مقاله انگلیسی رایگان در مورد کاربرد AI در بکارگیری سامانه ارتباطی توسط اینترنت نسل پنجم در صنعت ۴٫۰ – اسپرینگر ۲۰۲۲

مقاله انگلیسی رایگان در مورد کاربرد AI در بکارگیری سامانه ارتباطی توسط اینترنت نسل پنجم در صنعت ۴٫۰ – اسپرینگر ۲۰۲۲

 

مشخصات مقاله
ترجمه عنوان مقاله استانداردهای ۵G برای صنعت ۴٫۰ سیستم های ارتباطی را با استفاده از هوش مصنوعی فعال می کند: چشم انداز سیستم مراقبت های بهداشتی هوشمند
عنوان انگلیسی مقاله ۵G standards for the Industry 4.0 enabled communication systems using artificial intelligence: perspective of smart healthcare system
انتشار مقاله سال ۲۰۲۲
تعداد صفحات مقاله انگلیسی  ۱۱ صفحه
هزینه دانلود مقاله انگلیسی رایگان میباشد.
پایگاه داده نشریه اسپرینگر
نوع نگارش مقاله
مقاله پژوهشی (Research article)
مقاله بیس این مقاله بیس میباشد
نمایه (index) JCR – Master Journal List – Scopus
نوع مقاله ISI
فرمت مقاله انگلیسی  PDF
ایمپکت فاکتور(IF)
۳٫۶۰۰ در سال ۲۰۲۰
شاخص H_index ۶۱ در سال ۲۰۲۲
شاخص SJR ۰٫۵۰۵ در سال ۲۰۲۰
شناسه ISSN ۲۱۹۰-۵۵۱۷
شاخص Quartile (چارک) Q2 در سال ۲۰۲۰
فرضیه ندارد
مدل مفهومی دارد
پرسشنامه ندارد
متغیر دارد
رفرنس دارد
رشته های مرتبط مهندسی برق – فناوری اطلاعات و ارتباطات – مدیریت – مهندسی کامپیوتر
گرایش های مرتبط شبکه های مخابراتی – دیتا و امنیت شبکه – مدیریت کسب و کار – هوش مصنوعی
نوع ارائه مقاله
ژورنال
مجله / کنفرانس علم نانو کاربردی- Applied Nanoscience
دانشگاه Department Electronics and Communication, Yildiz Technical University, Turkey
کلمات کلیدی هوش مصنوعی – ارتباطات بی سیم آینده – اینترنت اشیا – صنعت ۴٫۰ – مدیریت تداخل – بهینه سازی منابع
کلمات کلیدی انگلیسی Artificial intelligence – Future wireless communications – Internet of Things – Industry 4.0 – Interference management – Resource optimization
شناسه دیجیتال – doi
https://doi.org/10.1007/s13204-021-02152-4
کد محصول e16851
وضعیت ترجمه مقاله  ترجمه آماده این مقاله موجود نمیباشد. میتوانید از طریق دکمه پایین سفارش دهید.
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فهرست مطالب مقاله:
Abstract
Introduction
Standards of future wireless communications
Integration of massive MIMO
۵G state‑of‑arts
Artifcial intelligence for 5G
Methodology and results
Simulation results
Research gaps analysis
Conclusion and future work
Declarations
References

 

بخشی از متن مقاله:

Abstract

     The emergence of the Industry 4.0 revolution to upgrade the Internet of Things (IoT) standards provides the prominence outcomes for the future wireless communication systems called 5G. The development of 5G green communication systems suffers from the various challenges to fulfill the requirement of higher user capacity, network speed, minimum cost, and reduced resource consumption. The use of 5G standards for Industry 4.0 applications will increase data rate performance and connected device’s reliability. Since the arrival of novel Covid-19 disease, there is a higher demand for smart healthcare systems worldwide. However, designing the 5G communication systems has the research challenges like optimum resource utilization, mobility management, cost-efficiency, interference management, spectral efficiency, etc. The rapid development of Artificial Intelligence (AI) across the different formats brings performance enhancement compared to conventional techniques. Therefore, introducing the AI into 5G standards will optimize the performances further considering the various end-user applications. We first present the survey of the terms like 5G standard, Industry 4.0, and some recent works for future wireless communications. The purpose is to explore the current research problems using the 5G technology. We further propose the novel architecture for smart healthcare systems using the 5G and Industry 4.0 standards. We design and implement that proposed model using the Network Simulator (NS2) to investigate the current 5G methods. The simulation results show that current 5G methods for resource management and interference management suffer from the challenges like performance trade-offs.

Introduction

     The further progress of the Internet of Things (IoT) reveals it is a fundamental piece of different applications, for instance, keen home, smart healthcare, savvy agriculture, brilliant city, and so forth. The remarkable improvement of IoT devices encounters accepting various benchmarks and progressions. Another significant issue in IoT gadgets is interoperability among particular gadgets and organizations. The specific devices should be versatile in accepting the situation in passing on information with less human commitment (Xu et al. 2004). The human free and human-driven are two kinds of unavoidable perspectives on account of human affiliation. The energy effectiveness and resource management in IoT acquired huge examination interests. The key necessity of IoT empowered WSNs is that they ought to work steadily and economically for a more drawn-out period with no requirement for human mediation (He et al. 2004). Devices in such IoT systems will ordinarily work dependent on battery power sources, and subsequently, energy proficiency has normally of most extreme significance in a gadget the executives (Nadeem et al. 2015; Arifin and Ohtsuki 2014). Thinking about the WSN area, energy productivity for battery worked sensor hubs and lifetime upgrades have been researched issues for a long time (Riggio and Sicari 2009; Sohrabi et al. 2000). Medium Access Control (MAC) layer conventions center around changing the obligation cycle for sensor hubs and steering layer conventions have intended for information accumulation and many-to-one transmission. Likewise, since IoT gadgets working in the IoT arrange worldview are additionally battery worked, battery utilization ought to be remembered during IoT organize organization. The acknowledgment of cost decreases to accomplish green systems administration is the exploration goal of this research. Numerous energy productive plans for WSN have been proposed in the ongoing past, for example, a chain of command (Sohrabi et al. 2000) and careful (Mikhail et al. 2017a, b) ones, anyway there are numerous gaps identified with effective information total and spread strategies.

Conclusion and future work

     Progressions in the 5G standard and its integration with emerging Industry 4.0 and AI innovations were studied in this paper. The fast-expanding savvy devices and IoT modules in volume produce a huge measure of information traffic, putting extra weight on existing portable remote sensor networks. This paper presents an itemized review on the combination of 5G, Massive MIMO, and AI for improving IoT performance. The wide range of recent studies reviewed throughout this paper and based on it the research gaps for future roadmap discussed. We further have designed the novel model for smart healthcare monitoring using the methods of 5G and IoT together. The model was implemented and evaluated using the recent 5G methods for resource and interference management. The simulation results reveal the research gaps for further development.

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