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Автор: Arun Sekar Rajasekaran, Fadi Al-Turjman, Suganyadevi S.
Издательство: CRC Press
Серия: Innovations in Intelligent Internet of Everything (IoE)
Год: 2025
Страниц: 421
Язык: английский
Формат: pdf (true), epub
Размер: 48.4 MB
AIoT: Artificial Intelligence of Things explores the integration of Artificial Intelligence (AI) into everyday objects and devices to allow them to analyze data, make decisions, and communicate with each other, which leads to improved efficiency, convenience, and new possibilities in various aspects of daily life. With a wide-ranging scope, the book covers various aspects of Artificial Intelligence of Things (AIoT) from fundamental concepts to advanced applications. It begins with an introduction to AI, Internet of Things (IoT), and their synergistic relationship and explains how AI technologies enhance the capabilities of IoT devices. The book then explores the key components of AIoT, including sensors, connectivity, data processing, and Machine Learning algorithms. The book presents AIoT architectures, such as cloud-based, edge-based, and hybrid systems, and discusses their advantages and challenges. Exploring the role of Big Data analytics in AIoT, it highlights how large-scale data collection and analysis can drive intelligent decision-making and predictive insights. It delves into such AI techniques employed in AIoT systems as natural language processing (NLP), computer vision, Deep Learning, and Reinforcement Learning.