Validation of a Commercial Android Smartwatch as an Activity Monitoring Platform

被引:7
作者
Amor, James D. [1 ]
James, Christopher J. [1 ]
机构
[1] Univ Warwick, Sch Engn, Coventry CV31 2BT, W Midlands, England
基金
英国工程与自然科学研究理事会;
关键词
Accelerometers; activity monitoring; evaluation framework; physical activity; smartwatch; PHYSICAL-ACTIVITY; SEDENTARY BEHAVIOR; ADULTS;
D O I
10.1109/JBHI.2017.2732678
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Activity monitoring (AM) is an established technique for the assessment of a person's physical activity. With the rapid rise of smartwatch technology, this platform presents an interesting opportunity to use a device for AM that has both the ability to monitor activity and also the ability to interface seamlessly with other healthcare systems. There are questions however around the suitability of smartwatches as monitoring devices. This paper presents a validation of one smartwatch, the ZGPAX S8, for use as an activity monitor. Two experiments are presented: a physical manipulation test and a co-location test. In the physical manipulation test, three S8s are compared to a reference accelerometer under human physical manipulation. In the co-location test, the smartwatch is used alongside a reference device for a period of three hours by four participants to assess both the accelerometer data and the results of processing on data from both devices. Findings from these experiments show that the S8 accelerometer has a good correlation and limits of agreement in the physical manipulation test (r(2) similar to 0.95, CR similar to 2.5 m/s(2)), and excellent correlation and limits of agreement in the analysis of processed data from the co-location experiment (r(2) 0.99, CR similar to 0.23). From these results, the S8 is evaluated to be a suitable device for AM. Some specific limitations in the S8 are identified such as data range clipping, time drift and sample rate consistency, but these are not found to impact on the suitability of the device once algorithmic processing is applied to the data.
引用
收藏
页码:968 / 978
页数:11
相关论文
共 23 条
[21]   Validation of Five Minimally Obstructive Methods to Estimate Physical Activity Energy Expenditure in Young Adults in Semi-Standardized Settings [J].
Schneller, Mikkel B. ;
Pedersen, Mogens T. ;
Gupta, Nidhi ;
Aadahl, Mette ;
Holtermann, Andreas .
SENSORS, 2015, 15 (03) :6133-6151
[22]   Changes in Physical Activity over Time in Young Children: A Longitudinal Study Using Accelerometers [J].
Taylor, Rachael W. ;
Williams, Sheila M. ;
Farmer, Victoria L. ;
Taylor, Barry J. .
PLOS ONE, 2013, 8 (11)
[23]   Physical activity monitoring in COPD: Compliance and associations with clinical characteristics in a multicenter study [J].
Waschki, Benjamin ;
Spruit, Martijn A. ;
Watz, Henrik ;
Albert, Paul S. ;
Shrikrishna, Dinesh ;
Groenen, Miriam ;
Smith, Cayley ;
Man, William D. -C. ;
Tal-Singer, Ruth ;
Edwards, Lisa D. ;
Calverley, Peter M. A. ;
Magnussen, Helgo ;
Polkey, Michael I. ;
Wouters, Emiel F. M. .
RESPIRATORY MEDICINE, 2012, 106 (04) :522-530