Ai In Wireless For Beyond 5g Networks

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AI in Wireless for Beyond 5G Networks

Author : Sukhdeep Singh
Publisher : CRC Press
ISBN 13 : 1003825559
Total Pages : 211 pages
Book Rating : 4.0/5 (38 download)

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Book Synopsis AI in Wireless for Beyond 5G Networks by : Sukhdeep Singh

Download or read book AI in Wireless for Beyond 5G Networks written by Sukhdeep Singh and published by CRC Press. This book was released on 2024-02-02 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) is a game changer in many domains, and wireless communication networks are no exception. With the advent of 5G networks, we have witnessed rapid growth in wireless connectivity, which has led to unprecedented opportunities for innovation and new use cases. However, as we move beyond 5G (B5G), the challenges and opportunities are set to become even more significant, offering new, previously unimaginable services. AI in Wireless for Beyond 5G Networks provides a comprehensive overview of the use of AI in wireless communication for B5G networks. The authors draw on their expertise in the field to explore the latest developments in AI technologies and their applications in B5G wireless communication systems. The book discusses a wide range of topics, including enabling AI technologies, architecture, and applications of AI from smartphones, radio access networks (RANs), edge and core networks, and application service providers. It also discusses the trends in on-device AI for B5G networks. This book is written in an accessible style, making it an ideal resource for academics, researchers, and industry professionals in wireless communication. It provides valuable insights into the latest field trends and developments and practical possibilities for implementing AI technologies in wireless communication systems. Above all, this book is a testament to the power of collaboration and innovation in wireless communication. The authors’ dedication and expertise have produced a valuable resource for anyone interested in the latest AI and wireless communication developments. This book will inspire and inform readers, and we highly recommend it to scholars interested in the future of AI in wireless communication.

AI in Wireless for Beyond 5G Networks

Author : Dr. Sukhdeep Singh
Publisher :
ISBN 13 : 9781032301228
Total Pages : 0 pages
Book Rating : 4.3/5 (12 download)

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Book Synopsis AI in Wireless for Beyond 5G Networks by : Dr. Sukhdeep Singh

Download or read book AI in Wireless for Beyond 5G Networks written by Dr. Sukhdeep Singh and published by . This book was released on 2024 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: "AI in Wireless for Beyond 5G Networks provides a comprehensive overview of the use of AI in wireless communication for the B5G networks. The author draws on their expertise in the field to explore the latest developments in AI technologies and their application in B5G wireless communication systems. The book discusses a wide range of topics, from enabling AI technologies, architecture, and applications of AI from Smartphones, Radio Access Networks (RAN), edge, core networks, and application service providers. It also discusses the trends in the On-Device AI for the B5G network"--

Driving 5G Mobile Communications with Artificial Intelligence towards 6G

Author : Dragorad A. Milovanovic
Publisher : CRC Press
ISBN 13 : 1000851494
Total Pages : 503 pages
Book Rating : 4.0/5 (8 download)

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Book Synopsis Driving 5G Mobile Communications with Artificial Intelligence towards 6G by : Dragorad A. Milovanovic

Download or read book Driving 5G Mobile Communications with Artificial Intelligence towards 6G written by Dragorad A. Milovanovic and published by CRC Press. This book was released on 2023-04-06 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: - provides some fundamental concepts related to 5G networks and the 5G NR signal processing. A review of AI and state of the art machine learning techniques is also given. - deals with the 5G/6G and AI enabled applications such as AR/VR, autonomous vehicles, mobile multimedia services, context aware communications, Industrial IoT and security. -elaborates on how AI techniques can enhance network and traffic management in 5G/6G networks. These include AI based mobility management, routing, scheduling, network performance optimization and even energy efficiency. -discusses the application of AI to 5G/6G NR signal processing and also the air interface. AI and deep learning techniques for channel coding, automatic modulation detection, channel estimation and equalization as well as spectrum management are presented with a view to highlight the benefits of using AI as compared to traditional techniques.

Artificial Intelligent Techniques for Wireless Communication and Networking

Author : R. Kanthavel
Publisher : John Wiley & Sons
ISBN 13 : 1119821789
Total Pages : 388 pages
Book Rating : 4.1/5 (198 download)

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Book Synopsis Artificial Intelligent Techniques for Wireless Communication and Networking by : R. Kanthavel

Download or read book Artificial Intelligent Techniques for Wireless Communication and Networking written by R. Kanthavel and published by John Wiley & Sons. This book was released on 2022-02-24 with total page 388 pages. Available in PDF, EPUB and Kindle. Book excerpt: ARTIFICIAL INTELLIGENT TECHNIQUES FOR WIRELESS COMMUNICATION AND NETWORKING The 20 chapters address AI principles and techniques used in wireless communication and networking and outline their benefit, function, and future role in the field. Wireless communication and networking based on AI concepts and techniques are explored in this book, specifically focusing on the current research in the field by highlighting empirical results along with theoretical concepts. The possibility of applying AI mechanisms towards security aspects in the communication domain is elaborated; also explored is the application side of integrated technologies that enhance AI-based innovations, insights, intelligent predictions, cost optimization, inventory management, identification processes, classification mechanisms, cooperative spectrum sensing techniques, ad-hoc network architecture, and protocol and simulation-based environments. Audience Researchers, industry IT engineers, and graduate students working on and implementing AI-based wireless sensor networks, 5G, IoT, deep learning, reinforcement learning, and robotics in WSN, and related technologies.

Paradigms of Smart and Intelligent Communication, 5G and Beyond

Author : Amrita Rai
Publisher : Springer Nature
ISBN 13 : 981990109X
Total Pages : 297 pages
Book Rating : 4.8/5 (199 download)

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Book Synopsis Paradigms of Smart and Intelligent Communication, 5G and Beyond by : Amrita Rai

Download or read book Paradigms of Smart and Intelligent Communication, 5G and Beyond written by Amrita Rai and published by Springer Nature. This book was released on 2023-05-23 with total page 297 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multiple Access Techniques for 5G Wireless Networks and Beyond

Author : Mojtaba Vaezi
Publisher : Springer
ISBN 13 : 3319920901
Total Pages : 685 pages
Book Rating : 4.3/5 (199 download)

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Book Synopsis Multiple Access Techniques for 5G Wireless Networks and Beyond by : Mojtaba Vaezi

Download or read book Multiple Access Techniques for 5G Wireless Networks and Beyond written by Mojtaba Vaezi and published by Springer. This book was released on 2018-08-23 with total page 685 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents comprehensive coverage of current and emerging multiple access, random access, and waveform design techniques for 5G wireless networks and beyond. A definitive reference for researchers in these fields, the book describes recent research from academia, industry, and standardization bodies. The book is an all-encompassing treatment of these areas addressing orthogonal multiple access and waveform design, non-orthogonal multiple access (NOMA) via power, code, and other domains, and orthogonal, non-orthogonal, and grant-free random access. The book builds its foundations on state of the art research papers, measurements, and experimental results from a variety of sources.

A Glimpse Beyond 5G in Wireless Networks

Author : Mohammad Abdul Matin
Publisher : Springer Nature
ISBN 13 : 3031137868
Total Pages : 286 pages
Book Rating : 4.0/5 (311 download)

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Book Synopsis A Glimpse Beyond 5G in Wireless Networks by : Mohammad Abdul Matin

Download or read book A Glimpse Beyond 5G in Wireless Networks written by Mohammad Abdul Matin and published by Springer Nature. This book was released on 2022-11-30 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book gathers the latest research findings on emerging trends in 5G and beyond wireless systems. The authors present and assess different enabling technologies, capabilities, and anticipated communications and computing solutions for 5G and beyond. Topics discussed include new frequency bands, new multiple antenna systems, massive D2D connectivity, new network deployment, and more. These discussions help the readers to understand more advanced research materials for developing new ideas to make a contribution in this field for themselves. This book aims to serve as a virtual and effective bridge between academic research in theory and engineering development in practice. Students, professional, and practitioners who seek to learn the latest development in wireless technologies should find interest in this book.

Harnessing the Potential of AI for Modeling 6g Networks

Author : Moses John Strydom
Publisher : Engineering Science Reference
ISBN 13 : 9781799849698
Total Pages : 300 pages
Book Rating : 4.8/5 (496 download)

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Book Synopsis Harnessing the Potential of AI for Modeling 6g Networks by : Moses John Strydom

Download or read book Harnessing the Potential of AI for Modeling 6g Networks written by Moses John Strydom and published by Engineering Science Reference. This book was released on 2020-12-18 with total page 300 pages. Available in PDF, EPUB and Kindle. Book excerpt: Our future society will be increasingly digitized, hyper-connected, and globally data driven. Mobile communication technologies are expected to progress far beyond anything seen so far in wireless-enabled applications, making everyday lives smoother and safer and dramatically improving the efficiency of businesses. As fifth generation (5G) research is maturing towards a global standard, the research community must focus on the development of beyond-5G solutions and the 2030 era, that is, 6G and beyond. It is not clear yet what 6G will entail, and what new technologies will emerge, but it is clear the way in which data is collected, processed, transmitted, and consumed within the wireless network will be a key driver for 6G. These next-generation wireless networks must support ultra-reliable, low-latency communication, and intelligently manage a massive number of internet of things, or even the internet of everything devices in real time, within a highly dynamic environment. Enabling the vision of 6G requires addressing myriad theoretical and practical challenges. Harnessing the Potential of AI for Modeling 6G Networks investigates artificial intelligence-enabled sixth generation (6G) wireless networks. This cutting-edge book covers all areas related to 6G research including a heavy focus on the related emerging technologies. While highlighting topics such as wireless connectivity, device and circuit technologies, and the services and applications of 6G, this book is ideally intended for participants from both industry and academia working in all the domains of big data, artificial intelligence, robotics, and engineering, along with practitioners, stakeholders, researchers, academicians, and students interested in the potential of artificial intelligence and wireless networks across myriad different sectors.

6G: The Road to the Future Wireless Technologies 2030

Author : Paulo Sergio Rufino Henrique
Publisher : CRC Press
ISBN 13 : 1000796736
Total Pages : 109 pages
Book Rating : 4.0/5 (7 download)

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Book Synopsis 6G: The Road to the Future Wireless Technologies 2030 by : Paulo Sergio Rufino Henrique

Download or read book 6G: The Road to the Future Wireless Technologies 2030 written by Paulo Sergio Rufino Henrique and published by CRC Press. This book was released on 2022-09-01 with total page 109 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since the launch of Second-Generation Networks (2G), planning for each future mobile service was initiated many years before its commercial launch. In 2019, 5G Networks begun to be deployed commercially after almost ten years of planning. Similarly, the race for the 6G wireless networks that will be operational in 2030 has already started. To fulfill its potential in the upcoming decade, 6G will undoubtedly require an architectural orchestration based on the amalgamation of existing solutions and innovative technologies. The book will begin by evaluating the state of the art of all current mobile generations' while looking into their core building blocks. 6G implementation will require fundamental support from Artificial Intelligence (AI) and Machine Learning on the network's edge and core, including a new Radio Frequency (RF) spectrum. The 6G use cases will require advanced techniques for enabling the future wireless network to be human-centric, ensuring enhanced quality of experience (QoE) for most of its applications. The concept of Human Bond Communication Beyond 2050 (Knowledge Home) and Communication, Navigation, Sensing, and Services (CONASENSE) will also profit from future wireless communication. Terahertz domains will exploit the ultra-Massive Multiple Input Multiple Output Antennas (UM-MIMO) technologies to support Terabits' data throughputs.Moreover, optical wireless communications (OWC) will also come into play to support indoor and outdoor high-data rates. Further expansion of 6G core entities will support the novel concept of Society 5.0. Quantum computing processing and communications is also likely to be added into the 6G ecosystem with security managed by blockchain orchestration for a robust network.

Inclusive Radio Communications for 5G and Beyond

Author : Claude Oestges
Publisher : Academic Press
ISBN 13 : 0128205822
Total Pages : 396 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Inclusive Radio Communications for 5G and Beyond by : Claude Oestges

Download or read book Inclusive Radio Communications for 5G and Beyond written by Claude Oestges and published by Academic Press. This book was released on 2021-05-18 with total page 396 pages. Available in PDF, EPUB and Kindle. Book excerpt: Inclusive Radio Communication Networks for 5G and Beyond is based on the COST IRACON project that consists of 500 researchers from academia and industry, with 120 institutions from Europe, US and the Far East involved. The book presents state-of-the-art design and analysis methods for 5G (and beyond) radio communication networks, along with key challenges and issues related to the development of 5G networks. Covers the latest research on 5G networks – including propagation, localization, IoT and radio channels Based on the International COST research project, IRACON, with 120 institutions and 500 researchers from Europe, US and the Far East involved Provides coverage of IoT protocols, architectures and applications, along with IoT applications in healthcare Contains a concluding chapter on future trends in mobile communications and networking

Fundamentals of Massive MIMO

Author : Thomas L. Marzetta
Publisher : Cambridge University Press
ISBN 13 : 1316813088
Total Pages : 240 pages
Book Rating : 4.3/5 (168 download)

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Book Synopsis Fundamentals of Massive MIMO by : Thomas L. Marzetta

Download or read book Fundamentals of Massive MIMO written by Thomas L. Marzetta and published by Cambridge University Press. This book was released on 2016-11-17 with total page 240 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by pioneers of the concept, this is the first complete guide to the physical and engineering principles of Massive MIMO. Assuming only a basic background in communications and statistical signal processing, it will guide readers through key topics in multi-cell systems such as propagation modeling, multiplexing and de-multiplexing, channel estimation, power control, and performance evaluation. The authors' unique capacity-bounding approach will enable readers to carry out effective system performance analyses and develop advanced Massive MIMO techniques and algorithms. Numerous case studies, as well as problem sets and solutions accompanying the book online, will help readers put knowledge into practice and acquire the skill set needed to design and analyze complex wireless communication systems. Whether you are a graduate student, researcher, or industry professional working in the field of wireless communications, this will be an indispensable guide for years to come.

Network Slicing for 5G and Beyond Networks

Author : S. M. Ahsan Kazmi
Publisher : Springer
ISBN 13 : 3030161706
Total Pages : 148 pages
Book Rating : 4.0/5 (31 download)

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Book Synopsis Network Slicing for 5G and Beyond Networks by : S. M. Ahsan Kazmi

Download or read book Network Slicing for 5G and Beyond Networks written by S. M. Ahsan Kazmi and published by Springer. This book was released on 2019-05-14 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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

Moving Broadband Mobile Communications Forward

Author : Abdelfatteh Haidine
Publisher : BoD – Books on Demand
ISBN 13 : 1839623438
Total Pages : 148 pages
Book Rating : 4.8/5 (396 download)

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Book Synopsis Moving Broadband Mobile Communications Forward by : Abdelfatteh Haidine

Download or read book Moving Broadband Mobile Communications Forward written by Abdelfatteh Haidine and published by BoD – Books on Demand. This book was released on 2021-08-18 with total page 148 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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).

5G and Beyond

Author : Parag Chatterjee
Publisher : CRC Press
ISBN 13 : 1000531856
Total Pages : 244 pages
Book Rating : 4.0/5 (5 download)

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Book Synopsis 5G and Beyond by : Parag Chatterjee

Download or read book 5G and Beyond written by Parag Chatterjee and published by CRC Press. This book was released on 2022-05-11 with total page 244 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Internet of Things (IoT) has seen the eventual shift to the "Internet of Everything" in the recent years, unveiling its ubiquitous presence spanning from smart transports to smart healthcare, from smart education to smart shopping. With the 5G rollouts across the different countries of the world, it raises newer perspectives toward the integration of 5G in IoT. For IoT-based smart devices, 5G not only means speed, but also better stability, efficiency, and more secure connectivity. The reach of 5G in IoT is extending in multifarious areas like self-driving vehicles, smart grids for renewable energy, AI-enabled robots on factory floors, intelligent healthcare services . . . The endless list is the real future of 5G in IoT. Features: Fundamental and applied perspectives to 5G integration in IoT Transdisciplinary vision with aspects of Artificial Intelligence, Industry 4.0, and hands-on practice tools Discussion of trending research issues in 5G and IoT As 5G technologies catalyze a paradigm shift in the domain of IoT, this book serves as a reference for the researchers in the field of IoT and 5G, proffering the landscape to the trending aspects as well as the key topics of discussion in the years to come.

Virtualizing 5G and Beyond 5G Mobile Network

Author : Larry J. Horner
Publisher : Artech House
ISBN 13 : 163081931X
Total Pages : 341 pages
Book Rating : 4.6/5 (38 download)

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Book Synopsis Virtualizing 5G and Beyond 5G Mobile Network by : Larry J. Horner

Download or read book Virtualizing 5G and Beyond 5G Mobile Network written by Larry J. Horner and published by Artech House. This book was released on 2023-04-30 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fifth generation (5G) mobile network brings significant new capacity and opportunity to network operators while also creating new challenges and additional pressure to build and operate networks differently. The transformation to 5G mobile networks creates the opportunity to virtualize significant portions of the radio access (RAN) and network core, allowing operators to better compete with over-the-top and hyperscaler offerings. This book covers the business and technical areas of virtualization that enable the transformation and innovation that today’s operators are seeking. It identifies forward-looking gaps where the technology continues to develop, specifically packet acceleration and timing requirements, which today are still not fully virtualized. The book shows you the operational and support considerations, development and lifecycle management, business implications, and vendor-team dynamics involved in deploying a virtualized network. Packed with key concepts of virtualization that solve a broad array of problems, this is an essential reference for those entering this technical domain, those that are going to build and operate these networks, and those that are seeking to learn more about the telecom network. It illustrates why you just can’t do it all in the cloud today.

Networks Attack Detection on 5G Networks using Data Mining Techniques

Author : Sagar Dhanraj Pande
Publisher : CRC Press
ISBN 13 : 1040016480
Total Pages : 216 pages
Book Rating : 4.0/5 (4 download)

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Book Synopsis Networks Attack Detection on 5G Networks using Data Mining Techniques by : Sagar Dhanraj Pande

Download or read book Networks Attack Detection on 5G Networks using Data Mining Techniques written by Sagar Dhanraj Pande and published by CRC Press. This book was released on 2024-04-23 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial intelligence (AI) and its applications have risen to prominence as one of the most active study areas in recent years. In recent years, a rising number of AI applications have been applied in a variety of areas. Agriculture, transportation, medicine, and health are all being transformed by AI technology. The Internet of Things (IoT) market is thriving, having a significant impact on a wide variety of industries and applications, including e-health care, smart cities, smart transportation, and industrial engineering. Recent breakthroughs in artificial intelligence and machine learning techniques have reshaped various aspects of artificial vision, considerably improving the state of the art for artificial vision systems across a broad range of high-level tasks. As a result, several innovations and studies are being conducted to improve the performance and productivity of IoT devices across multiple industries using machine learning and artificial intelligence. Security is a primary consideration when analyzing the next generation communication network due to the rapid advancement of technology. Additionally, data analytics, deep intelligence, deep learning, cloud computing, and intelligent solutions are being employed in medical, agricultural, industrial, and health care systems that are based on the Internet of Things. This book will look at cutting-edge Network Attacks and Security solutions that employ intelligent data processing and Machine Learning (ML) methods. This book: Covers emerging technologies of network attacks and management aspects Presents artificial intelligence techniques for networks and resource optimization, and toward network automation, and security Showcases recent industrial and technological aspects of next-generation networks Illustrates artificial intelligence techniques to mitigate cyber-attacks, authentication, and authorization challenges Explains smart, and real-time monitoring services, multimedia, cloud computing, and information processing methodologies in 5G networks It is primarily for senior undergraduates, graduate students and academic researchers in the fields of electrical engineering, electronics and communication engineering, computer engineering, and information technology

mmWave Massive MIMO

Author : Shahid Mumtaz
Publisher : Academic Press
ISBN 13 : 0128044780
Total Pages : 372 pages
Book Rating : 4.1/5 (28 download)

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Book Synopsis mmWave Massive MIMO by : Shahid Mumtaz

Download or read book mmWave Massive MIMO written by Shahid Mumtaz and published by Academic Press. This book was released on 2016-12-02 with total page 372 pages. Available in PDF, EPUB and Kindle. Book excerpt: mmWave Massive MIMO: A Paradigm for 5G is the first book of its kind to hinge together related discussions on mmWave and Massive MIMO under the umbrella of 5G networks. New networking scenarios are identified, along with fundamental design requirements for mmWave Massive MIMO networks from an architectural and practical perspective. Working towards final deployment, this book updates the research community on the current mmWave Massive MIMO roadmap, taking into account the future emerging technologies emanating from 3GPP/IEEE. The book's editors draw on their vast experience in international research on the forefront of the mmWave Massive MIMO research arena and standardization. This book aims to talk openly about the topic, and will serve as a useful reference not only for postgraduates students to learn more on this evolving field, but also as inspiration for mobile communication researchers who want to make further innovative strides in the field to mark their legacy in the 5G arena. Contains tutorials on the basics of mmWave and Massive MIMO Identifies new 5G networking scenarios, along with design requirements from an architectural and practical perspective Details the latest updates on the evolution of the mmWave Massive MIMO roadmap, considering future emerging technologies emanating from 3GPP/IEEE Includes contributions from leading experts in the field in modeling and prototype design for mmWave Massive MIMO design Presents an ideal reference that not only helps postgraduate students learn more in this evolving field, but also inspires mobile communication researchers towards further innovation