Although some IoT systems are built for simple event control where a sensor signal triggers a corresponding reaction, many events are far more complex, requiring applications to interpret the event using analytical techniques to initiate proper actions. Artificial intelligence of things (AIoT) applies intelligence to the edge and gives devices the ability to understand the data, observe the environment around them, and decide what to do best with minimum human intervention. With the power of AI, AIoT devices are not just messengers feeding information to control centers. They have evolved into intelligent machines capable of performing self-driven analytics and acting independently. A smart environment uses technologies such as wearable devices, IoT, and mobile internet to dynamically access information, connect people, materials and institutions, and then actively manages and responds to the ecosystem's needs in an intelligent manner.
In this edited book, the contributors present challenges, technologies, applications and future trends of AIoT in realizing smart and intelligent environments, including frameworks and methodologies for applying AIoT in monitoring devices and environments, tools and practices most applicable to product or service development to solve innovation problems, advanced and innovative techniques, and practical implementations to enhance future smart environment systems. Chapters cover a broad range of applications including smart cities, smart transportation and smart agriculture.
This book is a valuable resource for industry and academic researchers, scientists, engineers and advanced students in the fields of ICTs and networking, IoT, AI and machine and deep learning, data science, sensing, robotics, automation and smart technologies and smart environments.
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In this edited book, the authors present the challenges, technologies, applications and future trends of the artificial intelligence-enabled internet of things (AIoT) in realizing smart and intelligent environments.
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Chapter 1: Introduction to AIoT for smart environmentsChapter 2: Research challenges in smart environmentsChapter 3: Applications-oriented smart cities based on AIoT emerging technologiesChapter 4: Use of smartphones application to identify pedestrian barriers around existing metro stations in NoidaChapter 5: A hybrid segmentation process for effective disease classification for smart agricultureChapter 6: AIoT-based water management and IoT-based smart irrigation system: effective in smart agricultureChapter 7: Adaptive smart farming system using Internet of Things (IoT) and artificial intelligence (AI) modelingChapter 8: Time series data air quality prediction using Internet of Things and machine learning techniquesChapter 9: Role of AIoT-based intelligent automation in robotics, UAVs, and dronesChapter 10: AIoT-based waste management systemsChapter 11: AIoT technologies and applications for smart environmentsChapter 12: AIoT-based e-commerceChapter 13: AIoT-based smart education and online teachingChapter 14: Autonomous UAV with obstacle management using AIoT: a case study on healthcare applicationChapter 15: Effective learning-based attack detection methods for the Internet of ThingsChapter 16: Future perspectives of AI-driven Internet of Things
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Produktdetaljer
ISBN
9781839536335
Publisert
2023-04-03
Utgiver
Vendor
Institution of Engineering and Technology
Høyde
234 mm
Bredde
156 mm
Aldersnivå
U, P, 05, 06
Språk
Product language
Engelsk
Format
Product format
Innbundet
Antall sider
333