Intelligent Internet of Things

Intelligent Internet of Things PDF

Author: Farshad Firouzi

Publisher: Springer Nature

Published: 2020-01-21

Total Pages: 647

ISBN-13: 3030303675

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This holistic book is an invaluable reference for addressing various practical challenges in architecting and engineering Intelligent IoT and eHealth solutions for industry practitioners, academic and researchers, as well as for engineers involved in product development. The first part provides a comprehensive guide to fundamentals, applications, challenges, technical and economic benefits, and promises of the Internet of Things using examples of real-world applications. It also addresses all important aspects of designing and engineering cutting-edge IoT solutions using a cross-layer approach from device to fog, and cloud covering standards, protocols, design principles, reference architectures, as well as all the underlying technologies, pillars, and components such as embedded systems, network, cloud computing, data storage, data processing, big data analytics, machine learning, distributed ledger technologies, and security. In addition, it discusses the effects of Intelligent IoT, which are reflected in new business models and digital transformation. The second part provides an insightful guide to the design and deployment of IoT solutions for smart healthcare as one of the most important applications of IoT. Therefore, the second part targets smart healthcare-wearable sensors, body area sensors, advanced pervasive healthcare systems, and big data analytics that are aimed at providing connected health interventions to individuals for healthier lifestyles.

Recent Trends and Advances in Artificial Intelligence and Internet of Things

Recent Trends and Advances in Artificial Intelligence and Internet of Things PDF

Author: Valentina E. Balas

Publisher: Springer Nature

Published: 2019-11-19

Total Pages: 618

ISBN-13: 3030326446

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This book covers all the emerging trends in artificial intelligence (AI) and the Internet of Things (IoT). The Internet of Things is a term that has been introduced in recent years to define devices that are able to connect and transfer data to other devices via the Internet. While IoT and sensors have the ability to harness large volumes of data, AI can learn patterns in the data and quickly extract insights in order to automate tasks for a variety of business benefits. Machine learning, an AI technology, brings the ability to automatically identify patterns and detect anomalies in the data that smart sensors and devices generate, and it can have significant advantages over traditional business intelligence tools for analyzing IoT data, including being able to make operational predictions up to 20 times earlier and with greater accuracy than threshold-based monitoring systems. Further, other AI technologies, such as speech recognition and computer vision can help extract insights from data that used to require human review. The powerful combination of AI and IoT technology is helping to avoid unplanned downtime, increase operating efficiency, enable new products and services, and enhance risk management.

Analytics for the Internet of Things (IoT)

Analytics for the Internet of Things (IoT) PDF

Author: Andrew Minteer

Publisher: Packt Publishing Ltd

Published: 2017-07-24

Total Pages: 378

ISBN-13: 1787127575

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Break through the hype and learn how to extract actionable intelligence from the flood of IoT data About This Book Make better business decisions and acquire greater control of your IoT infrastructure Learn techniques to solve unique problems associated with IoT and examine and analyze data from your IoT devices Uncover the business potential generated by data from IoT devices and bring down business costs Who This Book Is For This book targets developers, IoT professionals, and those in the field of data science who are trying to solve business problems through IoT devices and would like to analyze IoT data. IoT enthusiasts, managers, and entrepreneurs who would like to make the most of IoT will find this equally useful. A prior knowledge of IoT would be helpful but is not necessary. Some prior programming experience would be useful What You Will Learn Overcome the challenges IoT data brings to analytics Understand the variety of transmission protocols for IoT along with their strengths and weaknesses Learn how data flows from the IoT device to the final data set Develop techniques to wring value from IoT data Apply geospatial analytics to IoT data Use machine learning as a predictive method on IoT data Implement best strategies to get the most from IoT analytics Master the economics of IoT analytics in order to optimize business value In Detail We start with the perplexing task of extracting value from huge amounts of barely intelligible data. The data takes a convoluted route just to be on the servers for analysis, but insights can emerge through visualization and statistical modeling techniques. You will learn to extract value from IoT big data using multiple analytic techniques. Next we review how IoT devices generate data and how the information travels over networks. You'll get to know strategies to collect and store the data to optimize the potential for analytics, and strategies to handle data quality concerns. Cloud resources are a great match for IoT analytics, so Amazon Web Services, Microsoft Azure, and PTC ThingWorx are reviewed in detail next. Geospatial analytics is then introduced as a way to leverage location information. Combining IoT data with environmental data is also discussed as a way to enhance predictive capability. We'll also review the economics of IoT analytics and you'll discover ways to optimize business value. By the end of the book, you'll know how to handle scale for both data storage and analytics, how Apache Spark can be leveraged to handle scalability, and how R and Python can be used for analytic modeling. Style and approach This book follows a step-by-step, practical approach to combine the power of analytics and IoT and help you get results quickly

Convergence of Artificial Intelligence and the Internet of Things

Convergence of Artificial Intelligence and the Internet of Things PDF

Author: George Mastorakis

Publisher: Springer Nature

Published: 2020-05-06

Total Pages: 446

ISBN-13: 3030449076

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This book gathers recent research work on emerging Artificial Intelligence (AI) methods for processing and storing data generated by cloud-based Internet of Things (IoT) infrastructures. Major topics covered include the analysis and development of AI-powered mechanisms in future IoT applications and architectures. Further, the book addresses new technological developments, current research trends, and industry needs. Presenting case studies, experience and evaluation reports, and best practices in utilizing AI applications in IoT networks, it strikes a good balance between theoretical and practical issues. It also provides technical/scientific information on various aspects of AI technologies, ranging from basic concepts to research grade material, including future directions. The book is intended for researchers, practitioners, engineers and scientists involved in the design and development of protocols and AI applications for IoT-related devices. As the book covers a wide range of mobile applications and scenarios where IoT technologies can be applied, it also offers an essential introduction to the field.

Artificial Intelligence and Internet of Things

Artificial Intelligence and Internet of Things PDF

Author: Lalit Mohan Goyal

Publisher: CRC Press

Published: 2021-08-25

Total Pages: 406

ISBN-13: 1000386252

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This book reveals the applications of AI and IoT in smart healthcare and medical systems. It provides core principles, algorithms, protocols, emerging trends, security problems, and the latest e-healthcare services findings. The book also provides case studies and discusses how AI and IoT applications such as wireless devices, sensors, and deep learning could play a major role in assisting patients, doctors, and pharmaceutical staff. It focuses on how to use AI and IoT to keep patients safe and healthy and, at the same time, empower physicians to deliver superlative care. This book is written for researchers and practitioners working in the information technology, computer science, and medical equipment manufacturing industry for products and services having basic- and high-level AI and IoT applications. The book is also a useful guide for academic researchers and students.

Artificial Intelligence for the Internet of Everything

Artificial Intelligence for the Internet of Everything PDF

Author: William Lawless

Publisher: Academic Press

Published: 2019-02-21

Total Pages: 303

ISBN-13: 0128176377

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Artificial Intelligence for the Internet of Everything considers the foundations, metrics and applications of IoE systems. It covers whether devices and IoE systems should speak only to each other, to humans or to both. Further, the book explores how IoE systems affect targeted audiences (researchers, machines, robots, users) and society, as well as future ecosystems. It examines the meaning, value and effect that IoT has had and may have on ordinary life, in business, on the battlefield, and with the rise of intelligent and autonomous systems. Based on an artificial intelligence (AI) perspective, this book addresses how IoE affects sensing, perception, cognition and behavior. Each chapter addresses practical, measurement, theoretical and research questions about how these “things may affect individuals, teams, society or each other. Of particular focus is what may happen when these “things begin to reason, communicate and act autonomously on their own, whether independently or interdependently with other “things . Considers the foundations, metrics and applications of IoE systems Debates whether IoE systems should speak to humans and each other Explores how IoE systems affect targeted audiences and society Discusses theoretical IoT ecosystem models

Secure and Smart Internet of Things (IoT)

Secure and Smart Internet of Things (IoT) PDF

Author: Ahmed Banafa

Publisher: CRC Press

Published: 2022-09-01

Total Pages: 138

ISBN-13: 1000796426

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By 2020, experts forecast that up to 28 billion devices will be connected to the Internet, with only one third of them being computers, smartphones, smartwatches, and tablets. The remaining two thirds will be other “devices” – sensors, terminals, household appliances, thermostats, televisions, automobiles, production machinery, urban infrastructure and many other “things”, which traditionally have not been Internet enabled.This “Internet of Things” (IoT) represents a remarkable transformation of the way in which our world will soon interact. Much like the World Wide Web connected computers to networks, and the next evolution mobile devices connected people to the Internet and other people, IoT looks poised to interconnect devices, people, environments, virtual objects and machines in ways that only science fiction writers could have imagined. In a nutshell the Internet of Things (IoT) is the convergence of connecting people, things, data and processes; it is transforming our life, business and everything in between. Secure and Smart IoT explores many aspects of the Internet of Things and explains many of the complicated principles of IoT and the new advancements in IoT including using Fog Computing, AI and Blockchain technology.

A Fusion of Artificial Intelligence and Internet of Things for Emerging Cyber Systems

A Fusion of Artificial Intelligence and Internet of Things for Emerging Cyber Systems PDF

Author: Pardeep Kumar

Publisher: Springer Nature

Published: 2021-08-23

Total Pages: 462

ISBN-13: 3030766535

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This book aims at offering a unique collection of ideas and experiences mainly focusing on the main streams and merger of Artificial Intelligence (AI) and the Internet of Things (IoT) for a wide slice of the communication and networking community. In the era when the world is grappling with many unforeseen challenges, scientists and researchers are envisioning smart cyber systems that guarantee sustainable development for a better human life. The main contributors that destined to play a huge role in developing such systems, among others, are AI and IoT. While AI provides intelligence to machines and data by identifying patterns, developing predictions, and detecting anomalies, IoT performs as a nerve system by connecting a huge number of machines and capturing an enormous amount of data. AI-enabled IoT, therefore, redefines the way industries, businesses, and economies function with increased automation and efficiency and reduced human interaction and costs. This book is an attempt to publish innovative ideas, emerging trends, implementation experience, and use-cases pertaining to the merger of AI and IoT. The primary market of this book is centered around students, researchers, academicians, industrialists, entrepreneurs, and professionals working in electrical/computer engineering, IT, telecom/electronic engineering, and related fields. The secondary market of this book is related to individuals working in the fields such as finance, management, mathematics, physics, environment, mechatronics, and the automation industry.

The Internet of Intelligent Things

The Internet of Intelligent Things PDF

Author: Dave Evans

Publisher:

Published: 2020-06-18

Total Pages: 174

ISBN-13: 9781735109114

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Have you ever wondered how the technology that is shaping our world works?From mainstream technologies such as computing and the Internet, to emerging technologies such as artificial intelligence and quantum computing, it is no secret that the world is heavily influenced by technology. Yet, the technology that we depend upon is often not fully understood by those not specialized in the field.Books about technology can intimidating. This book has been written to be approachable and easy to understand. It provides an introduction to a host of technologies and trends that explain our technological present and our technological future. It attempts to strike a balance between providing educational content, but in plain language with a little bit of prognostication thrown in for good measure.There is a constant barrage of new technologies but the plain language that describes them as well as their implications is often illusive. And, with these new technologies come new questions. Will there be a robot uprising? Will we be able to grow enough food in the future? Should I be worried about my privacy? What is artificial intelligence anyway? Will we ultimately merge with technology?While this book touches on many of the technical aspects of these technologies, it has been written to be approachable and does not presuppose a deep technical background on behalf of the reader.The book starts with a day in the life of Sally, who lives a few years in the future. It then goes on to explain the technologies that brought us to this point as well as those that will create that future. Set against the backdrop of two colliding technologies - artificial intelligence and the Internet of Things, this book explores and educates the reader on a host of technologies that are transforming the world.From the background and history that brought us to this point, to the technologies driving this transformation, to the implications it will have for humanity and the opportunities it will provide, this book explores this coming era.About the author: I have spent my career in the technology field and have traveled the globe talking to executives, organizations, students, and the press about technology trends and their impact on our lives. A consistent question is always posed - where can I learn more about these topics? I decided to write a book that I could not find. One rich with information about the technologies that are shaping our lives, but most importantly, a book that was approachable, and easy to read. I have lived in Silicon Valley most of my life and have worked in large technology companies as well as start-ups. I have worn many hats, from engineer to CTO, entrepreneur to professor, programmer to CIO, and even a futurist. I love technology and hold numerous patents in fields such as the Internet of Things (IoT), connected cars, networking technologies, virtual people, mobile phone technologies, virtual spaces, and more. But, most of all I care about how technology is used to improve the human condition. My views have been shared by Forbes, Fortune, CIO Magazine, Financial Times, The BBC, CNN, Tech Crunch, Politico, San Jose Mercury News, Computer World, New York Times, Nihon Keizai Shimbun, Nikkei Business, Silicon Valley Business Journal, Business Insider, MSNBC, Discovery Channel, History Channel, InfoWeek, Gigaom, MarketWatch, ReadWriteWeb, Mashable, TMCnet, and countless others as well as through a very active social media presence

Internet of Things (IoT) for Automated and Smart Applications

Internet of Things (IoT) for Automated and Smart Applications PDF

Author: Yasser Ismail

Publisher: BoD – Books on Demand

Published: 2019-11-27

Total Pages: 154

ISBN-13: 1789840953

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Internet of Things (IoT) is a recent technology paradigm that creates a global network of machines and devices that are capable of communicating with each other. Security cameras, sensors, vehicles, buildings, and software are examples of devices that can exchange data between each other. IoT is recognized as one of the most important areas of future technologies and is gaining vast recognition in a wide range of applications and fields related to smart homes and cities, military, education, hospitals, homeland security systems, transportation and autonomous connected cars, agriculture, intelligent shopping systems, and other modern technologies. This book explores the most important IoT automated and smart applications to help the reader understand the principle of using IoT in such applications.