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Next-Generation Internet of Things (IoT): Opportunities, Challenges, and Solutions

Yousaf Bin Zikria, Rashid Ali, Muhammad Khalil Afzal, Sung Won Kim
2021 Sensors  
It is predicted that by 2025, all devices will be connected to the Internet, subsequently causing the number of devices connected with the Internet to rise [...]  ...  The future security trends for vehicular IoT (VIoT) in 5G technologies underline privacy assurance and security related issues utilizing a public keys framework.  ...  of the issues and challenges discussed above and propose viable solutions.  ... 
doi:10.3390/s21041174 pmid:33562343 fatcat:vi25rlvn7vcqvjlwihkg4c4aju

Internet of Things (IoT) Operating Systems Management: Opportunities, Challenges, and Solution

Yousaf Bin Zikria, Sung Won Kim, Oliver Hahm, Muhammad Khalil Afzal, Mohammed Y. Aalsalem
2019 Sensors  
Therein, we provide overview of the accepted papers in our Special Issue on IoT OS management: opportunities, challenges, and solution. Finally, we conclude the manuscript.  ...  IoT requires to be intelligent to self-adapt according to the network conditions. In this paper, we present brief overview of different IoT OSs, supported hardware, and future research directions.  ...  Conclusions Ten papers in this SI presents state-of-the-art research trend in the area of IoT OS management, opportunities, challenges, and solutions.  ... 
doi:10.3390/s19081793 fatcat:kaxwclnfhvhrfgz23vzqacu5ni

User-centric Cell-free Massive MIMO Networks: A Survey of Opportunities, Challenges and Solutions [article]

Hussein A. Ammar, Raviraj Adve, Shahram Shahbazpanahi, Gary Boudreau, Kothapalli Venkata Srinivas
2021 arXiv   pre-print
Densification of network base stations is indispensable to achieve the stringent Quality of Service (QoS) requirements of future mobile networks.  ...  We present here a guide to the key challenges facing the deployment of this network scheme and contemplate the solutions being proposed for the main bottlenecks facing cell-free communications.  ...  (5G) of mobile communication networks.  ... 
arXiv:2104.14589v2 fatcat:z7janupib5cytnedsnst4f6uua

State of Art Survey for IoT Effects on Smart City Technology: Challenges, Opportunities, and Solutions

Rondik J. Hassan, Subhi R. M. Zeebaree, Siddeeq Y. Ameen, Shakir Fattah Kak, Mohammed A. M. Sadeeq, Zainab Salih Ageed, Adel AL-Zebari, Azar Abid Salih
2021 Asian Journal of Research in Computer Science  
IoT connectivity is understood to be the very heart of the city of what makes a smart city. such as sensor networks, wearables, mobile apps, and smart grids that have been developed to harness the city's  ...  most innovative connectivity technology to provide services and better control its citizens The focus of this research is to clarify and showcase ways in which IoT technology can be used in infrastructure  ...  Abdulraheem AS, Evolution of mobile wireless communication to 5g revolution, Insights into the building blocks, component interactions, and architecture layers,  ... 
doi:10.9734/ajrcos/2021/v8i330202 fatcat:asjdeungwjh3demjweote4vhmm

Toward an AI-Enabled SDN-based 5G & IoT Network

Bao-Shuh Paul Lin
2020 Network and Communication Technologies  
This article focuses on the system architecture and design of open networking (ON) solution of 5G, the approach of SDN/NFV-based 5G and IoT and how AI/ML interact with 5G/IoT and learns from these.  ...  We call this interaction as SDN-based 5G/IoT Network AI or AI-enabled SDN-based 5G/IoT Network.  ...  Acknowledgments This work was supported by the Ministry of Science and Technology (MOST) of Taiwan and National Chiao Tung University under grants: MOST 109-2221-E-009-081-, 108-2221-E-009-043-.  ... 
doi:10.5539/nct.v5n2p7 fatcat:hnkxorjtjvcr3eke3lx4znthuu

Wireless AI: Enabling an AI-Governed Data Life Cycle [article]

Dinh C. Nguyen, Peng Cheng, Ming Ding, David Lopez-Perez, Pubudu N. Pathirana, Jun Li, Aruna Seneviratne, Yonghui Li, H. Vincent Poor
2020 arXiv   pre-print
Recent years have seen rapid deployment of mobile computing and Internet of Things (IoT) networks, which can be mostly attributed to the increasing communication and sensing capabilities of wireless systems  ...  Finally, research challenges and future visions are also discussed to spur further research in this promising area.  ...  In this paper, we identify four categories of wireless AI at the network edge and discuss their technologies, recent developments and future trends.  ... 
arXiv:2003.00866v1 fatcat:dofctwtag5ewhhzaseeukhtxbe

The Roadmap to 6G – AI Empowered Wireless Networks [article]

Khaled B. Letaief, Wei Chen, Yuanming Shi, Jun Zhang, Ying-Jun Angela Zhang
2019 arXiv   pre-print
In particular, 6G will go beyond mobile Internet and will be required to support ubiquitous AI services from the core to the end devices of the network.  ...  The recent upsurge of diversified mobile applications, especially those supported by Artificial Intelligence (AI), is spurring heated discussions on the future evolution of wireless communications.  ...  Trends and Challenges AI has achieved remarkable successes in many application domains, e.g., computer vision, natural language processing, and autonomous driving.  ... 
arXiv:1904.11686v2 fatcat:34hysdm7pfd2jioixdx7tcqwgy

Toward an AI-Enabled O-RAN-based and SDN/NFV-driven 5G& IoT Network Era

Bao-Shuh Paul LinI
2021 Network and Communication Technologies  
This article focuses on the System architecture and design of open networking solution of the future of 5G, beyond-5G (B5G) or 6G.  ...  Among the challenges of an ON system solution, the propriety of radio access network (RAN) is one of essential challenges.  ...  Acknowledgments This work was supported by the Ministry of Science and Technology (MOST) of Taiwan and National Yang Ming Chiao Tung University (NYCU) under grants: MOST 109-2221-E-009-081-, 108-2221-E  ... 
doi:10.5539/nct.v6n1p6 fatcat:a4avxx2445fwlfpu5upadf2nli

The Synergetic Impact of AI, IoT, and 5G on Information Literacy and Education

Mieczysław Muraszkiewicz
2019 Zagadnienia informacji naukowej  
Purpose/Thesis: The purpose of the study is to argue, explain and justify that a troika of AI (Artificial Intelligence), IoT (Internet of Things), and 5G broadband cooperating with each other has the trans­formative  ...  and education.Results and conclusions: The outcome of the research is the presentation and examination of AI, IoT, and 5G collaborating with each other towards transforming education models and processes  ...  Table 3 specifies an assorted set of forms/activities of teaching and learning and indicates which of them AI, IoT, or 5G tools or solutions could support.  ... 
doi:10.36702/zin.451 fatcat:dibqbza6m5gdtnpunittukeewy

Blockchain for Securing AI Applications and Open Innovations

Rucha Shinde, Shruti Patil, Ketan Kotecha, Kirti Ruikar
2021 Journal of Open Innovation: Technology, Market and Complexity  
These two technologies are complementing each other as Blockchain can mitigate vulnerabilities in AI, and AI can improve the performance of Blockchain.  ...  The real-life implementation of such AI-enabled intelligent systems is currently plagued by the lack of security and trust levels in system predictions.  ...  As 5G is now a heterogeneous network and supports a wide variety of IoT devices, the amount of data communicated and generated will be massive, putting a strain on AI.  ... 
doi:10.3390/joitmc7030189 fatcat:xhlfym5pdbd65cjyfh5uewocey

A Classification of the Enabling Techniques for Low Latency and Reliable Communications in 5G and Beyond: AI-Enabled Edge Caching

Lilian C. Mutalemwa, Seokjoo Shin
2020 IEEE Access  
ON-DEVICE ML AND AI It can be challenging to ensure URLLC in IoT devices through the use of on-device AI.  ...  mobile edge AI, FL, TSN, and DetNet will play important roles in 5G and beyond networks, to bring numerous benefits and boost the economy.  ... 
doi:10.1109/access.2020.3037357 fatcat:khkeuvo6ujanhp42y2k372n5u4

AI for Beyond 5G Networks: A Cyber-Security Defense or Offense Enabler? [article]

C. Benzaid, T. Taleb
2022 arXiv   pre-print
Unfortunately, AI's capabilities and vulnerabilities make it a double-edged sword that may jeopardize the security of future networks.  ...  This paper sheds light on how AI may impact the security of 5G and its successive from its posture of defender, offender or victim, and recommends potential defenses to safeguard from malevolent AI while  ...  AI-driven API security is the new trend to cope with the aforementioned challenges.  ... 
arXiv:2201.02730v1 fatcat:upuk2pjcfzag5bjs5woeiwkxe4

AI-Enabled Framework for Fog Computing Driven E-Healthcare Applications

Ali Hassan Sodhro, Noman Zahid
2021 Sensors  
The third is the proposal of a specific cloud-based architecture for mobile and connected healthcare.  ...  the health status of elderly or chronic patients with the IoT-based cyber physical system (CPS).  ...  Conflicts of Interest: There is no conflict of interest between all authors.  ... 
doi:10.3390/s21238039 pmid:34884048 fatcat:62vnrsytkjazbjnethtcwoxmam

The 4th Industrial Revolution Powered by the Integration of AI, Blockchain, and 5G

Aaron French, Kennesaw State University, J.P. Shim, Marten Risius, Kai R. Larsen, Hemant Jain, Georgia State University, University of Queensland, University of Colorado, Boulder, University of Tennessee Chattanoog
2021 Communications of the Association for Information Systems  
Innovative technologies such as blockchain, artificial intelligence, and advanced mobile networks power this digital revolution.  ...  These technologies provide a unique component that, when integrated, will establish a foundation to drive future innovation.  ...  Acknowledgments We thank all the organizers, volunteers, and participants who made the AMCIS 2019 a great experience and to the audience for such an energetic and positive discussion about the 4IR.  ... 
doi:10.17705/1cais.04910 fatcat:3nvrxpdknvgvxdtlllal7oxuci

AI and Big Data Standardization: Contributing to United Nations Sustainable Development Goals

Ray Walshe, Kevin Casey, Jane Kernan, Donal Fitzpatrick
2020 Journal of ICT Standardization  
Emerging Technologies like Artificial Intelligence (AI), Big Data, Internet of Things (IoT), Blockchain and 5G communications are innovation accelerators creating new products, processes and industries  ...  International Standards Development Organisations (SDOs) and Standard Setting Organisations (SSOs) develop and evolve consensus documents of the state of the art and publish these international agreements  ...  Acknowledgements This paper is supported in part by the ADAPT Centre for Digital Content Technology, which is funded under the SFI Research Centres Programme (Grant 13/RC/2106) and is co-funded under the  ... 
doi:10.13052/jicts2245-800x.821 fatcat:phw33gblwrhyriw27vp5mto2hq
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