Title :
Improving Compliance in Remote Healthcare Systems Through Smartphone Battery Optimization
Author :
Alshurafa, Nabil ; Eastwood, Jo-Ann ; Nyamathi, Suneil ; Liu, Jason J. ; Wenyao Xu ; Ghasemzadeh, Hassan ; Pourhomayoun, Mohammad ; Sarrafzadeh, Majid
Author_Institution :
Dept. of Comput. Sci., Univ. of California, Los Angeles, Los Angeles, CA, USA
Abstract :
Remote health monitoring (RHM) has emerged as a solution to help reduce the cost burden of unhealthy lifestyles and aging populations. Enhancing compliance to prescribed medical regimens is an essential challenge to many systems, even those using smartphone technology. In this paper, we provide a technique to improve smartphone battery consumption and examine the effects of smartphone battery lifetime on compliance, in an attempt to enhance users´ adherence to remote monitoring systems. We deploy WANDA-CVD, an RHM system for patients at risk of cardiovascular disease (CVD), using a wearable smartphone for detection of physical activity. We tested the battery optimization technique in an in-lab pilot study and validated its effects on compliance in the Women´s Heart Health Study. The battery optimization technique enhanced the battery lifetime by 192% on average, resulting in a 53% increase in compliance in the study. A system like WANDA-CVD can help increase smartphone battery lifetime for RHM systems monitoring physical activity.
Keywords :
biomechanics; biomedical telemetry; body sensor networks; cardiovascular system; cells (electric); consumer behaviour; diseases; health care; medical signal detection; medical signal processing; optimisation; patient monitoring; power consumption; smart phones; telemedicine; CVD patient; RHM system; WANDA-CVD; aging population; cardiovascular disease risk; cost reduction; in-lab pilot study; medical regimen compliance; physical activity detection; physical activity monitoring; remote health monitoring; remote healthcare system compliance; remote monitoring system; smartphone battery consumption; smartphone battery lifetime effect; smartphone battery optimization; smartphone technology; unhealthy lifestyle; user adherence enhancement; wearable smartphone; women heart health study; Accelerometers; Batteries; Biomedical monitoring; Heart; IEEE 802.11 Standards; Monitoring; Optimization; Battery optimization; remote health monitoring; user compliance;
Journal_Title :
Biomedical and Health Informatics, IEEE Journal of
DOI :
10.1109/JBHI.2014.2329712