Machine Learning Techniques For Smart City Applications Trends And Solutions

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Machine Learning Techniques For Smart City Applications Trends And Solutions

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Author : D. Jude Hemanth
language : en
Publisher: Springer Nature
Release Date : 2022-09-19

Machine Learning Techniques For Smart City Applications Trends And Solutions written by D. Jude Hemanth and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-09-19 with Computers categories.

This book discusses the application of different machine learning techniques to the sub-concepts of smart cities such as smart energy, transportation, waste management, health, infrastructure, etc. The focus of this book is to come up with innovative solutions in the above-mentioned issues with the purpose of alleviating the pressing needs of human society. This book includes content with practical examples which are easy to understand for readers. It also covers a multi-disciplinary field and, consequently, it benefits a wide readership including academics, researchers, and practitioners.

Machine Learning Techniques For Smart City Applications Trends And Solutions

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Author : D. Jude Hemanth
language : en
Publisher:
Release Date : 2022

Machine Learning Techniques For Smart City Applications Trends And Solutions written by D. Jude Hemanth and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022 with categories.

This book discusses the application of different machine learning techniques to the sub-concepts of smart cities such as smart energy, transportation, waste management, health, infrastructure, etc. The focus of this book is to come up with innovative solutions in the above-mentioned issues with the purpose of alleviating the pressing needs of human society. This book includes content with practical examples which are easy to understand for readers. It also covers a multi-disciplinary field and, consequently, it benefits a wide readership including academics, researchers, and practitioners.

Internet Of Everything For Smart City And Smart Healthcare Applications

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Author : Nishu Gupta
language : en
Publisher: Springer Nature
Release Date : 2023-08-21

Internet Of Everything For Smart City And Smart Healthcare Applications written by Nishu Gupta and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-08-21 with Technology & Engineering categories.

This book provides an insight on the importance that the Internet of Things (IoT) and Information and Communication Technology (ICT) solutions can offer towards smart city and healthcare applications. The book features include elaboration of recent and emerging developments in various specializations of curing health problems; smart transportation systems, traffic management for smart cities; energy management, deep learning and machine learning techniques for smart health and smart cities; and concepts that incorporate the Internet of Everything (IoE). The book discusses useful IoE applications and architectures that cater to critical knowledge creation towards developing new capacities and outstanding economic opportunities for businesses and the society.

Machine Learning For Smart Environments Cities

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Author : Gonçalo Marques
language : en
Publisher: Springer Nature
Release Date : 2022-04-05

Machine Learning For Smart Environments Cities written by Gonçalo Marques and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2022-04-05 with Computers categories.

This book introduces machine learning and its applications in smart environments/cities. At this stage, a comprehensive understanding of smart environment/city applications is critical for supporting future research. This book includes chapters written by researchers from different countries across the globe and identifies critical threads in research and also gaps that open up new and challenging lines of research for the future. Recent advances are discussed, and thorough reviews introduce readers to critical domains. The discussion on key research topics presented in this book accelerates smart city and smart environment implementations based on IoT technologies. Consequently, this book supports future research activities aimed at developing future IoT architectures for smart environments/cities.

Opportunities And Challenges Of Industrial Iot In 5g And 6g Networks

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Author : Yu, Poshan
language : en
Publisher: IGI Global
Release Date : 2023-06-07

Opportunities And Challenges Of Industrial Iot In 5g And 6g Networks written by Yu, Poshan and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-06-07 with Computers categories.

Modern communication technologies such as 5G and 6G and the industrial internet of things have important attributes to meet the requirements of industries, and with the rapid development of the fourth industrial revolution and beyond, it is unavoidable that these will fulfill the necessary requirements of this important part of modernization. Opportunities and Challenges of Industrial IoT in 5G and 6G Networks ranges from the application of recently ratified communication standards, theoretical knowledge that provides tangible insight for understanding the principles of operation, design, implementation, and planning, to the outcomes from deployment of industrial projects. Covering topics such as 5G network programmability, industry policies, and optical networking technologies, this premier reference source is a valuable resource for computer scientists, IT specialists, industry consultants and professionals, business leaders, libraries, students, researchers, and academicians.

Handbook Of Research On Network Enabled Iot Applications For Smart City Services

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Author : Reddy, K. Hemant Kumar
language : en
Publisher: IGI Global
Release Date : 2023-09-26

Handbook Of Research On Network Enabled Iot Applications For Smart City Services written by Reddy, K. Hemant Kumar and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-09-26 with Political Science categories.

The rapid growth of IoT and its applications in smart cities pose significant challenges for academic scholars. The increasing number of interconnected devices and the massive amounts of data they generate strain traditional networks, leading to inefficiencies and security vulnerabilities. Additionally, the centralized control plane in Software Defined Networks (SDN) presents a single point of failure, hindering network performance, while IoT devices themselves are susceptible to attacks, compromising user data and privacy. To address these pressing issues, Network-Enabled IoT Applications for Smart City Services offers a compelling solution. Edited by Dr. K. Hemant Kumar Reddy, Dr. Diptendu SinhaRoy, and Tapas Mishra, this book advocates leveraging SDN to handle high-frequency data streams effectively. It also proposes the integration of blockchain technology to enhance security and reliability in IoT applications, offering a roadmap for scholars to improve network efficiency, security, and reliability in IoT and smart city domains. With their extensive expertise, the authors provide academic scholars with a comprehensive and innovative resource that inspires further research and development in this evolving field, enabling them to make significant contributions to the advancement of IoT and smart city technologies.

The Basics Of Modern Smart City Technology

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Author : Harry Brooks
language : en
Publisher: Interactive Media Licensing
Release Date : 2025-08-14

The Basics Of Modern Smart City Technology written by Harry Brooks and has been published by Interactive Media Licensing this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-14 with Architecture categories.

The rapid urbanization of the 21st century has brought about unprecedented challenges and opportunities for cities around the globe. As populations swell and urban landscapes evolve, the need for innovative solutions to manage urban growth has never been more pressing. This eBook explores the concept of smart cities, focusing on the intersection of technology and urban planning. It aims to provide readers with a comprehensive understanding of how smart city technologies are reshaping urban environments and improving the quality of life for residents. Smart cities leverage advanced technologies to create interconnected systems that enhance the efficiency of urban services and infrastructure. By utilizing data-driven approaches, cities can address pressing issues such as traffic congestion, waste management, energy consumption, and public safety. The integration of information and communication technologies (ICT) with the Internet of Things (IoT) enables cities to become more responsive to the needs of their inhabitants, fostering a sustainable and resilient urban environment. This eBook is structured to guide readers through the fundamental aspects of smart city technology, beginning with an overview of the basics and progressing to more complex applications and case studies. Each chapter delves into specific topics, providing detailed insights into how technology is transforming urban planning and governance. Through real- world examples and expert analysis, readers will gain a deeper appreciation for the potential of smart city initiatives to create more livable, efficient, and inclusive urban spaces. As we embark on this exploration of smart cities, it is essential to recognize the collaborative nature of these initiatives. The successful implementation of smart city technologies requires the engagement of various stakeholders, including government agencies, private sector companies, and citizens. By fostering partnerships and encouraging community involvement, cities can harness the collective expertise and resources needed to drive meaningful change. In addition to examining the technological aspects of smart cities, this eBook also addresses the social and ethical implications of urban innovation. As cities adopt new technologies, it is crucial to consider issues of equity, privacy, and accessibility. Ensuring that all residents benefit from smart city initiatives is paramount to creating inclusive urban environments that serve the needs of diverse populations. As we navigate the complexities of urbanization and technological advancement, the insights presented in this eBook aim to inspire readers to think critically about the future of our cities. By embracing smart city technologies and fostering collaborative approaches to urban planning, we can create sustainable, resilient, and vibrant urban spaces that enhance the quality of life for all residents.

6g Enabled Healthcare Systems

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Author : Vyasa Sai
language : en
Publisher: Springer Nature
Release Date : 2024-11-12

6g Enabled Healthcare Systems written by Vyasa Sai and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-11-12 with Technology & Engineering categories.

This book introduces 6G enabled healthcare systems and helps readers understand state-of-the-art techniques and applications for future healthcare systems. Readers will be able to obtain a background knowledge about AI, wireless systems, implementation methods, and applications, enabling the upcoming migration from 5G to 6G for supporting mission-critical healthcare applications.

Future Communication Systems Using Artificial Intelligence Internet Of Things And Data Science

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Author : Inam Ullah
language : en
Publisher: CRC Press
Release Date : 2024-06-14

Future Communication Systems Using Artificial Intelligence Internet Of Things And Data Science written by Inam Ullah and has been published by CRC Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-06-14 with Computers categories.

Future Communication Systems Using Artificial Intelligence, Internet of Things and Data Science mainly focuses on the techniques of artificial intelligence (AI), Internet of Things (IoT) and data science for future communications systems. The goal of AI, IoT and data science for future communications systems is to create a venue for industry and academics to collaborate on the development of network and system solutions based on data science, AI and IoT. Recent breakthroughs in IoT, mobile and fixed communications and computation have paved the way for a data‐centric society of the future. New applications are increasingly reliant on machine‐to‐machine connections, resulting in unusual workloads and the need for more efficient and dependable infrastructures. Such a wide range of traffic workloads and applications will necessitate dynamic and highly adaptive network environments capable of self‐optimization for the task at hand while ensuring high dependability and ultra‐low latency. Networking devices, sensors, agents, meters and smart vehicles/systems generate massive amounts of data, necessitating new levels of security, performance and dependability. Such complications necessitate the development of new tools and approaches for providing successful services, management and operation. Predictive network analytics will play a critical role in insight generation, process automation required for adapting and scaling to new demands, resolving issues before they impact operational performance (e.g., preventing network failures and anticipating capacity requirements) and overall network decision‐making. To increase user experience and service quality, data mining and analytic techniques for inferring quality of experience (QoE) signals are required. AI, IoT, machine learning, reinforcement learning and network data analytics innovations open new possibilities in areas such as channel modeling and estimation, cognitive communications, interference alignment, mobility management, resource allocation, network control and management, network tomography, multi‐agent systems and network ultra‐broadband deployment prioritization. These new analytic platforms will aid in the transformation of our networks and user experience. Future networks will enable unparalleled automation and optimization by intelligently gathering, analyzing, learning and controlling huge volumes of information.

Handbook Of Research On Ai And Ml For Intelligent Machines And Systems

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Author : Gupta, Brij B.
language : en
Publisher: IGI Global
Release Date : 2023-11-27

Handbook Of Research On Ai And Ml For Intelligent Machines And Systems written by Gupta, Brij B. and has been published by IGI Global this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-27 with Computers categories.

The Handbook of Research on AI and ML for Intelligent Machines and Systems offers a comprehensive exploration of the pivotal role played by artificial intelligence (AI) and machine learning (ML) technologies in the development of intelligent machines. As the demand for intelligent machines continues to rise across various sectors, understanding the integration of these advanced technologies becomes paramount. While AI and ML have individually showcased their capabilities in developing robust intelligent machine systems and services, their fusion holds the key to propelling intelligent machines to a new realm of transformation. By compiling recent advancements in intelligent machines that rely on machine learning and deep learning technologies, this book serves as a vital resource for researchers, graduate students, PhD scholars, faculty members, scientists, and software developers. It offers valuable insights into the key concepts of AI and ML, covering essential security aspects, current trends, and often overlooked perspectives that are crucial for achieving comprehensive understanding. It not only explores the theoretical foundations of AI and ML but also provides guidance on applying these techniques to solve real-world problems. Unlike traditional texts, it offers flexibility through its distinctive module-based structure, allowing readers to follow their own learning paths.