An Ultra Low Power Personalizable Wrist Worn ECG Monitor Integrated With IoT Infrastructure

Cardiovascular diseases are the leading cause of death in the U.K., motivating the use of long term wearable devices to monitor the heart in out-of-the-clinic settings. While a wide number of heart rate measuring wearable devices are now available, they are principally based upon photoplethysmography rather than the electrocardiogram (ECG) and are stand-alone devices rather than integrated with Internet-of-Things infrastructures which collect and combine information from a wide range of sensors. This paper presents a wrist worn ECG sensor which integrates with the SPHERE IoT platform—the UK’s demonstrator platform for health monitoring in the home environment, combining a range of on-person and ambient sensors. The ECG device integrates ultralow power consumption electronics with personalizable 3-D printed casings which maintain gold standard Ag/AgCl electrodes to provide measurements of the raw ECG waveform, heart rate, and meanNN and SDNN heart rate variability parameters. The end device allows for more than a month of battery life for a weight of <50 g including the watch straps. The design and heart sensing performance of the device are presented in detail, together with the integration with the SPHERE IoT platform.

[1]  Tomas B. Garcia,et al.  12-Lead ECG: The Art of Interpretation , 2013 .

[2]  Maria Romano,et al.  An ultra-high input impedance ECG amplifier for long-term monitoring of athletes , 2010, Medical devices.

[3]  N. Selvaraj,et al.  Assessment of heart rate variability derived from finger-tip photoplethysmography as compared to electrocardiography , 2008, Journal of medical engineering & technology.

[4]  Mohammad Bagher Shamsollahi,et al.  ECG Denoising and Compression Using a Modified Extended Kalman Filter Structure , 2008, IEEE Transactions on Biomedical Engineering.

[5]  Adrian D. C. Chan,et al.  Design of a gel-less two-electrode ECG monitor , 2010, 2010 IEEE International Workshop on Medical Measurements and Applications.

[6]  Jeffrey M. Hausdorff,et al.  Physionet: Components of a New Research Resource for Complex Physiologic Signals". Circu-lation Vol , 2000 .

[7]  Zhe Zhang,et al.  A 2.89 $\mu $ W Dry-Electrode Enabled Clockless Wireless ECG SoC for Wearable Applications , 2016, IEEE Journal of Solid-State Circuits.

[8]  Dian Zhou,et al.  A Novel Framework for Motion-Tolerant Instantaneous Heart Rate Estimation by Phase-Domain Multiview Dynamic Time Warping , 2017, IEEE Transactions on Biomedical Engineering.

[9]  Kenji Suzuki,et al.  An ECG monitoring system through flexible clothes with elastic material , 2015, 2015 17th International Conference on E-health Networking, Application & Services (HealthCom).

[10]  Xenofon Fafoutis,et al.  Experiences and Lessons Learned From Making IoT Sensing Platforms for Large-Scale Deployments , 2018, IEEE Access.

[11]  K. Park,et al.  Flexible polymeric dry electrodes for the long-term monitoring of ECG , 2008 .

[12]  Refet Firat Yazicioglu,et al.  A 172 $\mu$W Compressively Sampled Photoplethysmographic (PPG) Readout ASIC With Heart Rate Estimation Directly From Compressively Sampled Data , 2017, IEEE Transactions on Biomedical Circuits and Systems.

[13]  Robert J. Piechocki,et al.  Extending the battery lifetime of wearable sensors with embedded machine learning , 2018, 2018 IEEE 4th World Forum on Internet of Things (WF-IoT).

[14]  Jason J. Saleem,et al.  Wearable Heart Rate Monitor Technology Accuracy in Research: A Comparative Study Between PPG and ECG Technology , 2017 .

[15]  Karsten Hoppe,et al.  Automatic Real-Time Embedded QRS Complex Detection for a Novel Patch-Type Electrocardiogram Recorder , 2015, IEEE Journal of Translational Engineering in Health and Medicine.

[16]  Virginia Pensabene,et al.  Assessment of the Fitbit Charge 2 for monitoring heart rate , 2018, PloS one.

[17]  L. Hood,et al.  P4 medicine: how systems medicine will transform the healthcare sector and society. , 2013, Personalized medicine.

[18]  Alexander J. Casson,et al.  Energy efficient heart rate sensing using a painted electrode ECG wearable , 2017, 2017 Global Internet of Things Summit (GIoTS).

[19]  Willis J. Tompkins,et al.  A Real-Time QRS Detection Algorithm , 1985, IEEE Transactions on Biomedical Engineering.

[20]  S. Lipsitz,et al.  Trends in Seniors' Use of Digital Health Technology in the United States, 2011-2014. , 2016, JAMA.

[21]  Bernadette A. Thomas,et al.  Global and regional mortality from 235 causes of death for 20 age groups in 1990 and 2010: a systematic analysis for the Global Burden of Disease Study 2010 , 2012, The Lancet.

[22]  Theodore Tryfonas,et al.  Privacy Leakage of Physical Activity Levels in Wireless Embedded Wearable Systems , 2017, IEEE Signal Processing Letters.

[23]  Qiao Li,et al.  An open source benchmarked toolbox for cardiovascular waveform and interval analysis , 2018, Physiological measurement.

[24]  Fangmin Sun,et al.  A wearable H-shirt for exercise ECG monitoring and individual lactate threshold computing , 2017, Comput. Ind..

[25]  A. Malliani,et al.  Heart rate variability. Standards of measurement, physiological interpretation, and clinical use , 1996 .

[26]  Maria M Cvach,et al.  Daily Electrode Change and Effect on Cardiac Monitor Alarms: An Evidence-Based Practice Approach , 2013, Journal of nursing care quality.

[27]  P. Tallgren,et al.  Evaluation of commercially available electrodes and gels for recording of slow EEG potentials , 2005, Clinical Neurophysiology.

[28]  Paulo Mateus Mendes,et al.  Development of a two-electrode ECG acquisition system with dynamic interference rejection , 2011, 1st Portuguese Biomedical Engineering Meeting.

[29]  Yong Zhu,et al.  Wearable silver nanowire dry electrodes for electrophysiological sensing , 2015 .

[30]  P. S. Das,et al.  Fashionable wrist band using highly conductive fabric for electrocardiogram signal monitoring , 2019 .

[31]  Wan-Young Chung,et al.  Wearable Noncontact Armband for Mobile ECG Monitoring System , 2016, IEEE Transactions on Biomedical Circuits and Systems.

[32]  Stephen Armstrong,et al.  What happens to data gathered by health and wellness apps? , 2016, British Medical Journal.

[33]  Robert J. Piechocki,et al.  Designing Wearable Sensing Platforms for Healthcare in a Residential Environment , 2017, EAI Endorsed Trans. Pervasive Health Technol..

[34]  DaeEun Kim,et al.  Individual Biometric Identification Using Multi-Cycle Electrocardiographic Waveform Patterns , 2018, Sensors.

[35]  Nikolaos G. Bourbakis,et al.  A Survey on Wearable Sensor-Based Systems for Health Monitoring and Prognosis , 2010, IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and Reviews).

[36]  N. Saranummi,et al.  Rethinking Health: ICT-Enabled Services to Empower People to Manage Their Health , 2011, IEEE Reviews in Biomedical Engineering.

[37]  Seppo Mallenius Factors affecting the adoption and use of mobile devices and services by elderly people – results from a pilot study , 2007 .

[38]  Roozbeh Jafari,et al.  An ECG dataset representing real-world signal characteristics for wearable computers , 2015, 2015 IEEE Biomedical Circuits and Systems Conference (BioCAS).

[39]  Alexander J. Casson,et al.  3D Printed Dry EEG Electrodes , 2016, Sensors.

[40]  John G. Webster,et al.  Driven-right-leg circuit design , 1983, IEEE Transactions on Biomedical Engineering.

[41]  R. Simon Sherratt,et al.  Signal Quality and Compactness of a Dual-Accelerometer System for Gyro-Free Human Motion Analysis , 2016, IEEE Sensors Journal.

[42]  Martha Johanna Sepúlveda,et al.  BlooXY: On a non-invasive blood monitor for the IoT context , 2017, 2017 30th IEEE International System-on-Chip Conference (SOCC).

[43]  Westgate Road,et al.  Photoplethysmography and its application in clinical physiological measurement , 2007 .

[44]  Niall Twomey,et al.  SPHERE: A sensor platform for healthcare in a residential environment , 2017 .

[45]  C J Harland,et al.  High resolution ambulatory electrocardiographic monitoring using wrist mounted electric potential sensors , 2003 .

[46]  Kyung-Ho Kim,et al.  A Study on Wrist Band Type Vital Sign Acquisition Device , 2016 .

[47]  Raúl Santos-Rodríguez,et al.  SPHERE in a Box: Practical and Scalable EurValve Activity Monitoring Smart Home Kit , 2017, 2017 IEEE 42nd Conference on Local Computer Networks Workshops (LCN Workshops).

[48]  Samsul Bahari Mohd Noor,et al.  Two electrodes system: Performance on ECG FECG and EMG detection , 2013, 2013 IEEE Student Conference on Research and Developement.

[49]  John C. Batchelor,et al.  Five Day Attachment ECG Electrodes for Longitudinal Bio-Sensing Using Conformal Tattoo Substrates , 2017, IEEE Sensors Journal.

[50]  Roozbeh Jafari,et al.  BioWatch: A Noninvasive Wrist-Based Blood Pressure Monitor That Incorporates Training Techniques for Posture and Subject Variability , 2016, IEEE Journal of Biomedical and Health Informatics.

[51]  Longchun Wang,et al.  Fabrication and characterization of a dry electrode integrated Gecko-inspired dry adhesive medical patch for long-term ECG measurement , 2015 .

[52]  Alina Sorescu,et al.  Data‐Driven Business Model Innovation , 2017 .

[53]  Ki H. Chon,et al.  Heart Rate Monitoring During Intense Physical Activities Using a Motion Artifact Corrupted Signal Reconstruction Algorithm in Wearable Electrocardiogram Sensor , 2016, 2016 IEEE First International Conference on Connected Health: Applications, Systems and Engineering Technologies (CHASE).

[54]  P. Laguna,et al.  Photoplethysmography pulse rate variability as a surrogate measurement of heart rate variability during non-stationary conditions , 2010, Physiological measurement.

[55]  Bernard H. Stark,et al.  Energy Neutral Activity Monitoring: Wearables Powered by Smart Inductive Charging Surfaces , 2016, 2016 13th Annual IEEE International Conference on Sensing, Communication, and Networking (SECON).

[56]  Nitish V. Thakor,et al.  Ground-Free ECG Recording with Two Electrodes , 1980, IEEE Transactions on Biomedical Engineering.

[57]  D. Brodie,et al.  Agreement between three commercially available instruments for measuring short-term heart rate variability , 2004, Physiological measurement.

[58]  J. Vagedes,et al.  How accurate is pulse rate variability as an estimate of heart rate variability? A review on studies comparing photoplethysmographic technology with an electrocardiogram. , 2013, International journal of cardiology.