2017 Global Internet of Things Summit (GIoTS) 2017
DOI: 10.1109/giots.2017.8016260
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Energy efficient heart rate sensing using a painted electrode ECG wearable

Abstract: Many countries are facing burdens on their health care systems due to ageing populations. A promising strategy to address the problem is to allow selected people to remain in their homes and be monitored using recent advances in wearable devices, saving in-hospital resources. With respect to heart monitoring, wearable devices to date have principally used optical techniques by shining light through the skin. However, these techniques are severely hampered by motion artifacts and are limited to heart rate detec… Show more

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Cited by 22 publications
(12 citation statements)
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“…For each collected record we analyze both the Signal-to-Noise Ratio (SNR) and the bpm error of the ECG against the reference PPG device. To process the ECG record, we apply standard ECG signal processing, the steps of which are described in detail in [2]. In summary, our first step was to remove 50 Hz mains interference.…”
Section: Analysis Methodsmentioning
confidence: 99%
See 1 more Smart Citation
“…For each collected record we analyze both the Signal-to-Noise Ratio (SNR) and the bpm error of the ECG against the reference PPG device. To process the ECG record, we apply standard ECG signal processing, the steps of which are described in detail in [2]. In summary, our first step was to remove 50 Hz mains interference.…”
Section: Analysis Methodsmentioning
confidence: 99%
“…However, this only gives limited information on the heart activity, typically just the heart rate. Wearable Electrocardiogram (ECG) units are starting to appear [1] but placing these at the wrist is challenging [2]. For this reason wearable ECG units often taken the form of smart garments such as T-shirts.…”
Section: Introductionmentioning
confidence: 99%
“…Other studies proposed special low-cost circuit designs [247]. Reducing the cost could also be achieved by using a low-cost wearable devices for signal acquisition, especially in IoT-based systems [248,249]. Other low-cost devices were used, such as portable ECG monitoring devices in [250,252].…”
Section: Performance-based Monitoring Systemsmentioning
confidence: 99%
“…Conversely, longer battery life is commonly associated with bigger size devices [47,48]. Additional strain is placed on the energy requirements of CWHDs due to continuous collection and exchange of physiological data between a CWHD, other connected IoT devices and applications (apps) [49].…”
Section: Limitations In the Design Energy Consumption And Processinmentioning
confidence: 99%