Validation of the Hexoskin wearable vest during lying, sitting, standing, and walking activities.

We tested the validity of the Hexoskin wearable vest to monitor heart rate (HR), breathing rate (BR), tidal volume (VT), minute ventilation, and hip motion intensity (HMI) in comparison with laboratory standard devices during lying, sitting, standing, and walking. Twenty healthy young volunteers participated in this study. First, participants walked 6 min on a treadmill at speeds of 1, 3, and 4.5 km/h followed by increasing treadmill grades until 80% of their predicted maximal heart rate. Second, lying, sitting, and standing tasks were performed (5 min each) followed by 6 min of treadmill walking at 80% of their ventilatory threshold. Analysis of each individual's mean values under each resting or exercise condition by the 2 measurement systems revealed low coefficient of variation and high intraclass correlation values for HR, BR, and HMI. The Bland-Altman results from HR, BR, and HMI indicated no deviation of the mean value from zero and relatively small variability about the mean. VT and minute ventilation were provided in arbitrary units by the Hexoskin device; however, relative magnitude of change from Hexoskin closely tracked the laboratory standard method. Hexoskin presented low variability, good agreement, and consistency. The Hexoskin wearable vest was a valid and consistent tool to monitor activities typical of daily living such as different body positions (lying, sitting, and standing) and various walking speeds.

[1]  Shuo-Hung Chang,et al.  A wearable yarn-based piezo-resistive sensor , 2008 .

[2]  P. Castiglioni,et al.  MagIC System: a New Textile-Based Wearable Device for Biological Signal Monitoring. Applicability in Daily Life and Clinical Setting , 2005, 2005 IEEE Engineering in Medicine and Biology 27th Annual Conference.

[3]  Ling Bao,et al.  Activity Recognition from User-Annotated Acceleration Data , 2004, Pervasive.

[4]  Nigel H. Lovell,et al.  Implementation of a real-time human movement classifier using a triaxial accelerometer for ambulatory monitoring , 2006, IEEE Transactions on Information Technology in Biomedicine.

[5]  J. Naughton,et al.  Physical activity and the prevention of coronary heart disease. , 1972, Preventive medicine.

[6]  A. Nevill,et al.  Validity and reliability of cardiorespiratory measurements recorded by the LifeShirt during exercise tests , 2009, Respiratory Physiology & Neurobiology.

[7]  Fernando Seoane,et al.  Wearable Biomedical Measurement Systems for Assessment of Mental Stress of Combatants in Real Time , 2014, Sensors.

[8]  G. Parati,et al.  Evaluation of a textile-based wearable system for the electrocardiogram monitoring in cardiac patients. , 2013, Europace : European pacing, arrhythmias, and cardiac electrophysiology : journal of the working groups on cardiac pacing, arrhythmias, and cardiac cellular electrophysiology of the European Society of Cardiology.

[9]  Yuan-Ting Zhang,et al.  Wearable Medical Systems for p-Health , 2008, IEEE Reviews in Biomedical Engineering.

[10]  R. C. Lummel,et al.  Estimating Activity‐related Energy Expenditure Under Sedentary Conditions Using a Tri‐axial Seismic Accelerometer , 2009, Obesity.

[11]  Francesco Rizzo,et al.  Textile Technology for the Vital Signs Monitoring in Telemedicine and Extreme Environments , 2010, IEEE Transactions on Information Technology in Biomedicine.

[12]  A. Lymberis,et al.  Smart fabrics and interactive textile enabling wearable personal applications: R&D state of the art and future challenges , 2008, 2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[13]  Enzo Pasquale Scilingo,et al.  Performance evaluation of sensing fabrics for monitoring physiological and biomechanical variables , 2005, IEEE Transactions on Information Technology in Biomedicine.

[14]  Jean-Yves Fourniols,et al.  Smart wearable systems: Current status and future challenges , 2012, Artif. Intell. Medicine.

[15]  Gerhard Tröster,et al.  A stepwise validation of a wearable system for estimating energy expenditure in field-based research , 2011, Physiological measurement.

[16]  Rita Paradiso,et al.  A wearable health care system based on knitted integrated sensors , 2005, IEEE Transactions on Information Technology in Biomedicine.

[17]  Rita Paradiso,et al.  Wearable healthcare systems, new frontiers of e-textile. , 2005, Studies in health technology and informatics.

[18]  A. Lymberis,et al.  Advanced Wearable Health Systems and Applications - Research and Development Efforts in the European Union , 2007, IEEE Engineering in Medicine and Biology Magazine.

[19]  Franz Konstantin Fuss,et al.  Comparison of Non-Invasive Individual Monitoring of the Training and Health of Athletes with Commercially Available Wearable Technologies , 2016, Front. Physiol..

[20]  B. Whipp,et al.  A new method for detecting anaerobic threshold by gas exchange. , 1986, Journal of applied physiology.