Ai For Wireless Physical Layer
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Ai For Wireless Physical Layer
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Author : Long Zhao
language : en
Publisher: Springer Nature
Release Date : 2025-10-02
Ai For Wireless Physical Layer written by Long Zhao and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-10-02 with Computers categories.
The authors present research results on AI for wireless physical layer. Both the typical applications and model design for intelligent physical-layer communication are addressed. Along with a review of the literatures, the authors first present the integration of artificial intelligence (AI) and communication for sixth generation (6G) network or future communication networks. The authors also introduce the typic applications of AI on physical-layer technology, i.e., channel estimation and interpolation, the intelligent CSI feedback and precoding technologies for FDD and TDD systems, respectively, beam management for cell coverage. Finally, this SpringerBrief discusses future research directions. The authors believe the example mechanisms and demonstration of AI-based physical-layer communication and related findings could reveal useful insights for the application of AI on wireless network and spur. It’s a new line of thinking for the performance improvement of future communication networks. This SpringerBrief targets advanced-level students majoring in the areas of communication engineering, information engineering, intelligent science, computer science, engineering and electrical engineering professionals and researchers seeking AI-based solutions for 6G physical-layer communications will also find this book a useful resource.
Ai And Ml Techniques In Iot Based Communication
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Author : Sumita Mishra
language : en
Publisher: John Wiley & Sons
Release Date : 2025-12-11
Ai And Ml Techniques In Iot Based Communication written by Sumita Mishra 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 2025-12-11 with Computers categories.
An insightful and up-to-date discussion of how to use contemporary IoT and AI technology to advance sustainable development initiatives In AI and ML Techniques in IoT-based Communication: A Path to Sustainable Development Goals, a team of distinguished editors presents an astute discussion of the importance of connected devices and intelligent algorithms in the generation of innovative solutions to global challenges. The book explains how to exploit the synergy between Internet of Things (IoT) and artificial intelligence (AI) technologies to further the United Nations’ Sustainable Development Goals (SDGs). Readers will learn how to enable smarter, data-driven approaches to difficult global problems, including climate change, inadequate health care delivery, and energy inefficiency. Expert contributors explore emerging trends, potential pitfalls, and likely future developments in IoT, AI, and machine learning (ML) in sustainable development. Additional topics include: A thorough introduction to IoT communication protocols and standards relevant to sustainable development Comprehensive explorations of artificial intelligence and machine learning techniques for enhancing IoT-based communication Practical discussions of water resource and energy management, sustainable agriculture, and sustainable transportation and logistics Complete treatments of AI-driven communication optimization for sustainability Perfect for academics, researchers, industry practitioners, and policymakers with an interest in IoT, AI, ML, and their applications to sustainable development, AI and ML Techniques in IoT-based Communication will also benefit professionals working at non-profit and non-governmental organizations focused on advancing sustainable development initiatives.
Artificial Intelligence For 6g
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Author : Haesik Kim
language : en
Publisher: Springer Nature
Release Date : 2022-03-29
Artificial Intelligence For 6g written by Haesik Kim and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-03-29 with Technology & Engineering categories.
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.
Key Technologies For The 6g Air Interface
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Author : Yifei Yuan
language : en
Publisher: Elsevier
Release Date : 2025-01-31
Key Technologies For The 6g Air Interface written by Yifei Yuan and has been published by Elsevier this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-01-31 with Technology & Engineering categories.
Key Technologies for the 6G Air Interface is an up-to-date reference, providing comprehensive, systematic, and in-depth descriptions of the enabling technologies for the 6G air interface. It includes recent advances, potential future developments, and associated specifications and standards.Simulations and quantitative analyses are used to provide a comprehensive understanding of the performance potential of candidate technologies and their implementation impacts.Recent breakthroughs in fields such as information theory and multi-antenna technology are explained which enables readers to grasp the potential major technology revolution expected for the 6G air interface. Researchers working toward the 6G time frame, industry analysts, governments, and investors monitoring the migration of the mobile industry from 5G to 6G will gain insights from the discussions of the rapid technological developments that are expected, the challenges, the potential for future applications and opportunities, and the balance of innovation and feasibility. - Provides a timely (given the 6G specifications and standards that begin in 2025) and systematic overview of key enabling technologies for the 6G air interface - Includes a discussion of potential future developments that takes account of the balance between innovation and feasibility which is of key importance to researchers focusing on technologies and theoretical work - Focuses on air interface technologies and the hardware designs and implementations of various new materials and devices that will be utilized in 5G and 6G
Ai Powered Security
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Author : Anasooya Khanna
language : en
Publisher: Educohack Press
Release Date : 2025-02-20
Ai Powered Security written by Anasooya Khanna and has been published by Educohack Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-02-20 with Computers categories.
Step into the future of security with "AI-Powered Security: Advanced Safeguarding." Our book takes you on an enlightening journey through the intersection of artificial intelligence and the critical realm of security. This comprehensive guide unveils how AI is transforming security protocols, offering a proactive defense strategy to anticipate and mitigate risks in real time. As our interconnected world faces evolving cyber threats, the need for dynamic, intelligent defense mechanisms becomes paramount. We explore how AI revolutionizes security with machine learning algorithms and neural networks that detect anomalies, analyze threats, and forecast potential risks. Real-world case studies highlight practical applications across various sectors, from critical infrastructures to financial systems, providing actionable insights for security professionals and decision-makers. Ethics stand at the forefront of our exploration, addressing the ethical considerations of deploying intelligent systems. We foster a dialogue on responsible AI use, ensuring privacy, bias, and accountability standards are met. "AI-Powered Security" is not just a manual but a guide for embracing the future of security. Whether you're a security professional, technologist, or enthusiast, this book offers a holistic understanding of AI's role in safeguarding our digital frontiers, ensuring a resilient and secure future.
Hardware Security Challenges And Solutions
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Author : Ashutosh Mishra
language : en
Publisher: Springer Nature
Release Date : 2025-03-03
Hardware Security Challenges And Solutions written by Ashutosh Mishra and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-03-03 with Technology & Engineering categories.
This book provides a comprehensive overview of hardware security challenges and solutions, making it an essential resource for engineers, researchers, and students in the field. The authors cover a wide range of topics, from hardware design and implementation to attack models and countermeasures. They delve into the latest research and industry practices in the field, including techniques for secure chip design, hardware Trojan detection, side-channel attack mitigation, the threats and vulnerabilities facing modern hardware, the design and implementation of secure hardware, and the latest techniques for testing and verifying the security of hardware systems. The book also covers emerging technologies such as quantum computing and the Internet of Things, and their impact on hardware security. With its practical approach and extensive coverage of the subject, this book is an ideal reference for anyone working in the hardware security industry.
A Primer On Physical Layer Network Coding
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Author : Soung Chang Liew
language : en
Publisher: Springer Nature
Release Date : 2022-05-31
A Primer On Physical Layer Network Coding written by Soung Chang Liew and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-05-31 with Computers categories.
The concept of physical-layer network coding (PNC) was proposed in 2006 for application in wireless networks. Since then it has developed into a subfield of communications and networking with a wide following. This book is a primer on PNC. It is the outcome of a set of lecture notes for a course for beginning graduate students at The Chinese University of Hong Kong. The target audience is expected to have some prior background knowledge in communication theory and wireless communications, but not working knowledge at the research level. Indeed, a goal of this book/course is to allow the reader to gain a deeper appreciation of the various nuances of wireless communications and networking by focusing on problems arising from the study of PNC. Specifically, we introduce the tools and techniques needed to solve problems in PNC, and many of these tools and techniques are drawn from the more general disciplines of signal processing, communications, and networking: PNC is used as a pivot to learn about the fundamentals of signal processing techniques and wireless communications in general. We feel that such a problem-centric approach will give the reader a more in-depth understanding of these disciplines and allow him/her to see first-hand how the techniques of these disciplines can be applied to solve real research problems. As a primer, this book does not cover many advanced materials related to PNC. PNC is an active research field and many new results will no doubt be forthcoming in the near future. We believe that this book will provide a good contextual framework for the interpretation of these advanced results should the reader decide to probe further into the field of PNC.
Integrated Services In Wireless Networks With Jointly Designed Physical Data And Network Layers
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Author : Anastasios Stamoulis
language : en
Publisher:
Release Date : 2000
Integrated Services In Wireless Networks With Jointly Designed Physical Data And Network Layers written by Anastasios Stamoulis and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with categories.
Applications Of Artificial Intelligence In Wireless Communication Systems
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Author : Kumar, Karan
language : en
Publisher: IGI Global
Release Date : 2023-06-05
Applications Of Artificial Intelligence In Wireless Communication Systems written by Kumar, Karan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-05 with Technology & Engineering categories.
The application of artificial intelligence technology to 5G wireless communications is now appropriate to address the design of optimized physical layers, complicated decision-making, network management, and resource optimization tasks within networks. In exploring 5G wireless technologies and communication systems, artificial intelligence is a powerful tool and a research topic with numerous potential fields of application that require further study. Applications of Artificial Intelligence in Wireless Communication Systems explores the applications of artificial intelligence for the optimization of wireless communication systems, including channel models, channel state estimation, beamforming, codebook design, signal processing, and more. Covering key topics such as neural networks, deep learning, and wireless systems, this reference work is ideal for computer scientists, industry professionals, researchers, academicians, scholars, practitioners, instructors, and students.
Analytical Modeling Of Medium Access Control Protocols In Wireless Networks
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Author : Marcelo Menezes Carvalho
language : en
Publisher:
Release Date : 2006
Analytical Modeling Of Medium Access Control Protocols In Wireless Networks written by Marcelo Menezes Carvalho and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006 with categories.
A new modeling framework is introduced for the analytical study of medium access control (MAC) protocols operating in multihop wireless ad hoc networks, i.e., wireless networks characterized by the lack of any pre-existent infrastructure and where participating devices must cooperatively provide the basic functionalities that are common to any computer network. The proposed modeling framework focuses on the interactions between the physical (PHY) and MAC layers, and on the impact that each node has on the dynamics of every other node in the network. To account for the effects of both cross-layer interactions and the interference among all nodes, a novel linear model is introduced with which topology and PHY/MAC-layer aspects are naturally incorporated in what we define as interference matrices. A key feature of the model is that nodes can be modeled individually, i.e., it allows a per-node setup of many layer-specific parameters. Moreover, no spatial probability distribution or special arrangement of nodes is assumed; the model allows the computation of individual (per-node) performance metrics for any given network topology and radio channel model.