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Federated Learning Over Wireless Edge Networks, Lim


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Цена: 13974.00р.
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При оформлении заказа до: 2025-07-28
Ориентировочная дата поставки: Август-начало Сентября
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Автор: Lim
Название:  Federated Learning Over Wireless Edge Networks
ISBN: 9783031078378
Издательство: Springer
Классификация:



ISBN-10: 3031078373
Обложка/Формат: Hardback
Страницы: 165
Вес: 0.45 кг.
Дата издания: 13.10.2022
Серия: Wireless Networks
Язык: English
Издание: 1st ed. 2022
Иллюстрации: 47 illustrations, color; 4 illustrations, black and white; xv, 165 p. 51 illus., 47 illus. in color.
Размер: 235 x 155
Читательская аудитория: Professional & vocational
Основная тема: Engineering
Ссылка на Издательство: Link
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Поставляется из: Германии
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.
Дополнительное описание: Federated Learning at Mobile Edge Networks: A Tutorial.- Multi-Dimensional Contract Matching Design for Federated Learning in UAV Networks.- Joint Auction-Coalition Formation Framework for UAV-assisted Communication-Efficient Federated Learning.- Evolutio



Theory and Practice of Wireless Sensor Networks: Cover, Sense, and Inform

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: 13974.00 р.
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.

Encyclopedia of Wireless Networks

Автор: Shen Xuemin (Sherman), Lin Xiaodong, Zhang Kuan
Название: Encyclopedia of Wireless Networks
ISBN: 3319782614 ISBN-13(EAN): 9783319782614
Издательство: Springer
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Цена: 237582.00 р.
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 |

Received Signal Strength Based Target Localization and Tracking Using Wireless Sensor Networks

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
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Цена: 19564.00 р.
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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.

A Glimpse Beyond 5G in Wireless Networks

Автор: Matin M.A.
Название: A Glimpse Beyond 5G in Wireless Networks
ISBN: 303113785X ISBN-13(EAN): 9783031137853
Издательство: Springer
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Цена: 22359.00 р.
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.

Energy Efficient Computation Offloading in Mobile Edge Computing

Автор: Chen
Название: Energy Efficient Computation Offloading in Mobile Edge Computing
ISBN: 3031168216 ISBN-13(EAN): 9783031168215
Издательство: Springer
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Цена: 20962.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: This book provides a comprehensive review and in-depth discussion of the state-of-the-art research literature and propose energy-efficient computation offloading and resources management for mobile edge computing (MEC), covering task offloading, channel allocation, frequency scaling and resource scheduling. Since the task arrival process and channel conditions are stochastic and dynamic, the authors first propose an energy efficient dynamic computing offloading scheme to minimize energy consumption and guarantee end devices’ delay performance. To further improve energy efficiency combined with tail energy, the authors present a computation offloading and frequency scaling scheme to jointly deal with the stochastic task allocation and CPU-cycle frequency scaling for minimal energy consumption while guaranteeing the system stability. They also investigate delay-aware and energy-efficient computation offloading in a dynamic MEC system with multiple edge servers, and introduce an end-to-end deep reinforcement learning (DRL) approach to select the best edge server for offloading and allocate the optimal computational resource such that the expected long-term utility is maximized. Finally, the authors study the multi-task computation offloading in multi-access MEC via non-orthogonal multiple access (NOMA) and accounting for the time-varying channel conditions. An online algorithm based on DRL is proposed to efficiently learn the near-optimal offloading solutions. Researchers working in mobile edge computing, task offloading and resource management, as well as advanced level students in electrical and computer engineering, telecommunications, computer science or other related disciplines will find this book useful as a reference. Professionals working within these related fields will also benefit from this book.

Next Generation Wireless Terahertz Communication Networks

Автор: Ghafoor Saim, Rehmani Mubashir Husain, Davy Alan
Название: Next Generation Wireless Terahertz Communication Networks
ISBN: 036743072X ISBN-13(EAN): 9780367430726
Издательство: Taylor&Francis
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Цена: 18374.00 р.
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.

Multimedia over Cognitive Radio Networks

Автор: Hu
Название: Multimedia over Cognitive Radio Networks
ISBN: 1138034010 ISBN-13(EAN): 9781138034013
Издательство: Taylor&Francis
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Цена: 7501.00 р.
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.

Federated Learning Over Wireless Edge Networks

Автор: Lim
Название: Federated Learning Over Wireless Edge Networks
ISBN: 3031078403 ISBN-13(EAN): 9783031078408
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
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.

Federated Learning for Wireless Networks

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: 22359.00 р.
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.

Communication Efficient Federated Learning for Wireless Networks

Автор: Chen
Название: Communication Efficient Federated Learning for Wireless Networks
ISBN: 3031512650 ISBN-13(EAN): 9783031512650
Издательство: Springer
Рейтинг:
Цена: 20962.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Voice over IP in Wireless Heterogeneous Networks

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: 19564.00 р.
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.

Mining Over Air: Wireless Communication Networks Analytics

Автор: Ouyang
Название: Mining Over Air: Wireless Communication Networks Analytics
ISBN: 3319923110 ISBN-13(EAN): 9783319923116
Издательство: Springer
Рейтинг:
Цена: 13974.00 р.
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.


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