Textbook in PDF format An insightful and up-to-date discussion of how to use contemporary IoT and AI technology to advance sustainable development initiatives. In AI and ML Techniques in IoT-based Communication: A Path to Sustainable Development Goals, a team of distinguished editors presents an astute discussion of the importance of connected devices and intelligent algorithms in the generation of innovative solutions to global challenges. The book explains how to exploit the synergy between Internet of Things (IoT) and Artificial Intelligence (AI) technologies to further the United Nations’ Sustainable Development Goals (SDGs). Readers will learn how to enable smarter, data-driven approaches to difficult global problems, including climate change, inadequate health care delivery, and energy inefficiency. Expert contributors explore emerging trends, potential pitfalls, and likely future developments in IoT, AI, and Machine Learning (ML) in sustainable development. Additional topics include: A thorough introduction to IoT communication protocols and standards relevant to sustainable development Comprehensive explorations of artificial intelligence and machine learning techniques for enhancing IoT-based communication Practical discussions of water resource and energy management, sustainable agriculture, and sustainable transportation and logistics Complete treatments of AI-driven communication optimization for sustainability Perfect for academics, researchers, industry practitioners, and policymakers with an interest in IoT, AI, ML, and their applications to sustainable development, AI and ML Techniques in IoT-based Communication will also benefit professionals working at non-profit and non-governmental organizations focused on advancing sustainable development initiatives. Preface Part I Fundamentals of IoT, AI, and ML for Sustainable Development Introduction to IoT, AI, and ML in Sustainable Communication AI/ML Techniques for Enhancing IoT-based Communication IoT and AI in Sustainable Agriculture AI and IoT-based Robust and Resilient Healthcare Services Part II Practical Applications of IoT and AI in Key Sectors Including Smart Infrastructure and Industrial Applications Applications and Impact of Artificial Intelligence in the Field of Agriculture, Education, Healthcare, and Administration IoT-based Communication in Smart Cities for SDGs: Enhancing Urban Resilience Through Human-centric Hypernetwork Models Industrial IoT and Sustainable Development Energy Management and Smart Grid Communication Urban Environmental Sensing for Sustainable Development: A Focus on Air Quality, Temperature, and Humidity Part III Security, Privacy, and Ethical Aspects IoT Security and Privacy in Sustainable Communication Machine Learning-empowered Physical Layer Security Techniques Toward 6G Wireless Communication Justice in IoT and AI for Sustainable Development Advances, Challenges, and Future Directions in IoT Architectures for Smart Environments: A Comprehensive Review Future Trends and Innovations in IoT-based Communication Through AI/ML for SDG