Although 5G systems are being provided, individuals from both sector and the academic realm have effectively focused on the study on 6G networks, where 6G systems are required to successfully uphold excellent  ... 
doi:10.47760/ijcsmc.2021.v10i03.003 fatcat:jtihdik5drglrcuv3qky4h36ru

Guest Editorial: 5G for Internet of Things

Zhihan Lv, Jaime Lloret, Houbing Song, Jose Neuman de Souza, Constandinos X. Mavromoustakis
2021 IEEE Network  
In "Secure-enhanced Content Caching for Cognitive Internet of Vehicles", the authors first introduce 5G-based Internet of Vehicles under cognitive engine, which is named cognitive vehicular networks.  ...  T remendous efforts have been devoted to 5G and Internet of Things (IoT) over the last decade due to their potential applications, such as smart city, home robotics, and Augmented Reality (AR). 5G represents  ...  In "Secure-enhanced Content Caching for Cognitive Internet of Vehicles", the authors first introduce 5G-based Internet of Vehicles under cognitive engine, which is named cognitive vehicular networks.  ... 
doi:10.1109/mnet.2021.9387710 fatcat:idlszia2ura3hp5jfpbuteicdq

Editorial: Cognitive Computing for Internet of Multimedia Things

Yujie Li
2021 Journal on spesial topics in mobile networks and applications  
Editorial: In recent years, the widespread deployment of wireless sensor networks, cloud computing, 5G, robotics, embedded computing and inexpensive sensors has facilitated multimedia technologies and  ...  The font content proposed by the paper based on CGAN network repair style is similar with the correct content.  ...  Editorial: In recent years, the widespread deployment of wireless sensor networks, cloud computing, 5G, robotics, embedded computing and inexpensive sensors has facilitated multimedia technologies and  ... 
doi:10.1007/s11036-020-01724-y fatcat:l3memzqnsja73bswoz4b23ypwu

5G Based Machine Remote Operation Development Utilizing Digital Twin

Pekka Isto, Tapio Heikkilä, Aarne Mämmelä, Mikko Uitto, Tuomas Seppälä, Jari M. Ahola
2020 Open Engineering  
AbstractRemote operations of mobile machinery require reliable and flexible wireless communication. 5G networks will provide ultra-reliable and low latency wireless communications upon whichremote operations  ...  Our experimental results indicate that with a suitable edge computing architecture an order of magnitude improvement in delay and jitter over exiting LTE infrastructure can be expected from future 5G networks  ...  The comparative benefit from commercial 5G networks will depend on the details of the deployed network architecture and its implementation.  ... 
doi:10.1515/eng-2020-0039 fatcat:2qyn6g6j4zeslgfkvns7hlhrem

Deep Learning at the Mobile Edge: Opportunities for 5G Networks

Miranda McClellan, Cristina Cervelló-Pastor, Sebastià Sallent
2020 Applied Sciences  
Mobile edge computing (MEC) within 5G networks brings the power of cloud computing, storage, and analysis closer to the end user.  ...  Machine Learning (ML) is leveraged within mobile edge computing to predict changes in demand based on cultural events, natural disasters, or daily commute patterns, and it prepares the network by automatically  ...  CNNs have been used in 5G networks to predict mobility based on traffic flows between base stations [32] and for object classification applicable also to 5G-enabled industry robotics [33] .  ... 
doi:10.3390/app10144735 fatcat:ytrnh35x6zbxbki3zg435xqacu

Cognitive-LPWAN: Towards Intelligent Wireless Services in Hybrid Low Power Wide Area Networks

Min Chen, Yiming Miao, Xin Jian, Xiaofei Wang, Iztok Humar
2019 IEEE Transactions on Green Communications and Networking  
This paper focuses on current wireless-communication technologies, including cellular-communication technologies (4G, 5G), low-power wide-area (LPWA) technologies with an unlicensed spectrum (LoRa, SigFox  ...  We put forward a cognitive low-power wide-area-network (Cognitive-LPWAN) architecture to safeguard stable and efficient communications in a heterogeneous IoT.  ...  His research focuses on cyber physical systems, IoT sensing, 5G networks, SDN, healthcare big data, etc.  ... 
doi:10.1109/tgcn.2018.2873783 fatcat:g73utncxcbao5efuac22crgo7e

Internet of Robotic Things Intelligent Connectivity and Platforms

Ovidiu Vermesan, Roy Bahr, Marco Ottella, Martin Serrano, Tore Karlsen, Terje Wahlstrøm, Hans Erik Sand, Meghashyam Ashwathnarayan, Micaela Troglia Gamba
2020 Frontiers in Robotics and AI  
The aim is to provide a novel perspective on the IoRT that involves communication among robotic things and humans and highlights the convergence of several technologies and interactions between different  ...  The continuous, real-time interaction with the environment makes perception, location, communication, cognition, computation, connectivity, propulsion, and integration of federated IoRT and digital platforms  ...  However, as 5G network implementation is based on software, risks related to security flaws are increasing, and they depend on the architectural layer in which they are implemented.  ... 
doi:10.3389/frobt.2020.00104 pmid:33501271 pmcid:PMC7805974 fatcat:oejpeyynjndnxcq7jsdcotv7ua

Toward the 6G Network Era: Opportunities and Challenges

Ioannis Tomkos, Dimitrios Klonidis, Evangelos Pikasis, Sergios Theodoridis
2020 IT Professional Magazine  
In this article, we discuss the transformation and convergence of the fifthgeneration (5G) mobile network and the internet of things technologies, toward the emergence of the smart sixth-generation (6G  ...  ) networks which will employ AI to optimize and automate their operation. 1520-9202 ß 2020 IEEE Published by the IEEE Computer Society  ...  The ultimate goal will be to enhance all the applications and vertical use cases of 5G networks with the capability of cognition offered by cognitive computing systems that use the vast amounts of available  ... 
doi:10.1109/mitp.2019.2963491 fatcat:nphysndjnvhkpjzfsteu74cmui

EMC: Emotion-aware mobile cloud computing in 5G

Min Chen, Yin Zhang, Yong Li, Shiwen Mao, Victor C.M. Leung
2015 IEEE Network  
Different from its previous versions, the research of 5G is focusing on new spectrum bands [2], wireless transmissions [3], cellular networking, etc., for an increase in capacity.  ...  Along with MCC technology, 5G networks are paving the way for the computing-intensive applications involving multi-dimensional massive data processing assisted by the cloud [4].  ...  , cognitive styles, background knowledge, and so on.  ... 
doi:10.1109/mnet.2015.7064900 fatcat:sxxr4kvodbf2vkitlyk57iwgne

The Key Challenges Facing the Mobile Network Architecture [chapter]

Siamäk Naghian, Heikki Kaaranen
2005 UMTS Networks  
This paper will also focus the researches being made on worldwide wireless web (WWWW), Dynamic Adhoc Wireless Network (DAWN) and real wireless world.  ...  This latest technology is named as 5G. 5G (5th generation mobile networks or 5th generation wireless systems) is a term used in some research papers and projects to denote the next major phase of mobile  ...  Cognitive radio technology is one of the key concepts of 5G.  ... 
doi:10.1002/047001105x.ch3 fatcat:uejiwg66n5hlzky23nsouitmaa
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