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001 978-3-030-30367-9
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020 _a9783030303679
_9978-3-030-30367-9
024 7 _a10.1007/978-3-030-30367-9
_2doi
050 4 _aTK7867-7867.5
072 7 _aTJFC
_2bicssc
072 7 _aTEC008010
_2bisacsh
072 7 _aTJFC
_2thema
082 0 4 _a621.3815
_223
245 1 0 _aIntelligent Internet of Things
_h[electronic resource] :
_bFrom Device to Fog and Cloud /
_cedited by Farshad Firouzi, Krishnendu Chakrabarty, Sani Nassif.
250 _a1st ed. 2020.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2020.
300 _aXII, 647 p. 337 illus., 261 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
505 0 _aIntroduction -- Engineering an AI-driven IoT platform -- Smart and connected IoT devices -- Engineering IoT networks -- IoT cloud architecture and design -- End-to-end security -- Machine learning fundamentals -- Big Data and advanced analytics -- AI-driven IoT for smart health -- Biomedical engineering fundamentals -- Biosensors and connected wearable eHealth devices -- Applications of machine learning & IoT in healthcare -- AI-driven IoT eHealth prototyping lab -- Conclusion.
520 _aThis holistic book is an invaluable reference for addressing various practical challenges in architecting and engineering Intelligent IoT and eHealth solutions for industry practitioners, academic and researchers, as well as for engineers involved in product development. The first part provides a comprehensive guide to fundamentals, applications, challenges, technical and economic benefits, and promises of the Internet of Things using examples of real-world applications. It also addresses all important aspects of designing and engineering cutting-edge IoT solutions using a cross-layer approach from device to fog, and cloud covering standards, protocols, design principles, reference architectures, as well as all the underlying technologies, pillars, and components such as embedded systems, network, cloud computing, data storage, data processing, big data analytics, machine learning, distributed ledger technologies, and security. In addition, it discusses the effects of Intelligent IoT, which are reflected in new business models and digital transformation. The second part provides an insightful guide to the design and deployment of IoT solutions for smart healthcare as one of the most important applications of IoT. Therefore, the second part targets smart healthcare-wearable sensors, body area sensors, advanced pervasive healthcare systems, and big data analytics that are aimed at providing connected health interventions to individuals for healthier lifestyles. Presents an efficient method to understand the most appropriate positioning of a business against its competitors by digitally transforming into an agile and profitable business based on AI-driven IoT solutions; Breaks down the IoT ecosystem into smaller components, from device, to connectivity and to cloud. We will explain the intersection of these components and discuss how to decide on the right mix of technology given the constraints of each application; Tailored to bridge the gap between IoT, Artificial Intelligence, Big Data Analytics, Distributed Ledger Technologies, Cyber-physical Systems, and Security. This book will show readers how organizations can exploit, design, and utilize scalable intelligent IoT solutions to improve the levels of security, success of the services, ROI, revenue, and customer engagement; Discusses real case studies (e.g., from IBM Watson and Robert Bosch) and practical applications, highlighting the importance of intelligent IoT in several vertical & horizontal markets; Addresses all these important aspects of novel IoT technologies for smart healthcare - wearable sensors, body area sensors, advanced pervasive healthcare systems, collaborative machine learning, and Big Data analytics.
650 0 _aElectronic circuits.
_919581
650 0 _aMicroprocessors.
_934115
650 0 _aComputer architecture.
_93513
650 0 _aTelecommunication.
_910437
650 1 4 _aElectronic Circuits and Systems.
_934116
650 2 4 _aProcessor Architectures.
_934117
650 2 4 _aCommunications Engineering, Networks.
_931570
700 1 _aFirouzi, Farshad.
_eeditor.
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_934118
700 1 _aChakrabarty, Krishnendu.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_914047
700 1 _aNassif, Sani.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_934119
710 2 _aSpringerLink (Online service)
_934120
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030303662
776 0 8 _iPrinted edition:
_z9783030303686
776 0 8 _iPrinted edition:
_z9783030303693
856 4 0 _uhttps://doi.org/10.1007/978-3-030-30367-9
912 _aZDB-2-ENG
912 _aZDB-2-SXE
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