AI  Edge and IoT based Smart Agriculture Book

AI Edge and IoT based Smart Agriculture


  • Author : Ajith Abraham
  • Publisher : Academic Press
  • Release Date : 2021-11-10
  • Genre: Business & Economics
  • Pages : 574
  • ISBN 10 : 9780128236956

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AI Edge and IoT based Smart Agriculture Excerpt :

AI, Edge, and IoT Smart Agriculture integrates applications of IoT, edge computing, and data analytics for sustainable agricultural development and introduces Edge of Thing-based data analytics and IoT for predictability of crop, soil, and plant disease occurrence for improved sustainability and increased profitability. The book also addresses precision irrigation, precision horticulture, greenhouse IoT, livestock monitoring, IoT ecosystem for agriculture, mobile robot for precision agriculture, energy monitoring, storage management, and smart farming. The book provides an overarching focus on sustainable environment and sustainable economic development through smart and e-agriculture. Providing a medium for the exchange of expertise and inspiration, contributions from both smart agriculture and data mining researchers around the world provide foundational insights. The book provides practical application opportunities for the resolution of real-world problems, including contributions from the data mining, data analytics, Edge of Things, and cloud research communities working in the farming production sector. The book offers broad coverage of the concepts, themes, and instruments of this important and evolving area of IOT-based agriculture, Edge of Things and cloud-based farming, Greenhouse IOT, mobile agriculture, sustainable agriculture, and big data analytics in agriculture toward smart farming. Integrates sustainable agriculture, Greenhouse IOT, precision agriculture, crops monitoring, crops controlling to prediction, livestock monitoring, and farm management Presents data mining techniques for precision agriculture, including weather prediction, plant disease prediction, and decision support for crop and soil selection Promotes the importance and uses in managing the agro ecosystem for food security Emphasizes low energy usage options for low cost and environmental sustainability

Artificial Intelligence and IoT Based Technologies for Sustainable Farming and Smart Agriculture Book

Artificial Intelligence and IoT Based Technologies for Sustainable Farming and Smart Agriculture


  • Author : Tomar, Pradeep
  • Publisher : IGI Global
  • Release Date : 2021-01-08
  • Genre: Technology & Engineering
  • Pages : 400
  • ISBN 10 : 9781799817246

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Artificial Intelligence and IoT Based Technologies for Sustainable Farming and Smart Agriculture Excerpt :

As technology continues to saturate modern society, agriculture has started to adopt digital computing and data-driven innovations. This emergence of “smart” farming has led to various advancements in the field, including autonomous equipment and the collection of climate, livestock, and plant data. As connectivity and data management continue to revolutionize the farming industry, empirical research is a necessity for understanding these technological developments. Artificial Intelligence and IoT-Based Technologies for Sustainable Farming and Smart Agriculture provides emerging research exploring the theoretical and practical aspects of critical technological solutions within the farming industry. Featuring coverage on a broad range of topics such as crop monitoring, precision livestock farming, and agronomic data processing, this book is ideally designed for farmers, agriculturalists, product managers, farm holders, manufacturers, equipment suppliers, industrialists, governmental professionals, researchers, academicians, and students seeking current research on technological applications within agriculture and farming.

Bio Inspired Optimization in Fog and Edge Computing Environments Book

Bio Inspired Optimization in Fog and Edge Computing Environments


  • Author : Punit Gupta
  • Publisher : CRC Press
  • Release Date : 2023-01-20
  • Genre: Computers
  • Pages : 269
  • ISBN 10 : 9781000811513

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Bio Inspired Optimization in Fog and Edge Computing Environments Excerpt :

A new era of complexity science is emerging, in which nature- and bio-inspired principles are being applied to provide solutions. At the same time, the complexity of systems is increasing due to such models like the Internet of Things (IoT) and fog computing. Will complexity science, applying the principles of nature, be able to tackle the challenges posed by highly complex networked systems? Bio-Inspired Optimization in Fog and Edge Computing: Principles, Algorithms, and Systems is an attempt to answer this question. It presents innovative, bio-inspired solutions for fog and edge computing and highlights the role of machine learning and informatics. Nature- or biological-inspired techniques are successful tools to understand and analyze a collective behavior. As this book demonstrates, algorithms, and mechanisms of self-organization of complex natural systems have been used to solve optimization problems, particularly in complex systems that are adaptive, ever-evolving, and distributed in nature. The chapters look at ways of enhancingto enhance the performance of fog networks in real-world applications using nature-based optimization techniques. They discuss challenges and provide solutions to the concerns of security, privacy, and power consumption in cloud data center nodes and fog computing networks. The book also examines how: The existing fog and edge architecture is used to provide solutions to future challenges. A geographical information system (GIS) can be used with fog computing to help users in an urban region access prime healthcare. An optimization framework helps in cloud resource management. Fog computing can improve the quality, quantity, long-term viability, and cost-effectiveness in agricultural production. Virtualization can support fog computing, increase resources to be allocated, and be applied to different network layers. The combination of fog computing and IoT or cloud computing can help healthcare workers predict and analyze diseases in pa

Intelligent Sustainable Systems Book

Intelligent Sustainable Systems


  • Author : Atulya K. Nagar
  • Publisher : Springer Nature
  • Release Date : 2023-01-24
  • Genre: Technology & Engineering
  • Pages : 778
  • ISBN 10 : 9789811976636

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Intelligent Sustainable Systems Excerpt :

This book provides insights of World Conference on Smart Trends in Systems, Security and Sustainability (WS4 2022) which is divided into different sections such as Smart IT Infrastructure for Sustainable Society; Smart Management Prospective for Sustainable Society; Smart Secure Systems for Next Generation Technologies; Smart Trends for Computational Graphics and Image Modeling; and Smart Trends for Biomedical and Health Informatics. The proceedings is presented in two volumes. The book is helpful for active researchers and practitioners in the field.

Research in Computer Science and Its Applications Book

Research in Computer Science and Its Applications


  • Author : Youssou Faye
  • Publisher : Springer Nature
  • Release Date : 2021-11-03
  • Genre: Computers
  • Pages : 131
  • ISBN 10 : 9783030905569

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Research in Computer Science and Its Applications Excerpt :

This book constitutes the refereed post-conference proceedings of the 11th EAI International Conference on Research in Computer science and its Applications, CNRIA 2021, held in June 2021. Due to COVID-19 pandemic the conference was held virtually. The 11 full papers presented were selected from 24 submissions and issue different problems in underserved and unserved areas. The papers are arranged in 3 tracks: data science and artificial intelligence; telecom and artificial intelligence; IoT and ICT applications.

AI Based Services for Smart Cities and Urban Infrastructure Book

AI Based Services for Smart Cities and Urban Infrastructure


  • Author : Lyu, Kangjuan
  • Publisher : IGI Global
  • Release Date : 2020-09-04
  • Genre: Computers
  • Pages : 353
  • ISBN 10 : 9781799850250

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AI Based Services for Smart Cities and Urban Infrastructure Excerpt :

Cities are the next frontier for artificial intelligence to permeate. As smart urban environments become possible, probable, and even preferred, artificial intelligence offers the chance for even further advancement through infrastructure and industry boosting. Opportunity overflows, but without thorough research to guide a complicated development and implementation process, urban environments can become disorganized and outright dangerous for citizens. AI-Based Services for Smart Cities and Urban Infrastructure is a collection of innovative research that explores artificial intelligence (AI) applications in urban planning. In addition, the book looks at how the internet of things and AI can work together to enable a real smart city and discusses state-of-the-art techniques in urban infrastructure design, construction, operation, maintenance, and management. While highlighting a broad range of topics including construction management, public transportation, and smart agriculture, this book is ideally designed for engineers, entrepreneurs, urban planners, architects, policymakers, researchers, academicians, and students.

IoT Based Smart Applications Book

IoT Based Smart Applications


  • Author : Nidhi Sindhwani
  • Publisher : Springer Nature
  • Release Date : 2022-11-01
  • Genre: Technology & Engineering
  • Pages : 406
  • ISBN 10 : 9783031045240

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IoT Based Smart Applications Excerpt :

This book provides insights into IoT, its applications, and various implementation techniques. The authors first discuss the IoT design methodology to define the domain model. They then cover various connection methodologies used in IoT such as Ethernet, Wi-Fi, low powered wide area network (LPWAN), Bluetooth, RFID, cellular, and satellite, and more, along with their challenges. An example is made on the designing process using Arduino, which offers smart, connected, and secure elements; they also illustrate the integration of IoT with Blockchain, cloud, machine learning, big data, embedded software, sensors, etc. The book going on to cover the future of IoT in various sectors and how IoT will continue to be game-changing technology.

2019 IEEE Africon Book

2019 IEEE Africon


  • Author : IEEE Staff
  • Publisher : Unknown
  • Release Date : 2019-09-25
  • Genre: Uncategoriezed
  • Pages : null
  • ISBN 10 : 1728132908

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2019 IEEE Africon Excerpt :

The thematic areas of interest are (but not limited to) computational intelligence, communication networks, cloud computing and Internet of Things, Power and Energy Systems, Electrical and Electronic Systems, and Engineering and Technology for Development

Handbook of Intelligent Computing and Optimization for Sustainable Development Book

Handbook of Intelligent Computing and Optimization for Sustainable Development


  • Author : Mukhdeep Singh Manshahia
  • Publisher : John Wiley & Sons
  • Release Date : 2022-03-15
  • Genre: Technology & Engineering
  • Pages : 948
  • ISBN 10 : 9781119791829

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Handbook of Intelligent Computing and Optimization for Sustainable Development Excerpt :

HANDBOOK OF INTELLIGENT COMPUTING AND OPTIMIZATION FOR SUSTAINABLE DEVELOPMENT This book provides a comprehensive overview of the latest breakthroughs and recent progress in sustainable intelligent computing technologies, applications, and optimization techniques across various industries. Optimization has received enormous attention along with the rapidly increasing use of communication technology and the development of user-friendly software and artificial intelligence. In almost all human activities, there is a desire to deliver the highest possible results with the least amount of effort. Moreover, optimization is a very well-known area with a vast number of applications, from route finding problems to medical treatment, construction, finance, accounting, engineering, and maintenance schedules in plants. As far as optimization of real-world problems is concerned, understanding the nature of the problem and grouping it in a proper class may help the designer employ proper techniques which can solve the problem efficiently. Many intelligent optimization techniques can find optimal solutions without the use of objective function and are less prone to local conditions. The 41 chapters comprising the Handbook of Intelligent Computing and Optimization for Sustainable Development by subject specialists, represent diverse disciplines such as mathematics and computer science, electrical and electronics engineering, neuroscience and cognitive sciences, medicine, and social sciences, and provide the reader with an integrated understanding of the importance that intelligent computing has in the sustainable development of current societies. It discusses the emerging research exploring the theoretical and practical aspects of successfully implementing new and innovative intelligent techniques in a variety of sectors, including IoT, manufacturing, optimization, and healthcare. Audience It is a pivotal reference source for IT specialists, industry professionals, managers, execu

Agriculture 5 0 Book

Agriculture 5 0


  • Author : Latief Ahmad
  • Publisher : CRC Press
  • Release Date : 2021-03-25
  • Genre: Technology & Engineering
  • Pages : 224
  • ISBN 10 : 9781000364439

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Agriculture 5 0 Excerpt :

Agriculture 5.0: Artificial Intelligence, IoT & Machine Learning provides an interdisciplinary, integrative overview of latest development in the domain of smart farming. It shows how the traditional farming practices are being enhanced and modified by automation and introduction of modern scalable technological solutions that cut down on risks, enhance sustainability, and deliver predictive decisions to the grower, in order to make agriculture more productive. An elaborative approach has been used to highlight the applicability and adoption of key technologies and techniques such WSN, IoT, AI and ML in agronomic activities ranging from collection of information, analysing and drawing meaningful insights from the information which is more accurate, timely and reliable.It synthesizes interdisciplinary theory, concepts, definitions, models and findings involved in complex global sustainability problem-solving, making it an essential guide and reference. It includes real-world examples and applications making the book accessible to a broader interdisciplinary readership. This book clarifies hoe the birth of smart and intelligent agriculture is being nurtured and driven by the deployment of tiny sensors or AI/ML enabled UAV’s or low powered Internet of Things setups for the sensing, monitoring, collection, processing and storing of the information over the cloud platforms. This book is ideal for researchers, academics, post-graduate students and practitioners of agricultural universities, who want to embrace new agricultural technologies for Determination of site-specific crop requirements, future farming strategies related to controlling of chemical sprays, yield, price assessments with the help of AI/ML driven intelligent decision support systems and use of agri-robots for sowing and harvesting. The book will be covering and exploring the applications and some case studies of each technology, that have heavily made impact as grand successes. The main aim of the book

Internet of Things and Analytics for Agriculture  Volume 3 Book

Internet of Things and Analytics for Agriculture Volume 3


  • Author : Prasant Kumar Pattnaik
  • Publisher : Springer Nature
  • Release Date : 2021-11-10
  • Genre: Technology & Engineering
  • Pages : 380
  • ISBN 10 : 9789811662102

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Internet of Things and Analytics for Agriculture Volume 3 Excerpt :

The book discusses one of the major challenges in agriculture which is delivery of cultivate produce to the end consumers with best possible price and quality. Currently all over the world, it is found that around 50% of the farm produce never reaches the end consumer due to wastage and suboptimal prices. The authors present solutions to reduce the transport cost, predictability of prices on the past data analytics and the current market conditions, and number of middle hops and agents between the farmer and the end consumer using IoT-based solutions. Again, the demand by consumption of agricultural products could be predicted quantitatively; however, the variation of harvest and production by the change of farm's cultivated area, weather change, disease and insect damage, etc., could be difficult to be predicted, so that the supply and demand of agricultural products has not been controlled properly. To overcome, this edited book designed the IoT-based monitoring system to analyze crop environment and the method to improve the efficiency of decision making by analyzing harvest statistics. The book is also useful for academicians working in the areas of climate changes.

Enabling AI Applications in Data Science Book

Enabling AI Applications in Data Science


  • Author : Aboul-Ella Hassanien
  • Publisher : Springer Nature
  • Release Date : 2020-09-23
  • Genre: Computers
  • Pages : 650
  • ISBN 10 : 9783030520670

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Enabling AI Applications in Data Science Excerpt :

This book provides a detailed overview of the latest developments and applications in the field of artificial intelligence and data science. AI applications have achieved great accuracy and performance with the help of developments in data processing and storage. It has also gained strength through the amount and quality of data which is the main nucleus of data science. This book aims to provide the latest research findings in the field of artificial intelligence with data science.

IoT Architectures  Models  and Platforms for Smart City Applications Book

IoT Architectures Models and Platforms for Smart City Applications


  • Author : Chowdhry, Bhawani Shankar
  • Publisher : IGI Global
  • Release Date : 2019-12-27
  • Genre: Computers
  • Pages : 291
  • ISBN 10 : 9781799812555

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IoT Architectures Models and Platforms for Smart City Applications Excerpt :

Developing countries are persistently looking for efficient and cost-effective methods for transforming their communities into smart cities. Unfortunately, energy crises have increased in these regions due to a lack of awareness and proper utilization of technological methods. These communities must explore and implement innovative solutions in order to enhance citizen enrollment, quality of government, and city intelligence. IoT Architectures, Models, and Platforms for Smart City Applications provides emerging research exploring the theoretical and practical aspects of transforming cities into intelligent systems using IoT-based design models and sustainable development projects. This publication looks at how cities can be built as smart cities within limited resources and existing advanced technologies. Featuring coverage on a broad range of topics such as cloud computing, human machine interface, and ad hoc networks, this book is ideally designed for urban planners, engineers, IT specialists, computer engineering students, research scientists, academicians, technology developers, policymakers, researchers, and designers seeking current research on smart applications within urban development.

Handbook of Research on Innovations and Applications of AI  IoT  and Cognitive Technologies Book

Handbook of Research on Innovations and Applications of AI IoT and Cognitive Technologies


  • Author : Zhao, Jingyuan
  • Publisher : IGI Global
  • Release Date : 2021-06-25
  • Genre: Computers
  • Pages : 570
  • ISBN 10 : 9781799868729

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Handbook of Research on Innovations and Applications of AI IoT and Cognitive Technologies Excerpt :

Recently, artificial intelligence (AI), the internet of things (IoT), and cognitive technologies have successfully been applied to various research domains, including computer vision, natural language processing, voice recognition, and more. In addition, AI with IoT has made a significant breakthrough and a shift in technical direction to achieve high efficiency and adaptability in a variety of new applications. On the other hand, network design and optimization for AI applications addresses a complementary topic, namely the support of AI-based systems through novel networking techniques, including new architectures, as well as performance models for IoT systems. IoT has paved the way to a plethora of new application domains, at the same time posing several challenges as a multitude of devices, protocols, communication channels, architectures, and middleware exist. Big data generated by these devices calls for advanced learning and data mining techniques to effectively understand, learn, and reason with this volume of information, such as cognitive technologies. Cognitive technologies play a major role in developing successful cognitive systems which mimic “cognitive” functions associated with human intelligence, such as “learning” and “problem solving.” Thus, there is a continuing demand for recent research in these two linked fields. The Handbook of Research on Innovations and Applications of AI, IoT, and Cognitive Technologies discusses the latest innovations and applications of AI, IoT, and cognitive-based smart systems. The chapters cover the intersection of these three fields in emerging and developed economies in terms of their respective development situation, public policies, technologies and intellectual capital, innovation systems, competition and strategies, marketing and growth capability, and governance and relegation models. These applications span areas such as healthcare, security and privacy, industrial systems, multidisciplinary scienc

Internet of Things and Machine Learning in Agriculture Book

Internet of Things and Machine Learning in Agriculture


  • Author : Jyotir Moy Chatterjee
  • Publisher : Walter de Gruyter GmbH & Co KG
  • Release Date : 2021-02-08
  • Genre: Computers
  • Pages : 424
  • ISBN 10 : 9783110691276

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Internet of Things and Machine Learning in Agriculture Excerpt :

Agriculture is one of the most fundamental human activities. As the farming capacity has expanded, the usage of resources such as land, fertilizer, and water has grown exponentially, and environmental pressures from modern farming techniques have stressed natural landscapes. Still, by some estimates, worldwide food production needs to increase to keep up with global food demand. Machine Learning and the Internet of Things can play a promising role in the Agricultural industry, and help to increase food production while respecting the environment. This book explains how these technologies can be applied, offering many case studies developed in the research world.