Title :
Noninvasive Ambulatory Monitoring of the Electric and Mechanical Function of Heart with a Multifunction Wearable Sensor
Author :
Xianxiang Chen ; Xinyu Hu ; Ren Ren ; Bing Zhou ; Xiao Tan ; Jiabai Xie ; Zhen Fang ; Yangmin Qian ; Huaiyong Li ; Lili Tian ; Shanhong Xia
Author_Institution :
State Key Lab. of Transducer Technol., Inst. of Electron., Beijing, China
Abstract :
A multifunction wearable noninvasive ambulatory monitoring sensor based on Electrocardiogram (ECG) and Impedance Cardiography (ICG) has been designed, fabricated and tested. The electric function (with ECG) and mechanical function (with ICG) of the heart can be monitored simultaneously and continuously. Based the RR serials computed from ECG waveform, the sympathetic and parasympathetic function of the automatic nervous system can also be monitored at the same time. The physical activity is monitored with a 3-axis accelerometer and a 3-axis gyroscope chip on the sensor board. The physical activity data is very important because heart rate and cardiac output etc has different standard value under different movement intensity conditions. Hemodynamic parameters such as stroke volume (SV), cardiac output (CO) and cardiac index (CI) can be estimated according to Kubicek Formula by extracting characteristic points and characteristic periods of the ICG Signal. CI is CO divided by body surface area. CI is comparable among people because it is not influenced by the body height and body weight. The detection accuracy has also been validated with a commercial patient monitor from Mind Ray company, the correlation coefficient is 0.83.
Keywords :
accelerometers; biomedical telemetry; body sensor networks; correlation methods; data acquisition; electric impedance measurement; electrocardiography; feature extraction; gyroscopes; haemodynamics; medical signal processing; neurophysiology; parameter estimation; patient monitoring; plethysmography; 3-axis accelerometer; 3-axis gyroscope chip; ECG waveform; ICG signal characteristic period extraction; ICG signal characteristic point extraction; Kubicek formula; RR serial computation; automatic nervous system; body height effect; body surface area; body weight effect; cardiac index estimation; cardiac output estimation; commercial patient monitor; continuous ECG-ICG monitoring; correlation coefficient; detection accuracy validation; electrocardiogram; heart electric function monitoring; heart mechanical function monitoring; hemodynamic parameter estimation; impedance cardiography; movement intensity conditions; multifunction wearable sensor design; noninvasive ambulatory monitoring sensor; parasympathetic function monitoring; physical activity monitoring; sensor board; sensor fabrication; sensor testing; simultaneous ECG-ICG monitoring; standard cardiac output value; standard heart rate value; stroke volume estimation; Biomedical monitoring; Electrocardiography; Electrodes; Heart rate; Hemodynamics; Monitoring; Cardiac index; Cardiac output; Characteristic points; Electrocardiogram; Heart rate variability; Impedance Cardiography; Noninvasive ambulatory monitoring;
Conference_Titel :
Computer Software and Applications Conference Workshops (COMPSACW), 2014 IEEE 38th International
Conference_Location :
Vasteras
DOI :
10.1109/COMPSACW.2014.111