Paper Info
Title
Wireless high-frequency NLOS monitoring system for heart disease combined with hospital and home
Abstract
Heart disease is one of the serious public health problems in the world at present. According to the research, the mortality and disability rates of cardiovascular diseases are the highest in the world. In this paper, we introduce wireless radio-frequency technique for health monitoring and use non-line-of-sight (NLOS) biological device to perceive physiological signal of patients. Therefore, we put forward a NLOS monitoring system for heart disease. Firstly, It is used to collect the physiological data of heart disease patients in real time. It is portable and non-line-of-sight, which provides really contact-less and interference-free monitoring environment for patients. Besides, edge computing is introduced to the heart disease monitoring system to support the short-delay and high-reliability response to urgent disease condition. Specifically, we deploy based on deep learning disease prediction model at edge nodes. Meanwhile, combining hospital and home healthcare, we propose rescue strategies for heart attack. To verify the feasibility of wireless NLOS monitoring system for heart disease combined hospital and home, we conduct case analysis for the key technologies and methods in the monitoring system, and built an experimental platform to test the proposed system.
Year
DOI
Venue
2020
10.1016/j.future.2019.11.001
Future Generation Computer Systems
Keywords
DocType
Volume
Heart disease monitor,RF signal,hospital–home collaboration,Edge computing
Journal
110
ISSN
Citations 
PageRank 
0167-739X
0
0.34
References 
Authors
0
4
Name
Order
Citations
PageRank
Jun Yang1375.27
Wenjing Xiao263.46
Huimin Lu378073.60
Ahmed Barnawi418418.06