Machine Learning For Radio Resource Management And Optimization In 5g And Beyond
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Machine Learning For Radio Resource Management And Optimization In 5g And Beyond
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Author : Mariyam Ouaissa
language : en
Publisher: CRC Press
Release Date : 2025-03-20
Machine Learning For Radio Resource Management And Optimization In 5g And Beyond written by Mariyam Ouaissa and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-20 with Technology & Engineering categories.
Machine Learning for Radio Resource Management and Optimization in 5G and Beyond highlights a new line of research that uses innovative technologies and methods based on artificial intelligence/machine learning techniques to address issues and challenges related to radio resource management in 5G and 6G communication systems. This book provides comprehensive coverage of current and emerging waveform design, channel modeling, multiple access, random access, scheduling, network slicing, and resource optimization for 5G wireless networks and beyond. This book is suitable for researchers, scholars, and industry professionals working in different fields related to mobile networks and intelligent systems. Additionally, it serves as a hands‐on resource for students interested in the fields of cellular networks (5G/6G) and computational intelligence.
Paradigms Of Smart And Intelligent Communication 5g And Beyond
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Author : Amrita Rai
language : en
Publisher: Springer Nature
Release Date : 2023-05-23
Paradigms Of Smart And Intelligent Communication 5g And Beyond written by Amrita Rai and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-23 with Computers categories.
This book focuses on both theory and applications of Artificial Intelligence and Machine Learning in the broad areas of communication and networking. This book focuses on the ongoing research work and future scope for various open research issues related to sustainable design, development, and analysis of smart communication, 5G and beyond, with the integration of Artificial intelligence and IoT. It addresses fundamental technology components for 5G and beyond, which include modern advancements in communication and networking in a real-world application. The book presents the convergence of Artificial Intelligence, Machine Learning, and IoT with 5G and beyond wireless networks to give some ice-breaking solutions in radio resource allocation, network management, and cybersecurity. This book will be a valuable resource for academicians, researchers, and professionals working in artificial intelligence/machine learning and its applications in communication and 5G.
The Smart Iot Blueprint Engineering A Connected Future
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Author : Fadi Al-Turjman
language : en
Publisher: Springer Nature
Release Date : 2024-08-13
The Smart Iot Blueprint Engineering A Connected Future written by Fadi Al-Turjman and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-08-13 with Computers categories.
This book offers a comprehensive exploration of the Smart Internet of Things (IoT) and its profound impact on our interconnected world. From its foundational principles to cutting-edge applications, "Innovative Integration: Crafting the World with Smart IoT" is a definitive guide to understanding and harnessing the power of IoT technologies. In this era of digital transformation, IoT has emerged as a transformative force, revolutionizing industries, urban landscapes, and our daily lives. This book dives deep into the core concepts of IoT, unraveling the intricate web of sensors, networks, and protocols that underpin this technology. Readers will gain a clear understanding of how data intelligence drives IoT, making it a driving force behind automation, efficiency, and sustainability. One of the critical aspects addressed is security and privacy in the IoT ecosystem—a concern that resonates with individuals, businesses, and policy-makers alike. We delve into the ethical dimensions of IoT, exploring the responsible use of data in an increasingly connected world. Through a series of real-world case studies, we showcase the practical applications of IoT, from smart homes and cities to industrial settings and healthcare. The book equips readers with the knowledge needed to navigate this transformative landscape, empowering them to make informed decisions in their professional and personal endeavors. "IoT and the Horizon of Integration" provides a glimpse into the future, offering insights into emerging trends and predictions in the world of IoT. It is a must-read for academics, researchers, and industry professionals in computer science, engineering, and data analytics. Additionally, it serves as a valuable resource for policy-makers, urban planners, and graduate-level students seeking to grasp the potential and challenges of IoT.
Cellular Internet Of Things
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Author : Olof Liberg
language : en
Publisher: Academic Press
Release Date : 2019-11-28
Cellular Internet Of Things written by Olof Liberg and has been published by Academic Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-11-28 with Technology & Engineering categories.
Cellular Internet of Things: From Massive Deployments to Critical 5G Applications, Second Edition, gives insights into the recent and rapid work performed by the 3rd Generation Partnership Project (3GPP) and the Multefire Alliance (MFA) to develop systems for the Cellular IoT. Beyond the technologies, readers will learn what the mMTC and cMTC market segments look like, deployment options and expected performance in terms of system capacity, expected battery lifetime, data throughput, access delay time and device cost, regulations for operation in unlicensed frequency bands, and how they impact system design and performance. This new edition contains updated content on the latest EC-GSM IoT, LTE-M and NB-IoT features in 3GPP Release 15, critical communication, i.e. URLLC, specified in 3GPP Release 15 for both LTE and NR, LTE-M and NB-IoT for unlicensed frequency bands specified in the Multefire Alliance (MFA), and an updated outlook of what the future holds in Industrial IoT and drone communications, amongst other topics. - Provides ubiquitous wireless connectivity for a diverse range of services and applications, describing their performance and how their specifications were developed to meet the most demanding requirements - Describes licensed and unlicensed technologies based on 2G, 4G and 5G technologies and how they have evolved towards the Cellular IoT - Presents the Narrowband Internet of Things technology and how GSM, LTE and NR have been designed to provide Cellular Internet of Things services - Provides use cases that cover ultra-low complex systems connecting billions of devices (massive MTC, mMTC), critical MTC and cMTC based on Ultra-Reliable and Low Latency Communications (URLLC) to meet strict latency and reliability requirements
Advances In Communication Devices And Networking
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Author : Sourav Dhar
language : en
Publisher: Springer Nature
Release Date : 2024-11-20
Advances In Communication Devices And Networking written by Sourav Dhar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-20 with Technology & Engineering categories.
This book covers recent trends in the field of devices, wireless communication and networking. It gathers selected papers presented at the 7th International Conference on Communication, Devices and Networking (ICCDN 2024), which was organized by the Department of Electronics and Communication Engineering, Sikkim Manipal Institute of Technology, Sikkim, India, on January 19–20, 2024. Gathering cutting-edge research papers prepared by researchers, engineers and industry professionals, it helps young and experienced scientists and developers alike to explore new perspectives and offers them inspirations on how to address real-world problems in the areas of electronics, communication, devices and networking.
Moving Broadband Mobile Communications Forward
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Author : Abdelfatteh Haidine
language : en
Publisher: BoD – Books on Demand
Release Date : 2021-08-18
Moving Broadband Mobile Communications Forward written by Abdelfatteh Haidine and has been published by BoD – Books on Demand this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-18 with Technology & Engineering categories.
The deployment of 4G/LTE (Long-Term Evolution) mobile networks has solved the major challenge of high capacities to build a real broadband mobile internet. This was possible mainly through a very strong physical layer and flexible network architecture. However, bandwidth-hungry services such as virtual reality (VR) and augmented reality (AR), have been developed in an unprecedented way. Furthermore, mobile networks are facing other new services with extreme demand for greater reliability and almost zero-latency performance, like vehicle communications and the Internet of Vehicles (IoV). Therefore, industries and researchers are investigating new physical layers and softwarization techniques and including more intelligence in 5G and beyond 5G (B5G/6G). This book discusses some of these softwarization techniques, such as fog computing, cloud computing, and artificial intelligence (AI) and machine learning (ML). It also presents use cases showing practical aspects from 5G deployment scenarios, where other communications technologies will co-habit to build the landscape of next-generation mobile networks (NGMNs).
Network Slicing For 5g And Beyond Networks
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Author : S. M. Ahsan Kazmi
language : en
Publisher: Springer
Release Date : 2019-05-14
Network Slicing For 5g And Beyond Networks written by S. M. Ahsan Kazmi and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-05-14 with Technology & Engineering categories.
This book provides a comprehensive guide to the emerging field of network slicing and its importance to bringing novel 5G applications into fruition. The authors discuss the current trends, novel enabling technologies, and current challenges imposed on the cellular networks. Resource management aspects of network slicing are also discussed by summarizing and comparing traditional game theoretic and optimization based solutions. Finally, the book presents some use cases of network slicing and applications for vertical industries. Topics include 5G deliverables, Radio Access Network (RAN) resources, and Core Network (CN) resources. Discusses the 5G network requirements and the challenges therein and how network slicing offers a solution Features the enabling technologies of future networks and how network slicing will play a role Presents the role of machine learning and data analytics for future cellular networks along with summarizing the machine learning approaches for 5G and beyond networks
5g Networks And Technologies
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Author : Richard Johnson
language : en
Publisher: HiTeX Press
Release Date : 2025-06-05
5g Networks And Technologies written by Richard Johnson and has been published by HiTeX Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-06-05 with Computers categories.
“5G Networks and Technologies” "5G Networks and Technologies" delivers a comprehensive and authoritative exploration of the next generation of wireless networks, distilling the complex technical landscape into clear, insightful coverage. The book meticulously charts the architectural foundations of 5G—spanning enhancements in mobile broadband, ultra-reliable low-latency communications, and massive machine connectivity—while providing thorough guidance on standards, service-based frameworks, network slicing, and seamless integration with legacy systems. Each chapter systematically unravels critical concepts such as cloud-native core functions, virtualization, dynamic spectrum management, advanced radio access technologies, and end-to-end network orchestration. Security, privacy, and trust surface as central themes throughout, with in-depth analysis of evolving threat vectors, zero-trust models, identity management advances, and AI-driven security analytics tailored for the 5G era. The text also investigates essential regulatory issues, compliance with frameworks like GDPR, and the special security considerations for massive IoT and mission-critical applications. Readers are guided through practical and cutting-edge solutions for ensuring resilience, reliability, and performance isolation across diverse 5G use cases including industrial automation, connected mobility, public safety, and immersive media. Looking beyond today's commercial rollouts, the book critically examines ongoing research challenges, 5G’s impact on society and digital economies, and the emerging technological groundwork for 6G—touching on innovations like terahertz communication, quantum networking, and sustainable network design. With its rigorous yet accessible approach, "5G Networks and Technologies" is an indispensable resource for engineers, researchers, network architects, policymakers, and anyone aspiring to master every facet of 5G and the future of mobile connectivity.
Towards Cognitive Autonomous Networks
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Author : Stephen S. Mwanje
language : en
Publisher: John Wiley & Sons
Release Date : 2020-10-02
Towards Cognitive Autonomous Networks written by Stephen S. Mwanje and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-10-02 with Technology & Engineering categories.
Learn about the latest in cognitive and autonomous network management Towards Cognitive Autonomous Networks: Network Management Automation for 5G and Beyond delivers a comprehensive understanding of the current state-of-the-art in cognitive and autonomous network operation. Authors Mwanje and Bell fully describe todays capabilities while explaining the future potential of these powerful technologies. This book advocates for autonomy in new 5G networks, arguing that the virtualization of network functions render autonomy an absolute necessity. Following that, the authors move on to comprehensively explain the background and history of large networks, and how we come to find ourselves in the place were in now. Towards Cognitive Autonomous Networks describes several novel techniques and applications of cognition and autonomy required for end-to-end cognition including: • Configuration of autonomous networks • Operation of autonomous networks • Optimization of autonomous networks • Self-healing autonomous networks The book concludes with an examination of the extensive challenges facing completely autonomous networks now and in the future.
Research Anthology On Developing And Optimizing 5g Networks And The Impact On Society
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Author : Management Association, Information Resources
language : en
Publisher: IGI Global
Release Date : 2020-11-27
Research Anthology On Developing And Optimizing 5g Networks And The Impact On Society written by Management Association, Information Resources and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-11-27 with Technology & Engineering categories.
As technology advances, the emergence of 5G has become an essential discussion moving forward as its applications and benefits are expected to enhance many areas of life. The introduction of 5G technology to society will improve communication speed, the efficiency of information transfer, and end-user experience to name only a few of many future improvements. These new opportunities offered by 5G networks will spread across industry, government, business, and personal user experiences leading to widespread innovation and technological advancement. What stands at the very core of 5G becoming an integral part of society is the very fact that it is expected to enrich society in a multifaceted way, enhancing connectivity and efficiency in just about every sector including healthcare, agriculture, business, and more. Therefore, it has been a critical topic of research to explore the implications of this technology, how it functions, what industries it will impact, and the challenges and solutions of its implementation into modern society. Research Anthology on Developing and Optimizing 5G Networks and the Impact on Society is a critical reference source that analyzes the use of 5G technology from the standpoint of its design and technological development to its applications in a multitude of industries. This overall view of the aspects of 5G networks creates a comprehensive book for all stages of the implementation of 5G, from early conception to application in various sectors. Topics highlighted include smart cities, wireless and mobile networks, radio access technology, internet of things, and more. This all-encompassing book is ideal for network experts, IT specialists, technologists, academicians, researchers, and students.