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Full Description
This book is devoted to the new standards, technologies, and communication systems for Artificial Intelligence of Things (AIoT) networks. Smart and intelligent communication networks have gained significant attention due to the combination of AI and IoT networks to improve human and machine interfaces and enhance data processing and services. AIoT networks involve the collection of data from several devices and sensor nodes in the environment. AI can enhance these networks to make them faster, greener, smarter, and safer. Computer vision, language processing, and speech recognition are some examples of AIoT networks.
Due to a large number of devices in today's world, efficient and intelligent data processing is essential for problem-solving and decision-making. AI multiplies the value of these networks and promotes intelligence and learning capabilities, especially in homes, offices, and cities. However, several challenges have been observed in deploying AIoT networks, such as scalability, complexity, accuracy, and robustness. In addition, these networks are integrated with cloud, 5G networks, and blockchain methods for service provision. Many different solutions have been proposed to address issues related to machine and deep learning methods, ontology-based approaches, genetic algorithms, and fuzzy-based systems.
This book aims to contribute to the state of the art and present current standards, technologies, and approaches for AIoT networks. This book focuses on existing solutions in AIoT network technologies, applications, services, standards, architectures, and security provisions. This book also introduces some new architectures and models for AIoT networks.
Contents
Part I Artificial Intelligence Evolution in Internet of Things Networks and Its Fundamental Concepts
Chapter 1 ◾ Artificial Internet of Things: A New Paradigm of Connected Networks
Kashif Naseer Qureshi and Thomas Newe
Chapter 2 ◾ Advanced AIoT Applications and Services
Raja Waseem Anwar, Alaa Ismael, and Kashif Naseer Qureshi
Chapter 3 ◾ Tri-Tier Architectures for AIoT Networks
Muhammad Ahmed and Kashif Naseer Qureshi
Chapter 4 ◾ Standards and Policies Adoption for AIoT Networks
Adil Hussain and Kashif Naseer Qureshi
Chapter 5 ◾ AIoT as New Paradigm for Distributed Network
Sheetal Harris, Hassan Jalil Hadi, Yue Cao, and Kashif Naseer Qureshi
Part II Data Communication Systems for AIoT Networks
Chapter 6 ◾ Networking and Protocols for AIoT Networks
Saleem Iqbal, Syed Amad Hussain Shah, Saqib Majeed, and Saud Altaf
Chapter 7 ◾ Novel Machine, and Deep Learning, and Training Techniques for AIoT
Muhammad Saidu Aliero, Yakubu Aminu Dodo, and Kashif Naseer Qureshi
Chapter 8 ◾ Role of Blockchain Models for AIoT Communication Systems
Ibrahim Tariq Javed and Kashif Naseer Qureshi
Chapter 9 ◾ Big Data Analytics for AIoT Network
Faisal Rehman, Muhammad Anwar, Anees Ul Mujtaba, Hanan Sharif, and Naveed Riaz
Chapter 10 ◾ Green Communication Systems for AIoT Networks
Aizaz Raziq, Kashif Naseer Qureshi, and Muzaffar Rao
Chapter 11 ◾ Cybersecurity Standards for AIoT Networks
Usman Ahmad, Hassan Zaib, and Kashif Naseer Qureshi
Chapter 12 ◾ Future Privacy and Trust Challenges for AIoT Networks
Ayesha Aslam, Kashif Naseer Qureshi, and Thomas Newe
