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Title Body area network challenges and solutions / R. Maheswar, G.R. Kanagachidambaresan, R. Jayaparvathy, Sabu M. Thampi, editors
Published Cham, Switzerland : Springer, [2019]
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Description 1 online resource (xvii, 157 pages) : illustrations
Series EAI/Springer innovations in communication and computing
EAI/Springer Innovations in Communication and Computing
Contents Intro; Dedication; Preface; Acknowledgements; Contents; Contributors; About the Editors; Body Area Network (BAN) for Healthcare by Wireless Mesh Network (WMN); 1 Introduction; 2 Wireless Mesh Network; 3 Electromagnetic Radiation and Radio Waves; 4 Low-Power Computing Design for Wearable Devices; 5 Radiofrequency Interference; 6 WBAN Systems for Healthcare; 7 Data Management: Edge Computing vs. Cloud Computing; 8 Wireless Body Area Network: Future Perspective for Self-Monitoring Systems; 9 Conclusions; References; Uncured Disease Rectification Using Net Collaborating Systems; 1 Introduction
2 Literature Review3 Query Classification for Net Collaborating Systems; 4 Query Analysis Based on Broad Categorization; 4.1 Class 1 Tracker; 4.2 Class 2 Tracker; 5 Working of a Net Collaborating System; 6 Response of the Query Tracker; 6.1 Normal Observation; 6.2 Medium Observation; 6.3 Higher Observation; 7 Query Analysis Based on Decisive Categorization; 7.1 Less Than 45 Years; 7.2 Above 45 Years; High Priority; Low Priority; 8 Overall Query Analysis and Response; 8.1 Lower Priority; 8.2 Higher Priority; 9 Social Networking Tracking Packages; 10 Result and Discussion; 11 Conclusion
3.2 Data Transmission and Data Collection Challenges3.3 Data Storage Challenges; 3.4 Data Analytics Challenges; 4 Data Reliability and Quality Metrics for BAN; 4.1 QoI Dimensions and Metrics for Diabetes Monitoring; 4.2 QoI Framework for Diabetes Monitoring; 5 Research Directions; 5.1 Sensor Level; 5.2 Network Level; 5.3 Human-Centric Level; 6 Conclusion; References; Machine Learning-Based Cognitive Support System for Healthcare; 1 Introduction; 2 Need for Machine Learning in Healthcare; 2.1 Denoising Process; 2.2 Feature Extraction (FE) Process; 2.3 Feature Selection Process
5 Wireless Healthcare Systems' Reliability6 Conclusion; References; Data Reliability and Quality in Body Area Networks for Diabetes Monitoring; 1 Introduction; 2 Body Area Networks for Diabetes Monitoring; 2.1 Traditional Systems; 2.2 Continuous Glucose Monitoring Systems; 2.3 Challenges of CGMs; 2.4 Existing Continuous Glucose Monitoring Systems; 2.5 Comparisons of CGM Systems; 2.6 Recent Advances in Sensor Technologies; 2.7 Non-invasive Devices for Glucose Monitoring; 3 Data Reliability and Quality in BAN for Diabetes Monitoring; 3.1 Stages of Diabetes Data Management
Summary This book provides a novel solution for existing challenges in wireless body sensor networks (WBAN) such as network lifetime, fault tolerant approaches, reliability, security, and privacy. The contributors first discuss emerging trends of WBAN in the present health care system. They then provide possible solutions to challenges inherent in WBANs. Finally, they discuss results in working environments. Topics include communication protocols of implanted, wearable and nano body sensor networks; energy harvesting methodologies and experimentation for WBAN; reliability analysis and fault tolerant architecture for WBAN; and handling network failure during critical duration. The contributors consist of researchers and practitioners in WBAN around the world
Notes 2.4 Performance Measures with Machine Learning
Bibliography ReferencesSecurity and Privacy Issues in Remote Healthcare Systems Using Wireless Body Area Networks; 1 Introduction; 2 Security Attacks in Wireless Healthcare System; 2.1 Attacks at Data Collection Level; 2.2 Attacks at Transmission Level; 2.3 Attacks at Storage Level; 3 Security Models for Wireless Healthcare Systems; 3.1 Data Collection Level Security Models; 3.2 Data Transmission Level Security Models; 3.3 Data Storage and Access Level Security Models; 4 Privacy Requirements in Healthcare Systems; 4.1 Access Control; 4.2 Availability; 4.3 Dependability; 4.4 Flexibility
Notes Online resource; title from digital title page (viewed on February 04, 2019)
Subject Body area networks (Electronics)
Body area networks (Electronics)
Form Electronic book
Author Jayaparvathy, R., editor
Kanagachidambaresan, G. R., 1988- editor
Maheswar, R., 1978- editor
Thampi, Sabu M., editor
ISBN 3030008657
9783030008659