Federated Learning Over Wireless Edge Networks, Lim
Автор: Shen Xuemin (Sherman), Lin Xiaodong, Zhang Kuan Название: Encyclopedia of Wireless Networks ISBN: 3319782614 ISBN-13(EAN): 9783319782614 Издательство: Springer Рейтинг: Цена: 1583880.00 T Наличие на складе: Поставка под заказ. Описание: Editor: Song GuoCellular Network, 2G/3G Network, 4G/LTE Network | Editor: Wei Quan Game Theory in Wireless Network | Editor: Phone LinInterworking Heterogeneous Wireless Network | Editor: Zhi LiuWireless Body Area Network and e-healthcare | Editors: Haojin Zhu, Jian ShenWireless Sensor Network |
Автор: Habib M. Ammari Название: Theory and Practice of Wireless Sensor Networks: Cover, Sense, and Inform ISBN: 3031078225 ISBN-13(EAN): 9783031078224 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Поставка под заказ. Описание: This book aims at developing a reader’s thorough understanding of the challenges and opportunities of two categories of networks, namely k-covered wireless sensor networks and k-barrier covered wireless sensor networks. It presents a variety of theoretical studies based on percolation theory, convexity theory, and applied computational geometry, as well as the algorithms and protocols that are essential to their design, analysis, and development. Particularly, this book focuses on the cover, sense, and inform (CSI) paradigm with a goal to build a unified framework, where connected k-coverage (or k-barrier coverage), sensor scheduling, and geographic data forwarding, gathering, and delivery are jointly considered. It provides the interested reader with a fine study of the above networks, which can be covered in introductory and advanced courses on wireless sensor networks. This book is useful to senior undergraduate and graduate students in computer science, computer engineering, electrical engineering, information science, information technology, mathematics, and any related discipline. Also, it is of interest to computer scientists, researchers, and practitioners in academia and industry with interest in these two networks from their deployment until data gathering and delivery.
Автор: Jondhale Satish R., Maheswar R., Lloret Jaime Название: Received Signal Strength Based Target Localization and Tracking Using Wireless Sensor Networks ISBN: 3030740609 ISBN-13(EAN): 9783030740603 Издательство: Springer Рейтинг: Цена: 130430.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book briefly summarizes the current state of the art technologies and solutions for location and tracking (L&T) in wireless sensor networks (WSN), focusing on RSS-based schemes.
Автор: Matin M.A. Название: A Glimpse Beyond 5G in Wireless Networks ISBN: 303113785X ISBN-13(EAN): 9783031137853 Издательство: Springer Рейтинг: Цена: 149060.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: 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.
Автор: Ghafoor Saim, Rehmani Mubashir Husain, Davy Alan Название: Next Generation Wireless Terahertz Communication Networks ISBN: 036743072X ISBN-13(EAN): 9780367430726 Издательство: Taylor&Francis Рейтинг: Цена: 122490.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book covers the state-of-the-art literature and survey on different communication aspects of Terahertz band communication networks from channel model to network layer operations and also cover the novel techniques and protocols to address the challenges for different Terahertz applications.
Автор: Lim Название: Federated Learning Over Wireless Edge Networks ISBN: 3031078403 ISBN-13(EAN): 9783031078408 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book first presents a tutorial on Federated Learning (FL) and its role in enabling Edge Intelligence over wireless edge networks. This provides readers with a concise introduction to the challenges and state-of-the-art approaches towards implementing FL over the wireless edge network. Then, in consideration of resource heterogeneity at the network edge, the authors provide multifaceted solutions at the intersection of network economics, game theory, and machine learning towards improving the efficiency of resource allocation for FL over the wireless edge networks. A clear understanding of such issues and the presented theoretical studies will serve to guide practitioners and researchers in implementing resource-efficient FL systems and solving the open issues in FL respectively.
Автор: Hong Choong Seon, Khan Latif U., Chen Mingzhe Название: Federated Learning for Wireless Networks ISBN: 9811649626 ISBN-13(EAN): 9789811649622 Издательство: Springer Рейтинг: Цена: 149060.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: It is divided into three main parts: The first part briefly discusses the fundamentals of FL for wireless networks, while the second part comprehensively examines the design and analysis of wireless FL, covering resource optimization, incentive mechanism, security and privacy.
Автор: Hanane Fathi; Shyam S. Chakraborty; Ramjee Prasad Название: Voice over IP in Wireless Heterogeneous Networks ISBN: 9048176832 ISBN-13(EAN): 9789048176830 Издательство: Springer Рейтинг: Цена: 130430.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: The focus of this book is on mechanisms that affect the VoIP user satisfaction while not explicitly involved in the media session. The book thus investigates and proposes cross-layer techniques for realizing time-efficient control mechanisms for VoIP.
Автор: Hu Название: Multimedia over Cognitive Radio Networks ISBN: 1138034010 ISBN-13(EAN): 9781138034013 Издательство: Taylor&Francis Рейтинг: Цена: 50010.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
With nearly 7 billion mobile phone subscriptions worldwide, mobility and computing have become pervasive in our society and business. Moreover, new mobile multimedia communication services are challenging telecommunication operators. To support the significant increase in multimedia traffic--especially video--over wireless networks, new technological infrastructure must be created. Cognitive Radio Networks (CRNs) are widely regarded as one of the most promising technologies for future wireless communications. This book explains how to efficiently deliver video, audio, and other data over CRNs.
Covering advanced algorithms, protocols, and hardware-/software-based experiments, this book describes how to encode video in a prioritized way to send to dynamic radio links. It discusses different FEC codes for video reliability and explains how different machine learning algorithms can be used for video quality control. It also explains how to use readily available software tools to build a CRN simulation model.
This book explains both theoretical and experimental designs. It describes how universal software radio peripheral (USRP) boards can be used for real-time, high-resolution video transmission. It also discusses how a USRP board can sense the spectrum dynamics and how it can be controlled by GNU Radio software. A separate chapter discusses how the network simulator ns-2 can be used to build a simulated CRN platform.
Автор: Ouyang Название: Mining Over Air: Wireless Communication Networks Analytics ISBN: 3319923110 ISBN-13(EAN): 9783319923116 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book introduces the concepts, applications and development of data science in the telecommunications industry by focusing on advanced machine learning and data mining methodologies in the wireless networks domain.
Название: Advanced Video Communications over Wireless Networks ISBN: 1138072907 ISBN-13(EAN): 9781138072909 Издательство: Taylor&Francis Рейтинг: Цена: 64300.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание:
Wireless video communications encompass a broad range of issues and opportunities that serve as the catalyst for technical innovations. To disseminate the most recent advances in this challenging yet exciting field, Advanced Video Communications over Wireless Networks provides an in-depth look at the fundamentals, recent technical achievements, challenges, and emerging trends in mobile and wireless video communications.
The editors have carefully selected a panel of researchers with expertise in diverse aspects of wireless video communication to cover a wide spectrum of topics, including the underlying theoretical fundamentals associated with wireless video communications, the transmission schemes tailored to mobile and wireless networks, quality metrics, the architectures of practical systems, as well as some novel directions. They address future directions, including Quality-of-Experience in wireless video communications, video communications over future networks, and 3D video communications.
The book presents a collection of tutorials, surveys, and original contributions, providing an up-to-date, accessible reference for further development of research and applications in mobile and wireless video communication systems. The range of coverage and depth of expertise make this book the go-to resource for facing current and future challenges in this field.
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