IoT and WSN based smart cities : a machine learning perspective / Shalli Rani, Vyasa Sai, R. Maheswar, editors.
Rani, Shalli, editor.; Sai, Vyasa, editor.; Maheswar, R., 1978- editor.
2022
TK5105.8857
Available Online

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Title IoT and WSN based smart cities : a machine learning perspective / Shalli Rani, Vyasa Sai, R. Maheswar, editors.
ISBN 9783030841829 (electronic bk.)
3030841820 (electronic bk.)
9783030841812
3030841812
DOI https://doi.org/10.1007/978-3-030-84182-9
Published Cham : Springer, [2022]
Copyright ©2022
Language English
Description 1 online resource : illustrations (chiefly color).
Other Standard Identifiers 10.1007/978-3-030-84182-9 doi
Call Number TK5105.8857
Dewey Decimal Classification 004.67/8
Summary This book provides an investigative approach to how machine learning is helping to maintain and secure smart cities, including principal uses such as smart monitoring, privacy, reliability, and public protection. The authors cover important areas and issues around implementation roadblocks, ideas, and opportunities in smart city development. The authors also include new algorithms, architectures and platforms that can accelerate the growth of smart city concepts and applications. Moreover, this book provides details on specific applications and case studies related to smart city infrastructures, big data management, and prediction techniques using machine learning. Explores various applications to show how machine learning is helping to maintain and secure smart cities; Includes developments on how applying machine learning to IoT and WSN can help in monitoring, privacy, and reliability of smart cities; Provides a platform for researchers and professionals to explore applications of IoT for smart cities.
Note Includes index.
Access Note Access limited to authorized users.
Source of Description Online resource; title from PDF title page (SpringerLink, viewed June 10, 2022).
Added Author Rani, Shalli, editor.
Sai, Vyasa, editor.
Maheswar, R., 1978- editor.
Series EAI/Springer innovations in communication and computing.
Available in Other Form Print version: 9783030841812
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Record Appears in Online Resources > Ebooks
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Chapter 1. Protocol Design for Earthquake Alert and Evacuation in Smart Buildings
Chapter 2. Impact of Internet of Things and Clinical Decision Support System in Healthcare
Chapter 3. Smart Healthcare Support Using Data Mining and Machine Learning
Chapter 4. Window Functions for Phasor Signal Processing of Wide Area Measurement in Smart Grid Communications
Chapter 5. Facens Smart Campus Integrated Dashboard: A Use case applied for Energy Efficiency
Chapter 6. Cloud Internet of Things in Medical and Smart Healthcare Applications
Chapter 7. Tornado Forecast Visualization for Effective Rescue Planning
Chapter 8. Situational Awareness for Law Enforcement and Public Safety Agencies Operating in Smart Cities-Part I
Chapter 9. Situational Awareness for Law Enforcement and Public Safety Agencies Operating in Smart Cities: Part II
Chapter 10. A Wireless Sensor Architecture for Efficient Water Quality Measurement and Monitoring Using IO
Chapter 11. Design of a WSN Platform for Internet of Things Applications
Chapter 12. Performance Analysis of Modulation Techniques over an Smart City Optical Communication Channel under Weak Atmospheric Turbulence
Chapter 13. Towards Secure Cyber Infrastructure for SmartCities: Learning based Intelligent Solutions
Chapter 14. Utilizing ICN caching for IoT big data management in WSN based vehicular networks
Chapter 15. Integration of WSN and IoT: Its Applications and Technologies?
Chapter 16. Choice Based Recreation Facility for Smart Cities.

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