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Ai Edge And Iot Based Smart Agriculture

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AI Edge and IoT based Smart Agriculture

AI  Edge and IoT based Smart Agriculture Book
Author : Ajith Abraham,Sujata Dash,Joel J.P.C. Rodrigues,Biswaranjan Acharya,Subhendu K. Pani
Publisher : Academic Press
Release : 2021-06-15
ISBN : 9780128236949
Language : En, Es, Fr & De

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Book Description :

AI, Edge and IoT Smart Agriculture integrates applications of IoT and edge computing and data analytics for sustainable agricultural development. It introduces Edge of Thing-based data analytics along with 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 along with smart farming. It 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 as well as data mining researchers from around the world provide foundational insights. Including contributions from the Data mining, data analytics, Edge of Things and cloud research communities working in the farming production sector the book provides practical application opportunities for the resolution of real-world problems. AI, Edge and IoT Smart Agriculture provides the reader with a 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 towards 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

Artificial Intelligence and IoT Based Technologies for Sustainable Farming and Smart Agriculture Book
Author : Tomar, Pradeep,Kaur, Gurjit
Publisher : IGI Global
Release : 2021-01-08
ISBN : 1799817245
Language : En, Es, Fr & De

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Book Description :

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.

AI Based Services for Smart Cities and Urban Infrastructure

AI Based Services for Smart Cities and Urban Infrastructure Book
Author : Lyu, Kangjuan,Hu, Min,Du, Juan,Sugumaran, Vijayan
Publisher : IGI Global
Release : 2020-09-04
ISBN : 1799850250
Language : En, Es, Fr & De

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Book Description :

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.

Applications of Artificial Intelligence in Engineering

Applications of Artificial Intelligence in Engineering Book
Author : Xiao-Zhi Gao
Publisher : Springer Nature
Release : 2021-09-19
ISBN : 9813346043
Language : En, Es, Fr & De

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Book Description :

Download Applications of Artificial Intelligence in Engineering book written by Xiao-Zhi Gao, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Advances in Artificial Intelligence Software and Systems Engineering

Advances in Artificial Intelligence  Software and Systems Engineering Book
Author : Tareq Ahram
Publisher : Springer Nature
Release : 2021-09-19
ISBN : 3030513289
Language : En, Es, Fr & De

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Book Description :

Download Advances in Artificial Intelligence Software and Systems Engineering book written by Tareq Ahram, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Industrial IoT Technologies and Applications

Industrial IoT Technologies and Applications Book
Author : Lourdes Peñalver
Publisher : Springer Nature
Release : 2021-09-19
ISBN : 3030710610
Language : En, Es, Fr & De

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Book Description :

Download Industrial IoT Technologies and Applications book written by Lourdes Peñalver, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Artificial Intelligence to Solve Pervasive Internet of Things Issues

Artificial Intelligence to Solve Pervasive Internet of Things Issues Book
Author : Gurjit Kaur,Pradeep Tomar,Marcus Tanque
Publisher : Academic Press
Release : 2020-11-18
ISBN : 012819698X
Language : En, Es, Fr & De

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Book Description :

Artificial Intelligence to Solve Pervasive Internet of Things Issues discusses standards and technologies and wide-ranging technology areas and their applications and challenges, including discussions on architectures, frameworks, applications, best practices, methods and techniques required for integrating AI to resolve IoT issues. Chapters also provide step-by-step measures, practices and solutions to tackle vital decision-making and practical issues affecting IoT technology, including autonomous devices and computerized systems. Such issues range from adopting, mitigating, maintaining, modernizing and protecting AI and IoT infrastructure components such as scalability, sustainability, latency, system decentralization and maintainability. The book enables readers to explore, discover and implement new solutions for integrating AI to solve IoT issues. Resolving these issues will help readers address many real-world applications in areas such as scientific research, healthcare, defense, aeronautics, engineering, social media, and many others. Discusses intelligent techniques for the implementation of Artificial Intelligence in Internet of Things Prepared for researchers and specialists who are interested in the use and integration of IoT and Artificial Intelligence technologies

Internet of Things and Machine Learning in Agriculture

Internet of Things and Machine Learning in Agriculture Book
Author : Jyotir Moy Chatterjee,Abhishek Kumar,Pramod Singh Rathore,Vishal Jain
Publisher : Walter de Gruyter GmbH & Co KG
Release : 2021-02-08
ISBN : 3110691272
Language : En, Es, Fr & De

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Book Description :

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.

Energy Conservation Solutions for Fog Edge Computing Paradigms

Energy Conservation Solutions for Fog Edge Computing Paradigms Book
Author : Rajeev Tiwari,Mamta Mittal,Lalit Mohan Goyal
Publisher : Springer Nature
Release : 2021-09-07
ISBN : 9811634483
Language : En, Es, Fr & De

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Book Description :

This book focuses on energy efficiency concerns in fog–edge computing and the requirements related to Industry 4.0 and next-generation networks like 5G and 6G. This book guides the research community about practical approaches, methodological, and moral questions in any nations’ journey to conserve energy in fog–edge computing environments. It discusses a detailed approach required to conserve energy and comparative case studies with respect to various performance evaluation metrics, such as energy conservation, resource allocation strategies, task allocation strategies, VM migration, and load-sharing strategies with state-of-the-art approaches, with fog and edge networks.

IoT based Intelligent Modelling for Environmental and Ecological Engineering

IoT based Intelligent Modelling for Environmental and Ecological Engineering Book
Author : Paul Krause
Publisher : Springer Nature
Release : 2021-09-19
ISBN : 3030711722
Language : En, Es, Fr & De

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Book Description :

Download IoT based Intelligent Modelling for Environmental and Ecological Engineering book written by Paul Krause, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Enabling AI Applications in Data Science

Enabling AI Applications in Data Science Book
Author : Aboul-Ella Hassanien
Publisher : Springer Nature
Release : 2021-09-19
ISBN : 3030520676
Language : En, Es, Fr & De

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Book Description :

Download Enabling AI Applications in Data Science book written by Aboul-Ella Hassanien, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

Agricultural Internet of Things and Decision Support for Smart Farming

Agricultural Internet of Things and Decision Support for Smart Farming Book
Author : Annamaria Castrignano,Buttafuoco G,Khosla R,Dimitrios Moshou,Mouazen A.,Naud O.
Publisher : Academic Press
Release : 2019-10
ISBN : 9780128183731
Language : En, Es, Fr & De

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Book Description :

Agricultural Internet of things and Decision Support System for Precision Smart Farming reveals how a set of key enabling technologies (KET), related to agronomic management, remote and proximal sensing, data mining, decision making and automation can be efficiently integrated in one system. As precision farming moves from increasing awareness of the importance of data and reliable tools capable of recording, estimating and predicting various resource-use and growth-states for improved sustainability in agriculture this book provides the insights necessary to move from awareness to application. The book presents real-world information on how KETs enable: 1) monitoring real time conditions of soil, plant and micro-climate; 2) determining real time site-specific requirement of the crop system; 3) developing a decision support system (DSS) aimed at maximising the efficient use of resources; 4) planning agronomic inputs differentiated in time and space, so to optimize multi-objective functions; 5) actuating real-time local procedures. In this perspective farming is considered as a cyber-physical system, capable to collect and record multi-source data, process them and transform the extracted information into action for optimal management.Written by a team of experts with global experience, this book is ideal for researchers, academics, post-graduate students and practitioners who are willing to embrace the new technologies and the new way of managing agriculture. Presents the science behind smart technologies for agricultural management Reveals the power of data science and how to extract meaningful insights from big data on what is most suitable based on individual time and space Proves how advanced technologies used in agriculture practices can become site-specific, locally adaptive, operationally feasible and economically affordable

Wireless Mobile Communication and Healthcare

Wireless Mobile Communication and Healthcare Book
Author : Gregory M.P. O'Hare,Michael J. O'Grady,John O’Donoghue,Patrick Henn
Publisher : Springer Nature
Release : 2020-05-27
ISBN : 3030492893
Language : En, Es, Fr & De

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Book Description :

This book constitutes the refereed post-conference proceedings of the 8th International Conference on Mobile Communication and Healthcare, MobiHealth 2019, held in Dublin, Ireland, in November 2019. The 26 revised full papers were reviewed and selected from 45 submissions and are organized in topical sections on mobility and real-time assessment, remote patient monitoring, patient monitoring and assessment of ICT solutions, patient monitoring and robotics, wearable technologies and smart measurement, data management within mHealth environments.

AI and IoT Based Intelligent Automation in Robotics

AI and IoT Based Intelligent Automation in Robotics Book
Author : Ashutosh Kumar Dubey,Abhishek Kumar,S. Rakesh Kumar,N. Gayathri,Prasenjit Das
Publisher : John Wiley & Sons
Release : 2021-03-24
ISBN : 1119711215
Language : En, Es, Fr & De

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Book Description :

The 24 chapters in this book provides a deep overview of robotics and the application of AI and IoT in robotics. It contains the exploration of AI and IoT based intelligent automation in robotics. The various algorithms and frameworks for robotics based on AI and IoT are presented, analyzed, and discussed. This book also provides insights on application of robotics in education, healthcare, defense and many other fields which utilize IoT and AI. It also introduces the idea of smart cities using robotics.

IoT Applications Security Threats and Countermeasures

IoT Applications  Security Threats  and Countermeasures Book
Author : Padmalaya Nayak,Niranjan Ray,P. Ravichandran
Publisher : CRC Press
Release : 2021-09-02
ISBN : 1000431649
Language : En, Es, Fr & De

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Book Description :

The book explores modern sensor technologies while also discussing security issues, which is the dominant factor for many types of Internet of Things (IoT) applications. It also covers recent (IoT) applications such as the Markovian Arrival Process, fog computing, real-time solar energy monitoring, healthcare, and agriculture. Fundamental concepts of gathering, processing, and analyzing different Artificial Intelligence (AI) models in IoT applications are covered along with recent detection mechanisms for different types of attacks for effective network communication. On par with the standards laid out by international organizations in related fields, the book focuses on both core concepts of IoT along with major application areas. Designed for technical developers, academicians, data scientists, industrial researchers, professionals, and students, this book is useful in uncovering the latest innovations in the field of IoT.

Multidisciplinary Functions of Blockchain Technology in AI and IoT Applications

Multidisciplinary Functions of Blockchain Technology in AI and IoT Applications Book
Author : Niaz Chowdhury,Ganesh Chandra Deka
Publisher : IGI Global
Release : 2020-10-30
ISBN : 1799858774
Language : En, Es, Fr & De

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Book Description :

Blockchain technology allows value exchange without the need for a central authority and ensures trust powered by its decentralized architecture. As such, the growing use of the internet of things (IoT) and the rise of artificial intelligence (AI) are to be benefited immensely by this technology that can offer devices and applications data security, decentralization, accountability, and reliable authentication. Bringing together blockchain technology, AI, and IoT can allow these tools to complement the strengths and weaknesses of the others and make systems more efficient.

Multidisciplinary Functions of Blockchain Technology in AI and IoT Applications deliberates upon prospects of blockchain technology using AI and IoT devices in various application domains. This book contains a comprehensive collection of chapters on machine learning, IoT, and AI in areas that include security issues of IoT, farming, supply chain management, predictive analytics, and natural languages processing. While highlighting these areas, the book is ideally intended for IT industry professionals, students of computer science and software engineering, computer scientists, practitioners, stakeholders, researchers, and academicians interested in updated and advanced research surrounding the functions of blockchain technology in AI and IoT applications across diverse fields of research.

Artificial Intelligence and Renewables Towards an Energy Transition

Artificial Intelligence and Renewables Towards an Energy Transition Book
Author : Mustapha Hatti
Publisher : Springer Nature
Release : 2021-09-19
ISBN : 3030638464
Language : En, Es, Fr & De

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Book Description :

Download Artificial Intelligence and Renewables Towards an Energy Transition book written by Mustapha Hatti, available in PDF, EPUB, and Kindle, or read full book online anywhere and anytime. Compatible with any devices.

IoT Security

IoT Security Book
Author : Madhusanka Liyanage,An Braeken,Pardeep Kumar,Mika Ylianttila
Publisher : John Wiley & Sons
Release : 2020-01-28
ISBN : 1119527929
Language : En, Es, Fr & De

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Book Description :

An up-to-date guide to an overview of authentication in the Internet of Things (IoT) The Internet of things (IoT) is the network of the countless physical devices that have the possibility to connect and exchange data. Among the various security requirements, authentication to the IoT is the first step to prevent the impact of attackers. IoT Security offers an important guide into the development of the many authentication mechanisms that provide IoT authentication at various levels such as user level, device level and network level. The book covers a wide range of topics including an overview of IoT and addresses in detail the security challenges at every layer by considering both the technologies and the architecture used. The authors—noted experts on the topic—provide solutions for remediation of compromised security, as well as methods for risk mitigation, and offer suggestions for prevention and improvement. In addition, IoT Security offers a variety of illustrative use cases. This important book: Offers an authoritative reference designed for use by all IoT stakeholders Includes information for securing devices at the user, device, and network levels Contains a classification of existing vulnerabilities Written by an international group of experts on the topic Provides a guide to the most current information available on IoT security Written for network operators, cloud operators, IoT device manufacturers, IoT device users, wireless users, IoT standardization organizations, and security solution developers, IoT Security is an essential guide that contains information on security features, including underlying networks, architectures, and security requirements.

Ambient Intelligence Software and Applications

Ambient Intelligence   Software and Applications Book
Author : Paulo Novais
Publisher : Springer Nature
Release : 2020
ISBN : 3030583562
Language : En, Es, Fr & De

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Book Description :

This book includes the outcomes of the 11th International Symposium on Ambient Intelligence (ISAmI 2020). The 11th International Symposium on Ambient Intelligence is hosted by the University of L'Aquila and is going to be held in L'Aquila (Italy). Initially planned on the 17th to the 19th of June 2020, it was postponed to the 7th to the 9th of October 2020, due to the COVID-19 outbreak. .

Green Engineering and Technology

Green Engineering and Technology Book
Author : Om Prakash Jena,Alok Ranjan Tripathy,Zdzislaw Polkowski
Publisher : CRC Press
Release : 2021-06-16
ISBN : 1000396118
Language : En, Es, Fr & De

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Book Description :

Escalating urbanization and energy consumption have increased the demand for green engineering solutions and intelligent systems to mitigate environmental hazards and offer a more sustainable future. Green engineering technologies help to create sustainable, eco-friendly designs and solutions with the aid of updated tools, methods, designs, and innovations. These technologies play a significant role in optimizing sustainability in various areas of energy, agriculture, waste management, and bioremediation and include green computing and artificial intelligence (AI) applications. Green Engineering and Technology: Innovations, Design, and Architectural Implementation examines the most recent advancements in green technology, across multiple industries, and outlines the opportunities of emerging and future innovations, as well as practical real-world implementation. Features: Provides different models capable of fulfilling the criteria of energy efficiency, health and safety, renewable resources, and more Examines recycling, waste management, and bioremediation techniques as well as waste-to-energy technologies Presents business cases for adopting green technologies including electronics, manufacturing, and infrastructure projects Reviews green technologies for applications such as energy production, building construction, transportation, and industrialization Green Engineering and Technology: Innovations, Design, and Architectural Implementation serves as a useful and practical guide for practicing engineers, researchers, and students alike.