Description
Vital signs, such as heart rate and respiration rate, are useful to health monitoring because they can provide important physiological insights for medical diagnosis and well-being management. Most traditional methods for measuring vital signs require a person to wear biomedical devices, such as a capnometer, a pulse oximeter, or an electrocardiogram sensor. These contact-based technologies are inconvenient, cumbersome, and uncomfortable to use. There is a compelling need for technologies that enable contact-free, easily deployable, and long-term monitoring of vital signs for healthcare.Contactless Vital Signs Monitoring presents a systematic and in-depth review on the principles, methodologies, and opportunities of using different wavelengths of an electromagnetic spectrum to measure vital signs from the human face and body contactlessly. The volume brings together pioneering researchers active in the field to report the latest progress made, in an intensive and structured way. It also presents various healthcare applications using camera and radio frequency-based monitoring, from clinical care to home care, to sport training and automotive, such as patient/neonatal monitoring in intensive care units, general wards, emergency department triage, MR/CT cardiac and respiratory gating, sleep centers, baby/elderly care, fitness cardio training, driver monitoring in automotive settings, and more.This book will be an important educational source for biomedical researchers, AI healthcare researchers, computer vision researchers, wireless-sensing researchers, doctors/clinicians, physicians/psychologists, and medical equipment manufacturers.- Includes various contactless vital signs monitoring techniques, such as optical-based, radar-based, WiFi-based, RFID-based, and acoustic-based methods.- Presents a thorough introduction to the measurement principles, methodologies, healthcare applications, hardware set-ups, and systems for contactless measurement of vital signs using camera or RF sensors.- Presents the opportunities for the fusion of camera and RF sensors for contactless vital signs monitoring and healthcare.
Table of Contents
1. Human physiology and contactless vital signs monitoring using camera and wireless signalsXuyu Wang and Dangdang ShaoPart I: Camera-based vital signs monitoring2. Physiological origin of camera-based PPG imagingAlexei A. Kamshilin and Oleg V. Mamontov3. Model-based camera-PPG: pulse rate monitoring in fitnessAlbertus C. den Brinker and Wenjin Wang4. Camera-based respiration monitoring: motion and PPG-based measurementWenjin Wang and Albertus C. den Brinker5. Camera-based blood oxygen measurementIzumi Nishidate6. Camera-based blood pressure monitoringKeerthana Natarajan, Mohammad Yavarimanesh, Wenjin Wang, and Ramakrishna Mukkamala7. Clinical applications for imaging photoplethysmographySebastian Zaunseder and Stefan Rasche8. Applications of camera-based physiological measurement beyond healthcareDaniel McDuffPart II: Wireless sensor-based vital signs monitoring9. Radar-based vital signs monitoringJingtao Liu, Yuchen Li, and Changzhan Gu10. Received power-based vital signs monitoringJie Wang, Alemayehu Solomon Abrar, and Neal Patwari11. WiFi CSI-based vital signs monitoringDaqing Zhang, Youwei Zeng, Fusang Zhang, and Jie Xiong12. RFID-based vital signs monitoringYuanqing Zheng and Yanwen Wang13. Acoustic-based vital signs monitoringXuyu Wang and Shiwen Mao14. RF and camera-based vital signs monitoring applicationsLi Zhang, Changhong Fu, Changzhi Li, and Hong Hong
