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This book includes original unpublished contributions presented at the International Conference on Data Analytics and Management (ICDAM 2021), held at Jan Wyzykowski University, Poland, during June 2021. The book covers the topics in data analytics, data management, big data, computational intelligence, and communication networks. The book presents innovative work by leading academics, researchers, and experts from industry which is useful for young researchers and students.
In this report, RAND researchers present practical knowledge to inform law enforcement agencies about available broadband options and opportunities, governance issues, funding options, costs, and barriers to implementation.
This book provides an advanced introduction to inertial data processing along with design architectures and algorithms used to aid inertial navigation systems. The emphasis is on the high-end sensors and systems used in aerospace applications, but material is also included that provides an overview of low-cost sensor data processing.
Get inspired to explore the depths of the IoT field. In today's rapidly transforming world, the Internet of Things (IoT) plays an inevitable role in people's lives. From smart buildings to enterprise grade automation, these fields have enormous amounts of opportunities for IoT solutions that can transform the industry. This book will provide a good mixture of fundamental understanding and hands-on experience. The beginning of the book helps readers of every level conceptualize the futuristic goals that IoT has to offer for adoption and growth in different industries. You'll start with the IoT basics and then advance to business applications with multiple IoT boards, platforms, software, and hardware. Each chapter focuses on one vertical (ie. healthcare, education, environmental), how it impacts people's lives and how IoT can be used to build solutions specific to that vertical. With the solid base prepared, you'll then learnthe importance, processes, and outcome of building IoT solutions for various industry verticals using the IoT. Chapters also feature a detailed walk through of applications, circuit boards and other tools. In the end, you'll have completed multiple modules through working on IoT prototypes that have a real-world impact through viable business model.You will:Recognize the need for an IoT ecosystemAvoid potential pitfalls and breakdowns while working with IoT and smart systemsBuild scalable and efficient IoT solutions that work at a small, medium and large scale in the real-lifeExplore pool of opportunities and possibilities in the field of IoTReview business aspects, developing decision making senses and derive solution with an unbiased mindsetUnderstand and be responsibly aware about the security concerns related to the domain of IoT
Master the fundamentals of digital communications systems with this accessible and hands-on introductory textbook, carefully interweaving theory and practice. The just-in-time approach introduces essential background as needed, keeping academic theory firmly linked to practical applications. The example-led teaching frames key concepts in the context of real-world systems, such as 5G, WiFi, and GPS. Stark provides foundational material on the trade-offs between energy and bandwidth efficiency, giving students a solid grounding in the fundamental challenges of designing digital communications systems. Features include over 300 illustrative figures, 80 examples, and 130 end-of-chapter problems to reinforce student understanding, with solutions for instructors. Accompanied online by lecture slides, computational MATLAB® and Python resources, and supporting data sets, this is the ideal introduction to digital communications for senior undergraduate and graduate students in electrical engineering.
Downsizing and outsourcing have contributed to increased job insecurity and inequality across the industrialized west. But under what conditions do companies take alternative approaches to restructuring that balance market demands for profits with social demands for high quality jobs? Virginia Doellgast compares the US and European telecommunications industries to show how labor can succeed. Market liberalization and shareholder pressure pushed employers to adopt often draconian cost cutting measures, but in certain countries labor unions pushed back with creative collective bargaining and organizing campaigns. Their success depended on the intersection of three factors: constraints on employer exit, support for collective worker voice, and strategies of inclusive labor solidarity. Based on findings from ten country studies, this book shows how different national political economic contexts shape what workers can and cannot accomplish.
This book provides readers with an insight into information and knowledge in the Internet of Things, in particular an investigation of data management and processing, information extraction, technology, knowledge management, knowledge sharing, knowledge co-creation, knowledge integration, and the development of new intelligent services available anytime, anywhere, by anyone. The authors show how IoT enables communication and ubiquitous computing between global citizens, networked machines and physical objects, providing a promising vision of the future integrating the real world of knowledge agents and things with the virtual world of information.
This book gathers the proceedings of the Third International Conference on Computational Advancement in Communication Circuits and Systems (ICCACCS 2020), organized virtually by Narula Institute of Technology, Kolkata, India. The book presents peer-reviewed papers that highlight new theoretical and experimental findings in the fields of electronics and communication engineering, including interdisciplinary areas like advanced computing, pattern recognition and analysis, and signal and image processing. The respective papers cover a broad range of principles, techniques, and applications in microwave devices, communication and networking, signal and image processing, computations and mathematics, and control.
This book provides readers with a comprehensive and recent exposition in deep learning and its multidisciplinary applications, with a concentration on advances of deep learning architectures. The book discusses various artificial intelligence (AI) techniques based on deep learning architecture with applications in natural language processing, semantic knowledge, forecasting and many more. The authors shed light on various applications that can benefit from the use of deep learning in pattern recognition, person re-identification in surveillance videos, action recognition in videos, image and video captioning. The book also highlights how deep learning concepts can be interwoven with more modern concepts to yield applications in multidisciplinary fields.Presents a comprehensive look at deep learning and its multidisciplinary applications, concentrating on advances of deep learning architectures;Includes a survey of deep learning problems and solutions, identifying the main open issues, innovations and latest technologies;Shows industrial deep learning in practice with examples/cases, efforts, challenges, and strategic approaches.
An Introduction to the Machine Learning Empowered Intelligent Data Center NetworkingFundamentals of Machine Learning in Data Center Networks. This book reviews the common learning paradigms that are widely used in data centernetworks, and offers an introduction to data collection and data processing in data centers. Additionally, it proposes a multi-dimensional and multi-perspective solution quality assessment system called REBEL-3S. The book offers readers a solid foundation for conducting research in the field of AI-assisted data center networks.Comprehensive Survey of AI-assisted Intelligent Data Center Networks. This book comprehensively investigates the peer-reviewed literature published in recent years. The wide range of machine learning techniques is fully reflected to allow fair comparisons. In addition, the book provides in-depth analysis and enlightening discussions on the effectiveness of AI in DCNs from various perspectives, covering flow prediction, flow classification, load balancing, resource management, energy management, routing optimization, congestion control, fault management, and network security.Provides a Broad Overview with Key Insights. This book introduces several novel intelligent networking concepts pioneered by real-world industries, such as Knowledge Defined Networks, Self-Driving Networks, Intent-driven Networks and Intent-based Networks. Moreover, it shares unique insights into the technological evolution of the fusion of artificial intelligence and data center networks, together with selected challenges and future research opportunities.
In this report, researchers describe fifth-generation (5G) security and identify where the United States has security advantages or disadvantages relative to China in the 5G competition and how to preserve those advantages.
In diesem einführenden und kompakten Lehrbuch werden die wichtigsten Elemente von optischen Netzen eingeführt und für die ingenieurmäßige Lösung praktischer Probleme aufbereitet. Thematische Schwerpunkte sind Glas- und Polymerfasern, optische Sender und Empfänger, die Modulation von Laserlicht für hochbitratige Übertragungen, Elemente passiver (Koppler, Verzweiger) und aktiver (Schalter, optische Verstärker) Netze und der Einfluss nichtlinearer Effekte auf die optische Datenübertragung. An Beispielen werden Vorteile und Grenzen der Datenübertragung in optischen Netzen erläutert. Zu jedem Schwerpunkt werden praxisnahe bzw. praxisorientierte Fragen und Aufgaben gestellt. Schwierige mathematische Zusammenhänge und Formeln werden nachvollziehbar in MathCad® simuliert.
This book describes the basic physical principles of techniques to generate and ultrashort pulse lasers and applications to ultrafast spectroscopy of various materials covering chemical molecular compounds, solid-state materials, exotic novel materials including topological materials, biological molecules and bio- and synthetic polymers. It introduces non-linear optics which provides the basics of generation and measurement of pulses and application examples of ultrafast spectroscopy to solid state physics. Also it provide not only material properties but also material processing procedures. The book describes also details of the world shortest visible laser and DUV lasers developed by the author's group. It is composed of the following 12 Sections: The special features of this book is that it is written by a single author with a few collaborators in a systematic way. Hence it provides a comprehensive and systematic description of the research field of ultrashort pulse lasers and ultrafast spectroscopy.Generation of ultrashort pulses in deep ultraviolet to near infraredGeneration of ultrashort pulses in terahertzCarrier envelope phase (CEP)Simple NLO processes with a few colorsMulti-color involved NLO processesMulti-color ultrashort pulse generationNLO materialsNLO processes in time-resolved spectroscopyLow dimension materialsConductors and superconductorsChemical reactions and material processingPhotobiological reactions
This book discusses the advancements in IoT and Cyber-Physical Systems Forensics. This book not only presents numerous case stories from a global perspective, but it also compiles a large amount of literature and research from a database.
This book introduces the computing, mathematical and engineering background to understand and develop the concept of the digital twin. It provides background in modeling/simulation, computing technology, sensor/actuators, and so forth, needed to develop the next generation of digital twins.
This book covers advances and applications of smart technologies including the Internet of Things (IoT), artificial intelligence, and deep learning in areas such as manufacturing, production, renewable energy, and healthcare. It also covers wearable and implantable biomedical devices for healthcare monitoring, smart surveillance, and monitoring applications such as the use of an autonomous drone for disaster management and rescue operations. It will serve as an ideal reference text for senior undergraduate, graduate students, and academic researchers in the areas such as electrical engineering, electronics and communications engineering, computer engineering, and information technology. Covers concepts, theories, and applications of artificial intelligence and deep learning, from the perspective of the Internet of Things. Discusses powers predictive analysis, predictive maintenance, and automated processes for making manufacturing plants more efficient, profitable, and safe. Explores the importance of blockchain technology in the Internet of Things security issues. Discusses key deep learning concepts including trust management, identity management, security threats, access control, and privacy. Showcases the importance of intelligent algorithms for cloud-based Internet of Things applications.This text emphasizes the importance of innovation and improving the profitability of manufacturing plants using smart technologies such as artificial intelligence, deep learning, and the Internet of Things. It furtherdiscusses applications of smart technologies in diverse sectors such as agriculture, smart home, production, manufacturing, transport, and healthcare.
Discussing foundations of blockchain technology, elements of cryptography, distributed ledger technology, game theory, and cryptonymic, this reference text will serve as a useful text for students in interdisciplinary areas including electronics and communications engineering, electrical engineering, computer science, and information technology.
This comprehensive introduction to synthetic aperture radar (SAR) is a practical guide to the analysis, simulation, and design of SAR systems. The video eBook uses constructive examples and real-world collected datasets to demonstrate image registration and autofocus methods. Both two- and three-dimensional image formation algorithms are presented. Hardware, software, and environmental parameters are used to estimate performance limits for SAR operation and utilization. A set of Python and MATLAB software tools is included and provides you with an effective mechanism to analyze and predict SAR performance for various imaging scenarios and applications. Examples which use the software tools are provided at the end of each chapter to reinforce critical SAR imaging topics such as clutter-to-noise ratio, mapping rate, spatial resolution, Doppler bandwidth, pulse repetition frequency, and coherency. This is an excellent resource for engineering professionals working in areas of radar signal processing and imaging as well as students interested in studying SAR.
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