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Sensorized T-Shirt with Intarsia-Knitted Conductive Textile Integrated Interconnections: Performance Assessment of Cardiac Measurements during Daily Living Activities
University of Borås, Faculty of Textiles, Engineering and Business. Textile Materials Technology, Department of Textile Technology, Faculty of Textiles, Engineering and Business Swedish School of Textiles, University of Borås, 503 32 Borås, Sweden;School of Innovation, Design and Engineering, Mälardalen University, 722 20 Västerås, Sweden.ORCID iD: 0000-0001-6640-1868
University of Borås, Faculty of Textiles, Engineering and Business. Textile Materials Technology, Department of Textile Technology, Faculty of Textiles, Engineering and Business Swedish School of Textiles, University of Borås, 503 32 Borås, Sweden.ORCID iD: 0000-0002-5784-1404
University of Borås, Faculty of Textiles, Engineering and Business. Textile Materials Technology, Department of Textile Technology, Faculty of Textiles, Engineering and Business Swedish School of Textiles, University of Borås, 503 32 Borås, Sweden;UDIT—University of Design, Innovation and Technology, 28016 Madrid, Spain.
University of Borås, Faculty of Textiles, Engineering and Business. Textile Materials Technology, Department of Textile Technology, Faculty of Textiles, Engineering and Business Swedish School of Textiles, University of Borås, 503 32 Borås, Sweden.
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2023 (English)In: Sensors, E-ISSN 1424-8220, Vol. 23, no 22, article id 9208Article in journal (Refereed) Published
Abstract [en]

The development of smart wearable solutions for monitoring daily life health status is increasingly popular, with chest straps and wristbands being predominant. This study introduces a novel sensorized T-shirt design with textile electrodes connected via a knitting technique to a Movesense device. We aimed to investigate the impact of stationary and movement actions on electrocardiography (ECG) and heart rate (HR) measurements using our sensorized T-shirt. Various activities of daily living (ADLs), including sitting, standing, walking, and mopping, were evaluated by comparing our T-shirt with a commercial chest strap. Our findings demonstrate measurement equivalence across ADLs, regardless of the sensing approach. By comparing ECG and HR measurements, we gained valuable insights into the influence of physical activity on sensorized T-shirt development for monitoring. Notably, the ECG signals exhibited remarkable similarity between our sensorized T-shirt and the chest strap, with closely aligned HR distributions during both stationary and movement actions. The average mean absolute percentage error was below 3%, affirming the agreement between the two solutions. These findings underscore the robustness and accuracy of our sensorized T-shirt in monitoring ECG and HR during diverse ADLs, emphasizing the significance of considering physical activity in cardiovascular monitoring research and the development of personal health applications. 

Place, publisher, year, edition, pages
2023. Vol. 23, no 22, article id 9208
Keywords [en]
activities of daily living, ECG, HR, sensorized T-shirt, textile electrodes, wearable monitoring
National Category
Textile, Rubber and Polymeric Materials Electrical Engineering, Electronic Engineering, Information Engineering
Research subject
Textiles and Fashion (General)
Identifiers
URN: urn:nbn:se:hb:diva-31004DOI: 10.3390/s23229208ISI: 001119563200001Scopus ID: 2-s2.0-85177759577OAI: oai:DiVA.org:hb-31004DiVA, id: diva2:1819359
Available from: 2023-12-13 Created: 2023-12-13 Last updated: 2024-02-21Bibliographically approved
In thesis
1. On the elements of E-textiles: Fabrication and characterisation of textile routing and electrodes
Open this publication in new window or tab >>On the elements of E-textiles: Fabrication and characterisation of textile routing and electrodes
2024 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

“Smart textile” as a notion was demarcated approximately 25 years ago, leading to an enthusiastic hype around the research. Both academic efforts and members of the maker community developed prototypes and artistic creations that incorporated smart features into textiles. From the start of this research era, numerous authors suggested that smart textiles had the potential to revolutionise the healthcare sector. At around the same time, the European Commission had started raising concerns about the demographic trends in Europe, with an ageing population and decreasing birth rates. The need for long-term solutions to address the predicted increase in healthcare demands became evident. Despite 25 years of research with many papers suggesting a soon-to-come commercial breakthrough for smart textiles, such a breakthrough has yet to be seen. There is only a handful of smart textile products on the market currently, and the much-anticipated improvement in the healthcare sector promised by smart textile research is still absent. At the time of writing this thesis, the European Standardisation Committee (CEN) expresses the view that part of the reason for the lack of a commercial breakthrough for smart textiles is the absence of regulations and standards. Technical reports and testing standards regarding smart textiles are being issued continuously by both the International Electrotechnical Committee (IEC), the CEN and the International Organization for Standardization (ISO). These organisations also strive to harmonise the issued guidelines. It is crucial that these regulatory documents describe metrics that are relevant to the applications. Moreover, if easily adopted textile-friendly methods for producing smart textile elements were available to potential producers, in addition to these regulations, the preconditions for a less financially risky market with better functioning smart textile products could be established. This, in turn, might stimulate an increase in the production of smart textile products intended for personalised health. This thesis summarises several aspects of smart textile intended for personalised health (P-health). It provides both suggestions on how to test elements of the textiles properly (their interface with the human body) and how to manufacture components of a smart textile system, such as electrodes and electrical routing. The main objectives of the work behind this thesis include: 1) investigating how functional building blocks for smart textile garments intended for p-health can be manufactured in a textile-friendly way and 2) investigating how to characterise these building blocks in the most appropriate way. It is concluded that such building blocks can be produced and used for smart textile garments in both daily life activities and therapeutic situations. The thesis demonstrates the production of electrically insulated routing integrated into a textile fabric, all done in a single textile production step. For the measurement methods, it is argued that skin-electrode impedance between human subjects and textile electrodes should be measured in-vivo using a three-electrode setup. Additionally, the thesis proposes that instead of measuring sheet resistance, it is better to measure the resistance of the specific smart textile element, as it is shown that sheet resistance is not always applicable to conductive fabrics made from interlaced conductive yarns.

Place, publisher, year, edition, pages
Borås: Högskolan i Borås, 2024
Series
Skrifter från Högskolan i Borås, ISSN 0280-381X ; 149
Keywords
Smart textiles, electronic textile, P-health, textile electrodes
National Category
Textile, Rubber and Polymeric Materials
Research subject
Textiles and Fashion (General)
Identifiers
urn:nbn:se:hb:diva-31421 (URN)978-91-89833-38-8 (ISBN)978-91-89833-39-5 (ISBN)
Public defence
2024-03-18, C203, Allégatan 1, Borås, 13:00 (English)
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Supervisors
Available from: 2024-02-23 Created: 2024-01-24 Last updated: 2024-02-21Bibliographically approved

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Hafid, AbdelakramGunnarsson, EmanuelRamos, AlbertoRödby, KristianSeoane, Fernando

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