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Author : Sergio Barbarossa
Publisher :
ISBN 13 : 9788894982480
Total Pages : 211 pages
Book Rating : 4.83/5 ( download)
Download or read book Machine Learning and 5g/6g Networks: Interplay and Synergies written by Sergio Barbarossa and published by . This book was released on 2021 with total page 211 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Dragorad A. Milovanovic
Publisher : CRC Press
ISBN 13 : 1000851494
Total Pages : 503 pages
Book Rating : 4.96/5 ( download)
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.
Author : Deepak Gupta
Publisher : John Wiley & Sons
ISBN 13 : 1119812712
Total Pages : 180 pages
Book Rating : 4.15/5 ( download)
Download or read book AI-Enabled 6G Networks and Applications written by Deepak Gupta and published by John Wiley & Sons. This book was released on 2022-12-02 with total page 180 pages. Available in PDF, EPUB and Kindle. Book excerpt: AI-ENABLED 6G NETWORKS AND APPLICATIONS Provides authoritative guidance on utilizing AI techniques in 6G network design and optimization Written and edited by active researchers, this book covers hypotheses and practical considerations and provides insights into the design of evolutionary AI algorithms for 6G networks, with focus on network transparency, interpretability and simulatability for vehicular networks, space systems, surveillance systems and their usages in different emerging engineering fields. AI-Enabled 6G Networks and Applications includes a review of AI techniques for 6G Networks and will focus on deployment of AI techniques to efficiently and effectively optimize the network performance, including AI-empowered mobile edge computing, intelligent mobility and handover management, and smart spectrum management. This book includes the design of a set of evolutionary AI hybrid algorithms with communication protocols, showing how to use them in practice to solve problems relating to vehicular networks, aerial networks, and communication networks. Reviews various types of AI techniques such as AI-empowered mobile edge computing, intelligent handover management, and smart spectrum management Describes how AI techniques manage computation efficiency, algorithm robustness, hardware development, and energy management Identifies and provides solutions to problems in current 4G/5G networks and emergent 6G architectures Discusses privacy and security issues in IoT-enabled 6G Networks Examines the use of machine learning to achieve closed-loop optimization and intelligent wireless communication AI-Enabled 6G Networks and Applications is an essential reference guide to advanced hybrid computational intelligence methods for 6G supportive networks and protocols, suitable for graduate students and researchers in network forensics and optimization, computer science, and engineering.
Author : Andreas Pitsillides
Publisher :
ISBN 13 : 9781032744353
Total Pages : 0 pages
Book Rating : 4.59/5 ( download)
Download or read book Distributed Artificial Intelligence for 5G/6G Communications written by Andreas Pitsillides and published by . This book was released on 2024-12-16 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Moses John Strydom
Publisher : Engineering Science Reference
ISBN 13 : 9781799849698
Total Pages : 300 pages
Book Rating : 4.94/5 ( download)
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.
Author : Haesik Kim
Publisher : Springer
ISBN 13 : 9783030950408
Total Pages : 525 pages
Book Rating : 4.09/5 ( download)
Download or read book Artificial Intelligence for 6G written by Haesik Kim and published by Springer. This book was released on 2022-04-12 with total page 525 pages. Available in PDF, EPUB and Kindle. Book excerpt: This textbook introduces Artificial Intelligence (AI) techniques for wireless communications and networks, helping readers to find solutions for communications and network problems using AI. Artificial Intelligence for 6G introduces, in a step-by-step manner, AI techniques such as: unsupervised learning; supervised learning; reinforcement learning; and deep learning. It explains how these techniques can be used for wireless communications and network systems, particularly in designing and optimizing 6G networks. This book is at the forefront of 6G research, and will be of interest internationally, to graduate students, academics, engineers, and developers who are focused on future development of network systems and mobile communications.
Author : Mangesh M. Ghonge
Publisher : CRC Press
ISBN 13 : 9781003175155
Total Pages : 0 pages
Book Rating : 4.55/5 ( download)
Download or read book Future Trends in 5G And 6G written by Mangesh M. Ghonge and published by CRC Press. This book was released on 2021 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers a comprehensive overview of basic communication and networking technologies. It focuses on emerging technologies, such as Software-Defined Network (SDN)-based ad hoc networks, 5G, Machine Learning, and Deep Learning solutions for communication and networking, Cloud Computing, etc. It also includes discussions on practical and innovative applications, including Network Security, Smart Cities, e-health, and Intelligent Systems. Future Trends in 5G and 6G: Challenges, Architecture, and Applications addresses several key issues in SDN energy-efficient systems, the Internet of Things, Big Data, Cloud Computing and Virtualization, Machine Learning, Deep Learning, Cryptography, and 6G wireless technology and its future. It provides students, researchers, and practicing engineers with an expert guide to the fundamental concepts, challenges, architecture, applications, and state-of-the-art developments in communication and networking.
Author : Sushruta Mishra
Publisher : Springer Nature
ISBN 13 : 9811910766
Total Pages : 503 pages
Book Rating : 4.60/5 ( download)
Download or read book Augmented Intelligence in Healthcare: A Pragmatic and Integrated Analysis written by Sushruta Mishra and published by Springer Nature. This book was released on 2022-04-19 with total page 503 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book discusses how augmented intelligence can increase the efficiency and speed of diagnosis in healthcare organizations. The concept of augmented intelligence can reflect the enhanced capabilities of human decision-making in clinical settings when augmented with computation systems and methods. It includes real-life case studies highlighting impact of augmented intelligence in health care. The book offers a guided tour of computational intelligence algorithms, architecture design, and applications of learning in healthcare challenges. It presents a variety of techniques designed to represent, enhance, and empower multi-disciplinary and multi-institutional machine learning research in healthcare informatics. It also presents specific applications of augmented intelligence in health care, and architectural models and frameworks-based augmented solutions.
Author : Singh, Chandra
Publisher : IGI Global
ISBN 13 :
Total Pages : 551 pages
Book Rating : 4.45/5 ( download)
Download or read book Drone Applications for Industry 5.0 written by Singh, Chandra and published by IGI Global. This book was released on 2024-06-24 with total page 551 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fusion of drones and Industry 5.0 has emerged as a transformative force, redefining the landscape of industrial progress. Drone Applications for Industry 5.0 reveals the strong connection between drones and Industry 5.0, exploring how they come together to blend human skills with automated precision. As we stand on the horizon of the fifth industrial revolution, Industry 5.0 uniquely celebrates the return of the human touch, harmonizing the strengths of machines with human intuition and empathy. Drones play a pivotal role in shaping this evolutionary transition. The narrative unfolds against the backdrop of historical industrial revolutions, each marked by radical transformations. Unlike its predecessors, Industry 5.0 places humans at the center, emphasizing collaboration with machines. Drones have matured into invaluable instruments with applications spanning manufacturing, agriculture, transportation, and emergency services. Drone Applications for Industry 5.0 embarks on a journey, guiding scholars, researchers, and students through the foundations of Industry 5.0 and the mechanics of drones. It explores practical uses in various fields, offering both theory and practical insights which empowers professionals to fully utilize drones.
Author : Kumar, Rajeev
Publisher : IGI Global
ISBN 13 : 1799897125
Total Pages : 335 pages
Book Rating : 4.25/5 ( download)
Download or read book Advances in Deep Learning Applications for Smart Cities written by Kumar, Rajeev and published by IGI Global. This book was released on 2022-05-13 with total page 335 pages. Available in PDF, EPUB and Kindle. Book excerpt: Within the past decade, technology has grown exponentially, and governments have promoted smart cities. Emerging smart cities have become both crucibles and showrooms for the practical application of the internet of things (IoT), cloud computing, and the integration of big data into everyday life. This complex concoction requires new thinking of the synergistic utilization of deep learning and blockchain methods and data-driven decision making with automation infrastructure, autonomous transportation, and more. Advances in Deep Learning Applications for Smart Cities provides a global perspective on current and future trends concerning the integration of deep learning and blockchain for smart cities. It provides valuable insights on the best practices and success factors for smart cities. Covering topics such as digital healthcare, object detection methods, and power consumption, this book is an excellent reference for researchers, scientists, libraries, industry experts, government organizations, students and educators of higher education, business professionals, communication and marketing agencies, entrepreneurs, and academicians.
