An Industrial Iot Approach For Pharmaceutical Industry Growth

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An Industrial IoT Approach for Pharmaceutical Industry Growth

Author : Valentina Emilia Balas
Publisher : Academic Press
ISBN 13 : 0128213272
Total Pages : 383 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis An Industrial IoT Approach for Pharmaceutical Industry Growth by : Valentina Emilia Balas

Download or read book An Industrial IoT Approach for Pharmaceutical Industry Growth written by Valentina Emilia Balas and published by Academic Press. This book was released on 2020-05-15 with total page 383 pages. Available in PDF, EPUB and Kindle. Book excerpt: An Industrial IoT Approach for Pharmaceutical Industry Growth, Volume Two uses an innovative approach to explore how the Internet of Things (IoT) and big data can improve approaches and make discoveries. Rapid growth of the IoT has encouraged many companies in the manufacturing sector to make use of this technology to unlock its potential. Using clear language and real-world case studies, this book discusses systems level from both a human-factors point-of-view and the perspective of networking, databases, privacy and anti-spoofing. The wide variety in topics presented offers multiple perspectives on how to integrate the Internet of Things into pharmaceutical manufacturing. This book represents a useful resource for researchers in pharmaceutical sciences, information and communication technologies, and those who specialize in healthcare and pharmacovigilance. Emphasizes efficiency in pharmaceutical manufacturing through an IoT/Big Data approach Explores cutting-edge technologies through sensor enabled environments in the pharmaceutical industry Discusses system levels from both a human-factors point-of-view and the perspective of networking, databases, privacy and anti-spoofing

Emergence of Pharmaceutical Industry Growth with Industrial IoT Approach

Author : Valentina E. Balas
Publisher : Academic Press
ISBN 13 : 0128203668
Total Pages : 354 pages
Book Rating : 4.1/5 (282 download)

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Book Synopsis Emergence of Pharmaceutical Industry Growth with Industrial IoT Approach by : Valentina E. Balas

Download or read book Emergence of Pharmaceutical Industry Growth with Industrial IoT Approach written by Valentina E. Balas and published by Academic Press. This book was released on 2019-09-24 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt: Emergence of Pharmaceutical Industry Growth with Industrial IoT Approach uses an innovative approach to explore how the Internet of Things (IoT) and big data can improve approaches, create efficiencies and make discoveries. Rapid growth of the IoT has encouraged many companies in the manufacturing sector to make use of this technology to unlock its potential. Pharmaceutical manufacturing companies are no exception to this, as IoT has the potential to revolutionize aspects of the pharmaceutical manufacturing process, from drug discovery to manufacturing. Using clear, concise language and real world case studies, this book discusses systems level from both a human-factors point-of-view and the perspective of networking, databases, privacy and anti-spoofing. The wide variety of topics presented offers readers multiple perspectives on a how to integrate the Internet of Things into pharmaceutical manufacturing. Covers efficiency improvements of pharmaceutical manufacturing through IoT/Big Data approaches Explores cutting-edge technologies through sensor enabled environment in the pharmaceutical industry Discusses the systems level from both a human-factors point-of-view and the perspective of networking, databases, privacy and anti-spoofing

Emergence of Cyber Physical System and IoT in Smart Automation and Robotics

Author : Krishna Kant Singh
Publisher : Springer Nature
ISBN 13 : 3030662225
Total Pages : 217 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Emergence of Cyber Physical System and IoT in Smart Automation and Robotics by : Krishna Kant Singh

Download or read book Emergence of Cyber Physical System and IoT in Smart Automation and Robotics written by Krishna Kant Singh and published by Springer Nature. This book was released on 2021-05-04 with total page 217 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cyber-Physical Systems (CPS) integrate computing and communication capabilities by monitoring and controlling the physical systems via embedded hardware and computers. This book brings together new and futuristic findings on IoT, Cyber Physical Systems and Robotics leading towards Automation and solving issues of various critical applications in Real-time. The book initially overviews the concepts of IoT, IIoT and Cyber Physical Systems followed by various critical applications and discusses the latest designs and developments that provide common solutions for the convergence of technologies. In addition, the book specifies methodologies, algorithms and other relevant architectures in various fields that include Automation, Robotics, Smart Agriculture and Industry 4.0. The book is intended for practitioners, enterprise representatives, scientists, students and Ph.D Scholars in hopes of steering research further towards cyber physical systems design and development and implementation across various domains. Additionally, this book can be used as a secondary reference, or rather one-stop guide, by professionals for real-life implementation of cyber physical systems. The book highlights: • A Critical Coverage of various domains: IoT, Cyber Physical Systems, Industry 4.0, Smart Automation and related critical applications. • Advanced elaborations for target audiences to understand the conceptual methodology and future directions of cyber physical systems and IoT. • An approach towards Research Orientations to enable researchers to point out areas and scope for implementation of Cyber Physical Systems in several domains for better productivity.

Further Advances in Internet of Things in Biomedical and Cyber Physical Systems

Author : Valentina E. Balas
Publisher : Springer Nature
ISBN 13 : 3030578356
Total Pages : 403 pages
Book Rating : 4.0/5 (35 download)

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Book Synopsis Further Advances in Internet of Things in Biomedical and Cyber Physical Systems by : Valentina E. Balas

Download or read book Further Advances in Internet of Things in Biomedical and Cyber Physical Systems written by Valentina E. Balas and published by Springer Nature. This book was released on 2021-03-22 with total page 403 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers the further advances in the field of the Internet of things, biomedical engineering and cyber physical system with recent applications. It is covering the various real-time, offline applications, and case studies in the field of recent technologies and case studies of the Internet of things, biomedical engineering and cyber physical system with recent technology trends. In the twenty-first century, the automation and management of data are vital, in that, the role of the Internet of things proving the potential support. The book is consisting the excellent work of researchers and academician who are working in the domain of emerging technologies, e.g., Internet of things, biomedical engineering and cyber physical system. The chapters cover the major achievements by solving and suggesting many unsolved problems, which am sure to be going to prove a strong support in industries towards automation goal using of the Internet of things, biomedical engineering and cyber physical system.

Internet of Things

Author : Ravi Ramakrishnan
Publisher : CRC Press
ISBN 13 : 0429943431
Total Pages : 301 pages
Book Rating : 4.4/5 (299 download)

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Book Synopsis Internet of Things by : Ravi Ramakrishnan

Download or read book Internet of Things written by Ravi Ramakrishnan and published by CRC Press. This book was released on 2019-06-04 with total page 301 pages. Available in PDF, EPUB and Kindle. Book excerpt: The concept of Internet of Things has silently existed since the late nineteenth century but in the current decade expectations and excitement has peaked. However not many have understood the profound change that it can usher in. How big this change can be and how it can transform our working!! This book aims to bring in this realization with illustrative and practical case studies with comprehensive concepts. From beginners to practitioners in the field of academics or industry, it serves as a comprehensive yet easy to comprehend source of information on the multiple facets of IoT. Simplistic but comprehensive introduction of the facets of primarily the industrial IoT Practical adoption cases explaining the Core technology stack and business applications Comprehensive view of current technologies which complete the IoT delivery ecosystem, followed by overview of IoT enabled new business models. Realistic view of how industrial firms can evolve into the next stage of maturity along with determinants influencing this transformation since manufacturing is envisioned to be a key segment to adopt and benefit from IoT. Detailed analysis of IoT benefits for the universal triad- energy management, logistics optimization and distribution channel management. A full-fledged case study on Adoption of Green manufacturing using IoT. Real world example of gauging End User perception using different models which is important for a successful adoption of IoT. A futuristic visionary view of IoT as comprehended based on evolution of technology and platforms, and finally analysis of the extremely crucial concepts of security, privacy and governance.

From Science 2.0 to Pharma 3.0

Author : Hervé Basset
Publisher : Elsevier
ISBN 13 : 1780633750
Total Pages : 286 pages
Book Rating : 4.7/5 (86 download)

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Book Synopsis From Science 2.0 to Pharma 3.0 by : Hervé Basset

Download or read book From Science 2.0 to Pharma 3.0 written by Hervé Basset and published by Elsevier. This book was released on 2012-09-10 with total page 286 pages. Available in PDF, EPUB and Kindle. Book excerpt: Science 2.0 uses the resources of Web 2.0 to communicate between scientists, and with the general public. Web 3.0, in turn, has brought disruptive technologies such as semantic search, cloud computing and mobile applications into play. The term Pharma 3.0 anticipates the future relationship between drug makers and doctors with their patients in light of such technology. From Science 2.0 to Pharma 3.0 examines these developments, discussing the best and worst of Web 2.0 in science communication and health. Successes such as the Open Access phenomena and also less successful networks are covered. This title is divided into three parts. The first part considers the Web 2.0 revolution, and the promise of its impact on science communication and the state of Science 2.0. The second part looks at impact on Pharma and Health, including attempts to utilise digital in Pharma. The last part looks at the promising disruptive technologies of Web 3.0, including semantic search in biomedicine and enterprise platforms. The book concludes by looking forward to developments of ‘3.0’ in Pharma and STM publishing. Gives a global overview of success and failure in Science 2.0 Presents useful stories and lessons learned Gives a clear view of how semantic search is present in science platforms and its potential in STM publishing

Practical Industrial Internet of Things Security

Author : Sravani Bhattacharjee
Publisher : Packt Publishing Ltd
ISBN 13 : 1788830857
Total Pages : 316 pages
Book Rating : 4.7/5 (888 download)

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Book Synopsis Practical Industrial Internet of Things Security by : Sravani Bhattacharjee

Download or read book Practical Industrial Internet of Things Security written by Sravani Bhattacharjee and published by Packt Publishing Ltd. This book was released on 2018-07-30 with total page 316 pages. Available in PDF, EPUB and Kindle. Book excerpt: Skillfully navigate through the complex realm of implementing scalable, trustworthy industrial systems and architectures in a hyper-connected business world. Key Features Gain practical insight into security concepts in the Industrial Internet of Things (IIoT) architecture Demystify complex topics such as cryptography and blockchain Comprehensive references to industry standards and security frameworks when developing IIoT blueprints Book Description Securing connected industries and autonomous systems is a top concern for the Industrial Internet of Things (IIoT) community. Unlike cybersecurity, cyber-physical security is an intricate discipline that directly ties to system reliability as well as human and environmental safety. Practical Industrial Internet of Things Security enables you to develop a comprehensive understanding of the entire spectrum of securing connected industries, from the edge to the cloud. This book establishes the foundational concepts and tenets of IIoT security by presenting real-world case studies, threat models, and reference architectures. You’ll work with practical tools to design risk-based security controls for industrial use cases and gain practical know-how on the multi-layered defense techniques including Identity and Access Management (IAM), endpoint security, and communication infrastructure. Stakeholders, including developers, architects, and business leaders, can gain practical insights in securing IIoT lifecycle processes, standardization, governance and assess the applicability of emerging technologies, such as blockchain, Artificial Intelligence, and Machine Learning, to design and implement resilient connected systems and harness significant industrial opportunities. What you will learn Understand the crucial concepts of a multi-layered IIoT security framework Gain insight on securing identity, access, and configuration management for large-scale IIoT deployments Secure your machine-to-machine (M2M) and machine-to-cloud (M2C) connectivity Build a concrete security program for your IIoT deployment Explore techniques from case studies on industrial IoT threat modeling and mitigation approaches Learn risk management and mitigation planning Who this book is for Practical Industrial Internet of Things Security is for the IIoT community, which includes IIoT researchers, security professionals, architects, developers, and business stakeholders. Anyone who needs to have a comprehensive understanding of the unique safety and security challenges of connected industries and practical methodologies to secure industrial assets will find this book immensely helpful. This book is uniquely designed to benefit professionals from both IT and industrial operations backgrounds.

The Fourth Industrial Revolution

Author : Klaus Schwab
Publisher : Currency
ISBN 13 : 1524758868
Total Pages : 194 pages
Book Rating : 4.5/5 (247 download)

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Book Synopsis The Fourth Industrial Revolution by : Klaus Schwab

Download or read book The Fourth Industrial Revolution written by Klaus Schwab and published by Currency. This book was released on 2017-01-03 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: World-renowned economist Klaus Schwab, Founder and Executive Chairman of the World Economic Forum, explains that we have an opportunity to shape the fourth industrial revolution, which will fundamentally alter how we live and work. Schwab argues that this revolution is different in scale, scope and complexity from any that have come before. Characterized by a range of new technologies that are fusing the physical, digital and biological worlds, the developments are affecting all disciplines, economies, industries and governments, and even challenging ideas about what it means to be human. Artificial intelligence is already all around us, from supercomputers, drones and virtual assistants to 3D printing, DNA sequencing, smart thermostats, wearable sensors and microchips smaller than a grain of sand. But this is just the beginning: nanomaterials 200 times stronger than steel and a million times thinner than a strand of hair and the first transplant of a 3D printed liver are already in development. Imagine “smart factories” in which global systems of manufacturing are coordinated virtually, or implantable mobile phones made of biosynthetic materials. The fourth industrial revolution, says Schwab, is more significant, and its ramifications more profound, than in any prior period of human history. He outlines the key technologies driving this revolution and discusses the major impacts expected on government, business, civil society and individuals. Schwab also offers bold ideas on how to harness these changes and shape a better future—one in which technology empowers people rather than replaces them; progress serves society rather than disrupts it; and in which innovators respect moral and ethical boundaries rather than cross them. We all have the opportunity to contribute to developing new frameworks that advance progress.

Industrial Internet of Things

Author : Sabina Jeschke
Publisher : Springer
ISBN 13 : 3319425595
Total Pages : 715 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Industrial Internet of Things by : Sabina Jeschke

Download or read book Industrial Internet of Things written by Sabina Jeschke and published by Springer. This book was released on 2016-10-12 with total page 715 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book develops the core system science needed to enable the development of a complex industrial internet of things/manufacturing cyber-physical systems (IIoT/M-CPS). Gathering contributions from leading experts in the field with years of experience in advancing manufacturing, it fosters a research community committed to advancing research and education in IIoT/M-CPS and to translating applicable science and technology into engineering practice. Presenting the current state of IIoT and the concept of cybermanufacturing, this book is at the nexus of research advances from the engineering and computer and information science domains. Readers will acquire the core system science needed to transform to cybermanufacturing that spans the full spectrum from ideation to physical realization.

Advancing Smarter and More Secure Industrial Applications Using AI, IOT, and Blockchain Technology

Author : Pethuru Raj Chelliah
Publisher : Engineering Science Reference
ISBN 13 : 9781799883678
Total Pages : pages
Book Rating : 4.8/5 (836 download)

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Book Synopsis Advancing Smarter and More Secure Industrial Applications Using AI, IOT, and Blockchain Technology by : Pethuru Raj Chelliah

Download or read book Advancing Smarter and More Secure Industrial Applications Using AI, IOT, and Blockchain Technology written by Pethuru Raj Chelliah and published by Engineering Science Reference. This book was released on 2021 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt: "This book articulates and accentuates various AI algorithms, fresh innovations in the IoT and blockchain spaces explaining how suggested AI algorithms come in handy in producing predictive and prescriptive insights out of big data"--

Internet of Things From Hype to Reality

Author : Ammar Rayes
Publisher : Springer
ISBN 13 : 3319448609
Total Pages : 328 pages
Book Rating : 4.3/5 (194 download)

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Book Synopsis Internet of Things From Hype to Reality by : Ammar Rayes

Download or read book Internet of Things From Hype to Reality written by Ammar Rayes and published by Springer. This book was released on 2016-10-22 with total page 328 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book comprehensively describes an end-to-end Internet of Things (IoT) architecture that is comprised of devices, network, compute, storage, platform, applications along with management and security components. It is organized into five main parts, comprising of a total of 11 chapters. Part I presents a generic IoT reference model to establish a common vocabulary for IoT solutions. This includes a detailed description of the Internet protocol layers and the Things (sensors and actuators) as well as the key business drivers to realize the IoT vision. Part II focuses on the IoT requirements that impact networking protocols and provides a layer-by-layer walkthrough of the protocol stack with emphasis on industry progress and key gaps. Part III introduces the concept of Fog computing and describes the drivers for the technology, its constituent elements, and how it relates and differs from Cloud computing. Part IV discusses the IoT services platform, the cornerstone of the solution followed by the Security functions and requirements. Finally, Part V provides a treatment of the topic of connected ecosystems in IoT along with practical applications. It then surveys the latest IoT standards and discusses the pivotal role of open source in IoT. “Faculty will find well-crafted questions and answers at the end of each chapter, suitable for review and in classroom discussion topics. In addition, the material in the book can be used by engineers and technical leaders looking to gain a deep technical understanding of IoT, as well as by managers and business leaders looking to gain a competitive edge and understand innovation opportunities for the future.” Dr. Jim Spohrer, IBM “This text provides a very compelling study of the IoT space and achieves a very good balance between engineering/technology focus and business context. As such, it is highly-recommended for anyone interested in this rapidly-expanding field and will have broad appeal to a wide cross-section of readers, i.e., including engineering professionals, business analysts, university students, and professors.” Professor Nasir Ghani, University of South Florida

Process Systems Engineering for Pharmaceutical Manufacturing

Author : Ravendra Singh
Publisher : Elsevier
ISBN 13 : 0444639667
Total Pages : 698 pages
Book Rating : 4.4/5 (446 download)

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Book Synopsis Process Systems Engineering for Pharmaceutical Manufacturing by : Ravendra Singh

Download or read book Process Systems Engineering for Pharmaceutical Manufacturing written by Ravendra Singh and published by Elsevier. This book was released on 2018-03-16 with total page 698 pages. Available in PDF, EPUB and Kindle. Book excerpt: Process Systems Engineering for Pharmaceutical Manufacturing: From Product Design to Enterprise-Wide Decisions, Volume 41, covers the following process systems engineering methods and tools for the modernization of the pharmaceutical industry: computer-aided pharmaceutical product design and pharmaceutical production processes design/synthesis; modeling and simulation of the pharmaceutical processing unit operation, integrated flowsheets and applications for design, analysis, risk assessment, sensitivity analysis, optimization, design space identification and control system design; optimal operation, control and monitoring of pharmaceutical production processes; enterprise-wide optimization and supply chain management for pharmaceutical manufacturing processes. Currently, pharmaceutical companies are going through a paradigm shift, from traditional manufacturing mode to modernized mode, built on cutting edge technology and computer-aided methods and tools. Such shifts can benefit tremendously from the application of methods and tools of process systems engineering. Introduces Process System Engineering (PSE) methods and tools for discovering, developing and deploying greener, safer, cost-effective and efficient pharmaceutical production processes Includes a wide spectrum of case studies where different PSE tools and methods are used to improve various pharmaceutical production processes with distinct final products Examines the future benefits and challenges for applying PSE methods and tools to pharmaceutical manufacturing

Internet-of-Things (IoT) Systems

Author : Dimitrios Serpanos
Publisher : Springer
ISBN 13 : 3319697153
Total Pages : 95 pages
Book Rating : 4.3/5 (196 download)

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Book Synopsis Internet-of-Things (IoT) Systems by : Dimitrios Serpanos

Download or read book Internet-of-Things (IoT) Systems written by Dimitrios Serpanos and published by Springer. This book was released on 2017-11-24 with total page 95 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers essential topics in the architecture and design of Internet of Things (IoT) systems. The authors provide state-of-the-art information that enables readers to design systems that balance functionality, bandwidth, and power consumption, while providing secure and safe operation in the face of a wide range of threat and fault models. Coverage includes essential topics in system modeling, edge/cloud architectures, and security and safety, including cyberphysical systems and industrial control systems.

Lean Innovation

Author : Claus Sehested
Publisher : Springer Science & Business Media
ISBN 13 : 3642158951
Total Pages : 189 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Lean Innovation by : Claus Sehested

Download or read book Lean Innovation written by Claus Sehested and published by Springer Science & Business Media. This book was released on 2010-09-28 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: Within manufacturing, Lean has lead to significant results throughout the world. But what happens when Lean meets Innovation? Is the needed creativity destroyed, or can Lean make the results of the organization even better? In Lean Innovation, Claus Sehested and Henrik Sonnenberg reveal how a managed iteration between creativity and effectiveness can ensure that the visions of top management are realized through the innovation processes. Lean can elevate the innovation processes to a new level where they become a true strategic differentiator. The authors address the key challenges facing leaders of knowledge organizations, and present a number of principles which they can use to bring more leadership into the innovation work. They also discuss methods which can increase result focus and continuous learning in the core innovation processes. The book contains specific and practical examples from five companies who started on a Lean Innovation journey. Innovation Insights from Apple, Google, Toyota, IDEO and others are also included.

Artificial Intelligence in Healthcare

Author : Adam Bohr
Publisher : Academic Press
ISBN 13 : 0128184396
Total Pages : 385 pages
Book Rating : 4.1/5 (281 download)

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Book Synopsis Artificial Intelligence in Healthcare by : Adam Bohr

Download or read book Artificial Intelligence in Healthcare written by Adam Bohr and published by Academic Press. This book was released on 2020-06-21 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: Artificial Intelligence (AI) in Healthcare is more than a comprehensive introduction to artificial intelligence as a tool in the generation and analysis of healthcare data. The book is split into two sections where the first section describes the current healthcare challenges and the rise of AI in this arena. The ten following chapters are written by specialists in each area, covering the whole healthcare ecosystem. First, the AI applications in drug design and drug development are presented followed by its applications in the field of cancer diagnostics, treatment and medical imaging. Subsequently, the application of AI in medical devices and surgery are covered as well as remote patient monitoring. Finally, the book dives into the topics of security, privacy, information sharing, health insurances and legal aspects of AI in healthcare. Highlights different data techniques in healthcare data analysis, including machine learning and data mining Illustrates different applications and challenges across the design, implementation and management of intelligent systems and healthcare data networks Includes applications and case studies across all areas of AI in healthcare data

Internet of Medical Things

Author : D. Jude Hemanth
Publisher : Springer Nature
ISBN 13 : 3030639371
Total Pages : 265 pages
Book Rating : 4.0/5 (36 download)

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Book Synopsis Internet of Medical Things by : D. Jude Hemanth

Download or read book Internet of Medical Things written by D. Jude Hemanth and published by Springer Nature. This book was released on 2021-04-13 with total page 265 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book looks at the growing segment of Internet of Things technology (IoT) known as Internet of Medical Things (IoMT), an automated system that aids in bridging the gap between isolated and rural communities and the critical healthcare services that are available in more populated and urban areas. Many technological aspects of IoMT are still being researched and developed, with the objective of minimizing the cost and improving the performance of the overall healthcare system. This book focuses on innovative IoMT methods and solutions being developed for use in the application of healthcare services, including post-surgery care, virtual home assistance, smart real-time patient monitoring, implantable sensors and cameras, and diagnosis and treatment planning. It also examines critical issues around the technology, such as security vulnerabilities, IoMT machine learning approaches, and medical data compression for lossless data transmission and archiving. Internet of Medical Things is a valuable reference for researchers, students, and postgraduates working in biomedical, electronics, and communications engineering, as well as practicing healthcare professionals.

Swarm Intelligence Optimization

Author : Abhishek Kumar
Publisher : John Wiley & Sons
ISBN 13 : 1119778743
Total Pages : 384 pages
Book Rating : 4.1/5 (197 download)

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Book Synopsis Swarm Intelligence Optimization by : Abhishek Kumar

Download or read book Swarm Intelligence Optimization written by Abhishek Kumar and published by John Wiley & Sons. This book was released on 2021-01-07 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: Resource optimization has always been a thrust area of research, and as the Internet of Things (IoT) is the most talked about topic of the current era of technology, it has become the need of the hour. Therefore, the idea behind this book was to simplify the journey of those who aspire to understand resource optimization in the IoT. To this end, included in this book are various real-time/offline applications and algorithms/case studies in the fields of engineering, computer science, information security, and cloud computing, along with the modern tools and various technologies used in systems, leaving the reader with a high level of understanding of various techniques and algorithms used in resource optimization.