Review on Smart Electro-Clothing Systems (SeCSs)

This review paper presents an overview of the smart electro-clothing systems (SeCSs) targeted at health monitoring, sports benefits, fitness tracking, and social activities. Technical features of the available SeCSs, covering both textile and electronic components, are thoroughly discussed and their applications in the industry and research purposes are highlighted. In addition, it also presents the developments in the associated areas of wearable sensor systems and textile-based dry sensors. As became evident during the literature research, such a review on SeCSs covering all relevant issues has not been presented before. This paper will be particularly helpful for new generation researchers who are and will be investigating the design, development, function, and comforts of the sensor integrated clothing materials.

[1]  Juwon Lee,et al.  Design of Filter to Reject Motion Artifacts of PPG Signal by Using Two Photosensors , 2012, J. Inform. and Commun. Convergence Engineering.

[2]  George G. Malliaras,et al.  Fully Printed Electrodes on Stretchable Textiles for Long‐Term Electrophysiology , 2017 .

[3]  Rafael Ors Carot,et al.  SIVEH: Numerical Computing Simulation of Wireless Energy-Harvesting Sensor Nodes , 2013, Sensors.

[4]  Roger Abächerli,et al.  Embroidered Electrode with Silver/Titanium Coating for Long-Term ECG Monitoring , 2015, Sensors.

[5]  Nancy Lee Harper,et al.  Beating together: A case study of heart rate in partner change in violin and piano duo , 2013 .

[6]  A. Froehle,et al.  Validating a Commercial Device for Continuous Activity Measurement in the Older Adult Population for Dementia Management. , 2017, Smart health.

[7]  M. Moniri,et al.  Power harvesting for smart sensor networks in monitoring water distribution system , 2011, 2011 International Conference on Networking, Sensing and Control.

[8]  David Coulon,et al.  Washable and Reliable Textile Electrodes Embedded into Underwear Fabric for Electrocardiography (ECG) Monitoring , 2018, Materials.

[9]  Lucy E. Dunne,et al.  Surface-mount manufacturing for e-textile circuits , 2017, SEMWEB.

[10]  Raul Fernández-García,et al.  E-Textile Embroidered Metamaterial Transmission Line for Signal Propagation Control , 2018, Materials.

[11]  Junaidah Bte Mustafa Kamal.,et al.  Remote health monitoring. , 2013 .

[12]  João Gomes,et al.  Wearable E-Textile Technologies: A Review on Sensors, Actuators and Control Elements , 2018 .

[13]  Thomas Christen,et al.  Theory of Ragone plots , 2000 .

[14]  Jesse Jur,et al.  Fabric-Based Wearable Dry Electrodes for Body Surface Biopotential Recording , 2016, IEEE Transactions on Biomedical Engineering.

[15]  João Barros,et al.  A Mobile Sensing Approach to Stress Detection and Memory Activation for Public Bus Drivers , 2015, IEEE Transactions on Intelligent Transportation Systems.

[16]  Julfikar Haider,et al.  An Overview on the Development of Natural Renewable Materials for Textile Applications , 2019 .

[17]  Luigi Iuppariello,et al.  New posturographic assessment by means of novel e-textile and wireless socks device , 2016, 2016 IEEE International Symposium on Medical Measurements and Applications (MeMeA).

[18]  Kai Yang,et al.  E-Textiles for Healthy Ageing , 2019, Sensors.

[19]  Bernard P. Corbman Textiles: Fiber to fabric , 1975 .

[20]  Scott K. Lynn,et al.  Validity and Reliability of Surface Electromyography Measurements from a Wearable Athlete Performance System. , 2018, Journal of sports science & medicine.

[21]  Marcelo Bissi Pires,et al.  Sensor Fusion and Smart Sensor in Sports and Biomedical Applications , 2016, Sensors.

[22]  David G Armstrong,et al.  Skin temperature monitoring reduces the risk for diabetic foot ulceration in high-risk patients. , 2007, The American journal of medicine.

[23]  Michael D Dickey,et al.  Soft electrodes combining hydrogel and liquid metal. , 2018, Soft matter.

[24]  Joy C. MacDermid,et al.  Psychometric properties of the Zephyr bioharness device: a systematic review , 2018, BMC Sports Science, Medicine and Rehabilitation.

[25]  Takao Someya,et al.  Printable elastic conductors with a high conductivity for electronic textile applications , 2015, Nature Communications.

[26]  Eric Reiher,et al.  Deep Convolutional Neural Network for ECG-based Human Identification , 2018 .

[27]  João Paulo da Silva Cunha,et al.  Changes in ST, QT and RR ECG intervals during acute stress in firefighters: A pilot study , 2016, 2016 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC).

[28]  Marimuthu Palaniswami,et al.  Internet of Things (IoT): A vision, architectural elements, and future directions , 2012, Future Gener. Comput. Syst..

[29]  Ravi Bagree,et al.  Design of a low-power, low-cost ECG & EMG sensor for wearable biometric and medical application , 2017, 2017 IEEE SENSORS.

[30]  Jong-Duk Son,et al.  Development of smart sensors system for machine fault diagnosis , 2009, Expert Syst. Appl..

[31]  Erik Vavrinsky,et al.  Design of EMG wireless sensor system , 2011, 2011 International Conference on Applied Electronics.

[32]  Kwang-Seok Yun,et al.  ECG Monitoring Garment Using Conductive Carbon Paste for Reduced Motion Artifacts , 2017, Polymers.

[33]  Nikhil V. Divekar,et al.  Wearable , 2018, Encyclopedia of Education and Information Technologies.

[34]  Min Chen,et al.  Smart Clothing: Connecting Human with Clouds and Big Data for Sustainable Health Monitoring , 2016, Mobile Networks and Applications.

[35]  Wei Li,et al.  Motion artifact removal based on periodical property for ECG monitoring with wearable systems , 2017, Pervasive Mob. Comput..

[36]  Dominique Paret,et al.  Examples of Smart Apparel , 2019 .

[37]  Matthew R. Patterson,et al.  Daily Mental Stress Prediction Using Heart Rate Variability , 2018 .

[38]  Subham Ghosh,et al.  Body surface mapping using an ECG belt to characterize electrical heterogeneity for different left ventricular pacing sites during cardiac resynchronization: Relationship with acute hemodynamic improvement. , 2017, Heart rhythm.

[39]  S. Beeby,et al.  Waterproof and durable screen printed silver conductive tracks on textiles , 2013 .

[40]  Tapas Mondal,et al.  Wearable Sensors for Remote Health Monitoring , 2017, Sensors.

[41]  Christofer Hierold,et al.  Skin Conformal Polymer Electrodes for Clinical ECG and EEG Recordings , 2018, Advanced healthcare materials.

[42]  George K Stylios,et al.  A Novel Textile Stitch-Based Strain Sensor for Wearable End Users , 2019, Materials.

[43]  S. Peng,et al.  Prediction free energy neutral power management for energy harvesting wireless sensor nodes , 2014, Ad Hoc Networks.

[44]  W. Wang,et al.  A Smart Sensing Unit for Vibration Measurement and Monitoring , 2010, IEEE/ASME Transactions on Mechatronics.

[45]  Edward Grant,et al.  Fabric-Based Active Electrode Design and Fabrication for Health Monitoring Clothing , 2009, IEEE Transactions on Information Technology in Biomedicine.

[46]  Nicola Gaibazzi,et al.  The Heart Sentinel™ app for detection and automatic alerting in cardiac arrest during outdoor sports: Field tests and ventricular fibrillation simulation results. , 2018, International journal of cardiology.

[47]  憲 佐野,et al.  総論(Instruction For Use) , 2015 .

[48]  Failure Modes in Textile Interconnect Lines , 2012, IEEE Electron Device Letters.

[49]  Yutaka Imai,et al.  Wearable Motion Tolerant PPG Sensor for Instant Heart Rate in Daily Activity , 2017, BIOSIGNALS.

[50]  John D. Enderle,et al.  Introduction to Biomedical Engineering , 1999 .

[51]  Evans Sordiashie,et al.  ELECTROMAGNETIC HARVESTING TO POWER ENERGY MANAGEMENT SENSORS IN THE BUILT ENVIRONMENT , 2012 .

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

[53]  Brendan Michael,et al.  Activity recognition with wearable sensors on loose clothing , 2017, PloS one.

[54]  Nuno Ferreira,et al.  VitalLogger: An adaptable wearable physiology and body-area ambiance data logger for mobile applications , 2017, 2017 IEEE 14th International Conference on Wearable and Implantable Body Sensor Networks (BSN).

[55]  J. Jur,et al.  Inkjet Printing of Reactive Silver Ink on Textiles. , 2019, ACS applied materials & interfaces.

[56]  Benjamin M. Smith,et al.  Late Breaking Abstract - Validation of Hexoskin biometric technology to monitor ventilatory responses at rest and during exercise in COPD , 2017 .

[57]  Stéphane Hallé,et al.  Validation of a Wearable Biometric System’s Ability to Monitor Heart Rate in Two Different Climate Conditions under Variable Physical Activities , 2017 .

[58]  José Maria Fernandes,et al.  A real time, wearable ECG and continous blood pressure monitoring system for first responders , 2011, 2011 Annual International Conference of the IEEE Engineering in Medicine and Biology Society.

[59]  Tiago M. Fernández-Caramés,et al.  Towards The Internet-of-Smart-Clothing: A Review on IoT Wearables and Garments for Creating Intelligent Connected E-Textiles , 2018, Electronics.