Sensors for Health Monitoring (eBook, ePUB)

Redaktion: Dey, Nilanjan; Kumar, Rajesh; Chaki, Jyotismita

• Format: ePub

Produktbeschreibung

Sensors for Health Monitoring discusses the characteristics of U-Healthcare systems in different domains, providing a foundation for working professionals and undergraduate and postgraduate students. The book provides information and advice on how to choose the best sensors for a U-Healthcare system, advises and guides readers on how to overcome challenges relating to data acquisition and signal processing, and presents comprehensive coverage of up-to-date requirements in hardware, communication and calculation for next-generation uHealth systems. It then compares new technological and technical trends and discusses how they address expected u-Health requirements. In addition, detailed information on system operations is presented and challenges in ubiquitous computing are highlighted. The book not only helps beginners with a holistic approach toward understanding u-Health systems, but also presents researchers with the technological trends and design challenges they may face when designing such systems. - Presents an outstanding update on the use of U-Health data analysis and management tools in different applications, highlighting sensor systems - Highlights Internet of Things enabled U-Healthcare - Covers different data transmission techniques, applications and challenges with extensive case studies for U-Healthcare systems

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Produktdetails

• Verlag: Elsevier Science & Techn.
• Seitenzahl: 322
• Erscheinungstermin: 9. September 2019
• Englisch
• ISBN-13: 9780128193624
• Artikelnr.: 61688713

Autorenporträt

Jyotismita Chaki, Ph.D., is an Assistant Professor in School of Computer Science and Engineering at Vellore Institute of Technology, Vellore, India. She has done her PhD (Engg) from Jadavpur University, Kolkata, India. Her research interests include: Computer Vision and Image Processing, Pattern Recognition, Medical Imaging, Artificial Intelligence and Machine learning. She has authored more than forty international conferences and journal papers. She is the author and editor of more than five books. Currently she is the academic editor of PLOS ONE journal (IF: 3.24) and Associate editor of IET Image Processing Journal (IF: 2.373), Array journal (Elsevier) and Machine Learning with Applications journal (Elsevier).

Inhaltsangabe

PART I - U-Healthcare Monitoring System using Sensor Networks
1. Advanced Processing Techniques and Secure Architecture for Sensor Networks in Ubiquitous Healthcare Systems
2. Wireless Sensor Networks towards convenient infrastructure in Health care industry: A systematic study
3. A Comprehensive Dialogue for U-Body Sensor Network (UBSN) with Experimental Case Study
4. Compressive Sensing in Medical Signal Processing and Imaging Systems

PART II - Internet of Things for U-Healthcare
5. Nanopore Sequencing Technology and Internet of Living Things: A Big Hope for U-Healthcare
6. Internet of Things (IoT) Enabled Virtual Environment for U-Health Monitoring
7. Health status from your body to the cloud: Behavioural relationship between IoT and classification techniques in abnormal situation
8. Intelligent energy efficient healthcare models integrated with IoT and LoRa Network
9. Wearable Fitness Band Based U-Health Monitoring
10. Role of Trust in Ubiquitous Healthcare System: Challenges and Opportunities

PART III - Applications of Pattern Recognition Algorithms in U-Healthcare
11. PNN based Classification of Retinal Diseases using Fundus Images
12. Performance Comparison Analysis of different classifiers for Early Detection of Knee Osteoarthritis
13. A Comparative Study for Brain Tumor Detection in MRI Images using Texture Features