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Showing 1 - 12 of 25 results for “zhu han”
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  • Mean Field Guided Machine Learning

    by Yuhan Kang, Hao Gao, Zhu Han ...
    Series series Computer Science (R0)
    This book explores the integration of Mean Field Game (MFG) theory with machine learning (ML), presenting both theoretical foundations and practical applications. Drawing from extensive research, it provides insights into how MFG can improve various ML techniques, including supervised learning, reinforcement learning, and federated learning.MFG theory and ML are converging to address critical ... Read more

    $161.09 USD

  • Cryptoeconomics

    Economic Mechanisms Behind Blockchains

    by Jing Li, Dusit Niyato, Zhu Han ...
    The book offers a succinct overview of the technical components of blockchain networks, also known as distributed digital ledger networks. Written from an academic perspective, it surveys ongoing research challenges as well as existing literature. Several chapters illustrate how the mathematical tools of game theory and algorithmic mechanism design can be applied to the analysis, design, and ... Read more

    $116.49 USD

  • Aerial Access Networks

    Integration of UAVs, HAPs, and Satellites

    by Lingyang Song, Boya Di, Hongliang Zhang, Zhu Han ...
    This book provides the state-of-the-art research on aerial communications coexisting with terrestrial networks from physical, MAC, network, and application layer perspectives. It includes thorough discussion of control issues, access techniques and resource sharing between cellular communication and aerial communications to accommodate larger volumes of traffic and to provide better service to ... Read more

    $133.69 USD

  • Mean Field Game and its Applications in Wireless Networks

    by Reginald A. Banez, Lixin Li, Chungang Yang, Zhu Han ...
    Series series Computer Science (R0)
    This book covers the basic theory of mean field game (MFG) and its applications in wireless networks. It starts with an overview of the current and future state-of-the-art in 5G and 6G wireless networks. Then, a tutorial is presented for MFG, mean-field-type game (MFTG), and prerequisite fields of study such as optimal control theory and differential games. This book also includes a literature ... Read more

    $116.09 USD

  • Federated Learning for Wireless Networks

    by Choong Seon Hong, Latif U. Khan, Mingzhe Chen, Dawei Chen, Walid Saad, Zhu Han ...
    Series series Computer Science (R0)
    Recently machine learning schemes have attained significant attention as key enablers for next-generation wireless systems. Currently, wireless systems are mostly using machine learning schemes that are based on centralizing the training and inference processes by migrating the end-devices data to a third party centralized location. However, these schemes lead to end-devices privacy leakage. To ... Read more

    $152.09 USD

  • Reconfigurable Intelligent Surface-Empowered 6G

    by Hongliang Zhang, Boya Di, Lingyang Song, Zhu Han ...
    Series series Computer Science (R0)
    This book presents novel RIS-Based Smart Radio techniques, targeting at achieving high-quality channel links in cellular communications via design and optimization of the RIS construction. Unlike traditional antenna arrays, three unique characteristics of the RIS will be revealed in this book. First, the built-in programmable configuration of the RIS enables analog beamforming inherently without ... Read more

    $170.09 USD

  • Statistical Inversion of Electromagnetic Logging Data

    by Qiuyang Shen, Jiefu Chen, Xuqing Wu, Yueqin Huang, Zhu Han ...
    Series series Energy (R0)
    This book presents a comprehensive introduction to well logging and the inverse problem. It explores challenges such as conventional data processing methods’ inability to handle local minima issues, and presents the explanations in an easy-to-follow way.The book describes statistical data interpretation by introducing the fundamentals behind the approach, as well as a range of sampling methods. In ... Read more

    $49.49 USD

  • Auction Theory for Computer Networks

    by Dusit Niyato, Nguyen Cong Luong, Ping Wang, Zhu Han ...
    Do you have the tools to address recent challenges and problems in modern computer networks? Discover a unified view of auction theoretic applications and develop auction models, solution concepts, and algorithms with this multidisciplinary review. Devise distributed, dynamic, and adaptive algorithms for ensuring robust network operation over time-varying and heterogeneous environments, and for ... Read more

    $106.59 USD

  • Unmanned Aerial Vehicle Applications over Cellular Networks for 5G and Beyond

    by Hongliang Zhang, Lingyang Song, Zhu Han ...
    Series series Engineering (R0)
    This book discusses how to plan the time-variant placements of the UAVs served as base station (BS)/relay, which is very challenging due to the complicated 3D propagation environments, as well as many other practical constraints such as power and flying speed. Spectrum sharing with existing cellular networks is also investigated in this book. The emerging unmanned aerial vehicles (UAVs) have been ... Read more

    $116.09 USD

  • Game Theory for Next Generation Wireless and Communication Networks

    Modeling, Analysis, and Design

    by Zhu Han, Dusit Niyato, Walid Saad, Tamer Başar ...
    Discover the very latest game-theoretic approaches for designing, modeling, and optimizing emerging wireless communication networks and systems with this unique text. Providing a unified and comprehensive treatment throughout, it explains basic concepts and theories for designing novel distributed wireless networking mechanisms, describes emerging game-theoretic tools from an engineering ... Read more

    $106.59 USD

  • Big Data Privacy Preservation for Cyber-Physical Systems

    by Miao Pan, Jingyi Wang, Sai Mounika Errapotu, Xinyue Zhang, Jiahao Ding, Zhu Han ...
    Series series Engineering (R0)
    This SpringerBrief mainly focuses on effective big data analytics for CPS, and addresses the privacy issues that arise on various CPS applications. The authors develop a series of privacy preserving data analytic and processing methodologies through data driven optimization based on applied cryptographic techniques and differential privacy in this brief. This brief also focuses on effectively ... Read more

    $49.49 USD

  • Wireless Device-to-Device Communications and Networks

    by Lingyang Song, Dusit Niyato, Zhu Han, Ekram Hossain ...
    Covering the fundamental theory together with the state of the art in research and development, this practical guide provides the techniques needed to design, analyze, and optimize device-to-device (D2D) communications in wireless networking. With an ever-increasing demand for higher data rate wireless access, D2D communication is set to become a key feature supported by next generation cellular ... Read more

    $90.19 USD