A wireless wearable ECG sensor for long-term applications
Abstract
Ubiquitous vital signs sensing using wireless medical sensors are promising alternatives to conventional, in-hospital healthcare systems. In this work, a wearable ECG sensor is proposed. This sensor system combined an appropriate wireless protocol for data communication with capacitive ECG signal sensing and processing. The ANT protocol was used as a low-data-rate wireless module to reduce the power consumption and size of the sensor. Furthermore, capacitive ECG sensing is a simple technique that avoids direct contact with the skin and provides maximum convenience to the user. In our work, small capacitive electrodes were integrated into a cotton T-shirt together with a signal processing and transmitting board on a two-layer standard printed circuit board design technology. The entire system has small size, is thin, and has low power consumption compared to recent ECG monitoring systems. In addition, appropriate signal conditioning and processing were implemented to remove motion artifacts. The acquired ECG signals are comparable to ones obtained using conventional glued-on electrodes, and are easily read and interpreted by a cardiologist.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
A single ECG pulse acquisition (assuming a 1-s acquisition) consumes around 6.1-17.4 μJ.
“A single ECG pulse acquisition (assuming a 1-s acquisition) consumes around 6.1–17.4 µJ63–65.”
From Flexible self-rectifying synapse array for energy-efficient edge multiplication in electrocardiogram diagnosis (2025) · cites this paper as [63]
Cited by
Sorted by citations
Monitoring of Vital Signs with Flexible and Wearable Medical Devices
Khan, Y., Ostfeld, A. E., Lochner, C. M., Pierre, A., & Arias, A. C. (2016) · Advanced Materials · doi:10.1002/adma.201504366 · Cited by 1,408 · see citing works
Wearable Sensors for Human Activity Monitoring: A Review
Mukhopadhyay, S. C. (2015) · IEEE Sensors Journal · doi:10.1109/jsen.2014.2370945 · Cited by 1,401 · see citing works
Wearable Sensors for Remote Health Monitoring
Majumder, S., Mondal, T., & Deen, M. (2017) · Sensors · doi:10.3390/s17010130 · Cited by 1,375 · see citing works
Self-citationGhamari, M. (2018) · International Journal of Biosensors & Bioelectronics · doi:10.15406/ijbsbe.2018.04.00125 · Cited by 945 · see citing works
Wu, H., Yang, G., Zhu, K., Liu, S., Guo, W., Jiang, Z., & Li, Z. (2021) · Advanced Science · doi:10.1002/advs.202001938 · Cited by 395 · see citing works
Homecare robotic systems for healthcare 4.0: visions and enabling technologies
Yang, G., Pang, Z., Jamal Deen, M., Dong, M., Zhang, Y.-T., Lovell, N., & Rahmani, A. M. (2020) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2020.2990529 · Cited by 213 · see citing works
Monitoring Methods of Human Body Joints: State-of-the-Art and Research Challenges
Faisal, A. I., Majumder, S., Mondal, T., Cowan, D., Naseh, S., & Deen, M. J. (2019) · Sensors · doi:10.3390/s19112629 · Cited by 187 · see citing works
Self-citationLee, S. M., Byeon, H. J., Lee, J. H., Baek, D. H., Lee, K. H., Hong, J. S., & Lee, S.-H. (2014) · Scientific Reports · doi:10.1038/srep06074 · Cited by 181 · see citing works
Sun, W., Guo, Z., Yang, Z., Wu, Y., Lan, W., Liao, Y., Wu, X., & Liu, Y. (2022) · Sensors · doi:10.3390/s22207784 · Cited by 112 · see citing works
A Cardiac Early Warning System with Multi Channel SCG and ECG Monitoring for Mobile Health
Sahoo, P., Thakkar, H., & Lee, M.-Y. (2017) · Sensors · doi:10.3390/s17040711 · Cited by 81 · see citing works
Wireless Capacitive-Based ECG Sensing for Feature Extraction and Mobile Health Monitoring
Wannenburg, J., Malekian, R., & Hancke, G. P. (2018) · IEEE Sensors Journal · doi:10.1109/jsen.2018.2844122 · Cited by 66 · see citing works
Lee, Y., Rhee, H., Kim, G., Cheong, W. H., Kim, D. H., Song, H., Kay, S. N., Lee, J., & Kim, K. M. (2025) · Nature Communications · doi:10.1038/s41467-025-59589-2 · Cited by 19 · see citing works
- Authors
- Nemati, E., Deen, M., & Mondal, T.
- Affiliations
- McMaster University (CA)
- Venue
- IEEE Communications Magazine
- Published
- 2012-01
- Volume
- 50
- Issue
- 1
- Pages
- 36-43
- ISSN
- 0163-6804 (ISSN-L)
- OpenAlex
- W2143516309
- Cited by
- 418
- References
- 0
- Citations by year
- 2026: 12 · 2025: 23 · 2024: 25 · 2023: 28 · 2022: 37 · 2021: 46 · 2020: 40 · 2019: 47 · 2018: 40 · 2017: 28 · 2016: 22 · 2015: 19 · 2014: 17 · 2013: 26 · 2012: 8
- FWCI
- 12.75
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Communications Magazine (publishedVersion)
- Funders
- Canada Research Chairs
- Natural Sciences and Engineering Research Council of Canada
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Physical Sciences › Engineering › Biomedical Engineering › Wireless Body Area Networks
- Health Sciences › Medicine › Cardiology and Cardiovascular Medicine › ECG Monitoring and Analysis
- Keywords
- wearable ECG sensors, long-term ECG monitoring, motion artifact removal, printed circuit board design, low-power sensor systems, vital signs monitoring
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review