Search Results
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Machine Learning Algorithms: Adversarial Robustness in Signal Processing (Wireless Networks)
This book demonstrates the optimal adversarial attacks against several important signal processing algorithms. Through presenting the optimal attacks in wireless sensor networks, array signal processing, principal component analysis, etc, the authors reveal the robustness of the signal processing al... More
Language: ENGCopyright: 2022 -
Mobile Big Data (Wireless Networks)
This book provides a comprehensive picture of mobile big data starting from data sources to mobile data driven applications. Mobile Big Data comprises two main components: an overview of mobile big data, and the case studies based on real-world data recently collected by one of the largest mobile n... More
Language: ENGCopyright: 2018 -
Network Robustness under Large-Scale Attacks
Network Robustness under Large-Scale Attacks provides the analysis of network robustness under attacks, with a focus on large-scale correlated physical attacks. The book begins with a thorough overview of the latest research and techniques to analyze the network responses to different types of attac... More
Language: ENGCopyright: 2013 -
Big Data over Networks
Utilising both key mathematical tools and state-of-the-art research results, this text explores the principles underpinning large-scale information processing over networks and examines the crucial interaction between big data and its associated communication, social and biological networks. Writte... More
Language: ENGCopyright: 2015 -
Energy Harvesting Wireless Communications (Wiley - IEEE)
Energy Harvesting Wireless Communications offers a review of the most current research as well as the basic concepts, key ideas and powerful tools of energy harvesting wireless communications. Energy harvesting is both renewable and cheap and has the potential for many applications in future wireles... More
Language: ENGCopyright: 2019