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Internet of Things (IoT) For Next-Generation Smart Systems: A Review of Current Challenges, Future Trends and Prospects for Emerging 5G-IoT Scenarios

Kinza Shafique, Bilal A. Khawaja, Farah Sabir, Sameer Qazi, Muhammad Mustaqim
2020 IEEE Access  
the integration of 5G with IoT and artificial intelligence (AI).  ...  This paper presents an exhaustive review for these key enabling technologies and also discusses the new emerging use cases of 5G-IoT driven by the advances in artificial intelligence, machine and deep  ...  The authors would like to acknowledge the funding provided by the Deanship of Scientific Research, Islamic University of Madinah, Saudi Arabia, under Grant 29/40.  ... 
doi:10.1109/access.2020.2970118 fatcat:nfnkgalj4rcudnspjp5zgencgm

Dense Moving Fog for Intelligent IoT: Key Challenges and Opportunities [article]

Sergey Andreev, Vitaly Petrov, Kaibin Huang, Maria A. Lema, Mischa Dohler
2018 arXiv   pre-print
Conventional cloud and edge computing paradigms may thus become insufficient in supporting the increasingly stringent operating requirements of intelligent Internet-of-Things (IoT) devices that can move  ...  As the ratification of 5G New Radio technology is being completed, enabling network architectures are expected to undertake a matching effort.  ...  Learning and Artificial Intelligence in IoT The increased levels of dynamics and complexity in emerging network and access architectures call for fundamentally different decision-making capabilities to  ... 
arXiv:1812.08387v1 fatcat:2ldqwzmbhreixbkqgq2jgnd52q

From 5G to 6G Technology: Meets Energy, Internet-of-Things and Machine Learning: A Survey

Mohammed Najah Mahdi, Abdul Rahim Ahmad, Qais Saif Qassim, Hayder Natiq, Mohammed Ahmed Subhi, Moamin Mahmoud
2021 Applied Sciences  
This work presents a thorough review of 370 papers on the application of energy, IoT and machine learning in 5G and 6G from three major libraries: Web of Science, ACM Digital Library, and IEEE Explore.  ...  In this work, we have considered the applications of three of the highly demanding domains, namely: energy, Internet-of-Things (IoT) and machine learning.  ...  At each tier of the 5G-IoT architecture, classify potential security attacks in the context of smart city applications, a security taxonomy for 5G-IoT architecture.  ... 
doi:10.3390/app11178117 fatcat:4vtzn5cae5eqtnzobtvzysi6mm

An Innovative Infrastructure Based on Shape-Adaptive RIS for Smart Industrial IoTs

Jiazheng Wang, Xiuhua Fu, Rongqun Peng, Michel Kadoch
2022 Electronics  
In this paper, RIS is applied to industrial IoTs scenarios, and an innovative infrastructure based on shape-adaptive RIS suitable for smart industrial IoTs is proposed.  ...  Reconfigurable intelligent surfaces (RIS) for the wireless transmission environment reconstruction is currently a research hotspot in the field of wireless communication.  ...  Acknowledgments: We thank the State Key Laboratory of Networking and Switching Technology for the financial support. Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/electronics11030391 fatcat:deevslhxbzem5nis6277ktlxle

Smart Manufacturing and Tactile Internet Based on 5G in Industry 4.0: Challenges, Applications and New Trends

Dimitris Mourtzis, John Angelopoulos, Nikos Panopoulos
2021 Electronics  
This emerging TI technology is regarded as the next evolutionary step for the Internet of Things (IoT) and is expected to bring about massive changes towards Society 5.0 and to address complex issues in  ...  5G and TI into existing industrial case studies, with a focus on the design aspects and layers of TI, such as the master, network, and slave layers.  ...  Author Contributions: All authors have participated in the modelling of the research project.  ... 
doi:10.3390/electronics10243175 fatcat:ixauain2ana7xp5ohys32juwfa

UAV-Enabled Mobile Edge-Computing for IoT Based on AI: A Comprehensive Review

Yassine Yazid, Imad Ez-Zazi, Antonio Guerrero-González, Ahmed El Oualkadi, Mounir Arioua
2021 Drones  
It details the utility of UAV-enabled MEC architecture regarding emerging IoT applications and the role of both deep learning (DL) and machine learning (ML) in meeting various limitations related to latency  ...  However, processing and memorizing this massive volume of data at local nodes have been deemed critical challenges, especially when using artificial intelligence (AI) systems to extract and exploit valuable  ...  For example, the authors of [64] have proposed an architecture for 5G hierarchical IoT networks where the UAVs play a fundamental role as a data fusion center, formation controller, and network gateway  ... 
doi:10.3390/drones5040148 fatcat:ypovd7expfbypfv7juuq5nropq

ICCCI 2021 Panel Details

2021 2021 International Conference on Computer Communication and Informatics (ICCCI)  
INTELLIGENCE IN DATA-DRIVEN ANALYTICS FOR THE PERSONALIZED HEALTHCARE 12 CS 540 Investigation of Smart Methodologies in Lyme Disease Detection 13 CS 561 SECURITY FOR MULTIMEDIA CONTENT FOR OWNERSHIP  ...  4 CS 348 Investigation of Modern Ransomware Key Generation Methods: A Review 5 CS 404 Machine Learning Approaches for Early Diagnosis and Prediction of Fetal Abnormalities 6 CS 413 Smart Mobile  ... 
doi:10.1109/iccci50826.2021.9402355 fatcat:pyvqn5jpcvgolgikvoltempb4a

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

Miranda McClellan, Cristina Cervelló-Pastor, Sebastià Sallent
2020 Applied Sciences  
In this paper, we discuss the state of the art for ML within mobile edge computing and the advances needed in automating adaptive resource allocation, mobility modeling, security, and energy efficiency  ...  for 5G networks.  ...  (NTA) and Network Artificial Intelligence (NAI).  ... 
doi:10.3390/app10144735 fatcat:ytrnh35x6zbxbki3zg435xqacu

QoS-Aware Placement of Tasks on a Fog Cluster in an Edge Computing Environment

Elarbi Badidi
2020 Journal of Ubiquitous Systems and Pervasive Networks  
With increasing deployments of fog nodes and fog clusters, we propose an architecture for the placement of IoT applications tasks on a cluster of fog nodes in the vicinity of the application's data sources  ...  The wide deployment of IoT sensors and devices has resulted in the development of smart services that were not possible before.  ...  Acknowledgements This work is supported by the UAEU Program for Advanced Research Grant N. G00003443.  ... 
doi:10.5383/juspn.13.01.002 fatcat:qeuep5eiefdplpz6vtlhyvluci

Challenges Associated with Implementing 5G in Manufacturing

Eoin O'Connell, Denis Moore, Thomas Newe
2020 Telecom  
5G networks will change several industries, including manufacturing. 5G has the potential to become the future communication platform of choice for many industries and in particular the manufacturing sector  ...  if planning a 5G deployment.  ...  Acknowledgments: The authors would like to thank the staff of the Electronic and Computer Engineering Department at the University of Limerick for their assistance in this work.  ... 
doi:10.3390/telecom1010005 fatcat:ajczwg2jabhfvo4pt5cj4a4zma

Internet of vehicle's resource management in 5G networks using AI technologies: Current status and trends

Nada M. Elfatih, Mohammad Kamrul Hasan, Zeinab Kamal, Deepa Gupta, Rashid A. Saeed, Elmustafa Sayed Ali, Md. Sarwar Hosain
2021 IET Communications  
This paper discusses and provides complete detail for resource allocation and management for IoV over 5G RAN networks focusing on artificial intelligence techniques.  ...  The paper also presented reviews on integrating the multi-layers of vehicular network architecture with AI strategy to identify advancement and future directions for resource allocation and management  ...  ACKNOWLEDGEMENT This work has been conducted and supported by Faculty of Information Science and Technology, Universiti Kebangsaan Malaysia (UKM) under GGPM2020-028, Sudan University of Science and Technology  ... 
doi:10.1049/cmu2.12315 fatcat:pber6we3f5a7zl3nbd52e4kq2u

Technologies Trend towards 5G Network for Smart Health-Care Using IoT: A Review

Abdul Ahad, Mohammad Tahir, Muhammad Aman Sheikh, Kazi Istiaque Ahmed, Amna Mughees, Abdullah Numani
2020 Sensors  
We also present key requirements for successful deployment of smart health-care systems for certain scenarios in 5G.  ...  In this paper, we present a comprehensive review of 5G assisted smart health-care solutions in IoT.  ...  In [11] , an IoT application that is based on the mobile gateway is introduced for intelligent assistance in the mobile health environment.  ... 
doi:10.3390/s20144047 pmid:32708139 fatcat:jgr6z7lcznfjthk7nppc7jrmae

Intelligent mobility: a review of the cybersecurity of IoT in smart cities

Jorge Rubén VÁZQUEZ-DEL RÍO, Sergio Alejandro CARDEÑA-MORENO, Luis Gerardo VILLAFAÑA-DÍAZ
2020 Revista de tecnología e innovación  
the concepts of the Internet of Things, Smart Mobility, and Smart Cities is derived.  ...  Objectives - This research aims to explore the various challenges of cybersecurity in the Internet of Things in a Smart Mobility framework within Smart Cities by reviewing the academic literature.  ...  for users and designers in rural and urban contexts, as well as the complexity of urban mobility in the same.  ... 
doi:10.35429/jti.2020.21.7.1.18 fatcat:crc5wdquybftrloygafm2quzz4

6G White Paper on Edge Intelligence [article]

Ella Peltonen, Mehdi Bennis, Michele Capobianco, Merouane Debbah, Aaron Ding, Felipe Gil-Castiñeira, Marko Jurmu, Teemu Karvonen, Markus Kelanti, Adrian Kliks, Teemu Leppänen, Lauri Lovén (+7 others)
2020 arXiv   pre-print
Moving towards 5G and beyond the future 6G networks, intelligent solutions utilizing data-driven machine learning and artificial intelligence become crucial for several real-world applications including  ...  In this white paper we provide a vision for 6G Edge Intelligence.  ...  6G white papers to be published in their final format in June 2020.  ... 
arXiv:2004.14850v1 fatcat:2gt2fnyqsjemxdxbuclxnrqzwu

Smart Cities of the Future as Cyber Physical Systems: Challenges and Enabling Technologies

Antonio Puliafito, Giuseppe Tricomi, Anastasios Zafeiropoulos, Symeon Papavassiliou
2021 Sensors  
the use and benefits of next generation (5G and beyond) communication; the capitalization of social networks and their analysis; support for tactile internet applications; and the inspiration of urban  ...  However, the large scale deployment of cyber-physical-social systems faces a series of challenges and issues (e.g., energy efficiency requirements, architecture, protocol stack design, implementation,  ...  Conflicts of Interest: The authors declare no conflict of interest.  ... 
doi:10.3390/s21103349 pmid:34066019 fatcat:xmfdaqb43zhnhpqbnqd7gy4bvq
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