Machine Learning For Radio Resource Management And Optimization In 5g And Beyond
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Machine Learning for Radio Resource Management and Optimization in 5G and Beyond
Machine Learning for Radio Resource Management and Optimization in 5G and Beyond highlights a new line of research that uses innovative technologies and methods based on artificial intelligence/machine learning techniques to address issues and challenges related to radio resource management in 5G and 6G communication systems. This book provides comprehensive coverage of current and emerging waveform design, channel modeling, multiple access, random access, scheduling, network slicing, and resource optimization for 5G wireless networks and beyond. This book is suitable for researchers, scholars, and industry professionals working in different fields related to mobile networks and intelligent systems. Additionally, it serves as a hands‐on resource for students interested in the fields of cellular networks (5G/6G) and computational intelligence.
Paradigms of Smart and Intelligent Communication, 5G and Beyond
This book focuses on both theory and applications of Artificial Intelligence and Machine Learning in the broad areas of communication and networking. This book focuses on the ongoing research work and future scope for various open research issues related to sustainable design, development, and analysis of smart communication, 5G and beyond, with the integration of Artificial intelligence and IoT. It addresses fundamental technology components for 5G and beyond, which include modern advancements in communication and networking in a real-world application. The book presents the convergence of Artificial Intelligence, Machine Learning, and IoT with 5G and beyond wireless networks to give some ice-breaking solutions in radio resource allocation, network management, and cybersecurity. This book will be a valuable resource for academicians, researchers, and professionals working in artificial intelligence/machine learning and its applications in communication and 5G.
The Smart IoT Blueprint: Engineering a Connected Future
This book offers a comprehensive exploration of the Smart Internet of Things (IoT) and its profound impact on our interconnected world. From its foundational principles to cutting-edge applications, "Innovative Integration: Crafting the World with Smart IoT" is a definitive guide to understanding and harnessing the power of IoT technologies. In this era of digital transformation, IoT has emerged as a transformative force, revolutionizing industries, urban landscapes, and our daily lives. This book dives deep into the core concepts of IoT, unraveling the intricate web of sensors, networks, and protocols that underpin this technology. Readers will gain a clear understanding of how data intelligence drives IoT, making it a driving force behind automation, efficiency, and sustainability. One of the critical aspects addressed is security and privacy in the IoT ecosystem—a concern that resonates with individuals, businesses, and policy-makers alike. We delve into the ethical dimensions of IoT, exploring the responsible use of data in an increasingly connected world. Through a series of real-world case studies, we showcase the practical applications of IoT, from smart homes and cities to industrial settings and healthcare. The book equips readers with the knowledge needed to navigate this transformative landscape, empowering them to make informed decisions in their professional and personal endeavors. "IoT and the Horizon of Integration" provides a glimpse into the future, offering insights into emerging trends and predictions in the world of IoT. It is a must-read for academics, researchers, and industry professionals in computer science, engineering, and data analytics. Additionally, it serves as a valuable resource for policy-makers, urban planners, and graduate-level students seeking to grasp the potential and challenges of IoT.