Abstract
With the advent of ubiquitous computing and the widespread availability of advanced low-power embedded processors and systems-on-chip (SoCs), wearable devices find their way into a large number of practical applications. Recent technological advances enabled the widespread use of various types of biomedical devices for monitoring everyday human activities. Fitness trackers are now particularly popular devices that provide users valuable and useful insights into their state of fitness, health, and wellness, thus enabling a better quality of life and serving an important public health goal of preventing unwanted health conditions later in life. On the other hand, there has been a rising interest in e-mobility and particularly micromobility, not only in the context of green transition and global climate changes, but also because of the rising awareness of the importance of physical activity in everyday life. This paper presents an innovative measurement solution that integrates a biomedical signal tracker into a modern design of an e-bike to allow automatic signal acquisition, without the need for a driver to wear any device directly on a body. The main challenge was how to design a system that would have a minimal impact on user experience and allow biosignals acquisition from bicycle handles. The proposed system consists of a specialized biomedical analog front-end, dry electrodes in direct contact with skin, a processor unit, and Bluetooth Low Energy interface to a smart device. It was experimentally demonstrated that the proposed device is capable of acquiring respiration signals, as well as electrocardiogram (ECG) signals during normal cycling operation with a minimum impact on user experience.
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References
Perez, A.J., Zeadally, S.: Recent advances in wearable sensing technologies. Sensors 21(20) (2021)
Wearables – statistics & facts. https://www.statista.com/topics/1556/wearable-technology/#topicHeader__wrapper. Accessed 29 Sept 2022
Naranjo-Hernández, D., Callejón-Leblic, M.A., Lučev Vasić, Ž., Seyedi, M., Gao, Y.-M.: Past results, present trends, and future challenges in intrabody communication. Wirel. Commun. Mob. Comput. (2018)
Negra, R., Jemili, I., Belghith, A.: Wireless body area networks: applications and technologies. In: The Second International Workshop on Recent Advances on Machine-to-Machine Communications 2016 (2016). Procedia Computer Science, vol. 83, pp. 1274–1281, Elsevier
Čuljak, I.: Wireless body sensor communication systems based on UWB and IBC technologies: state-of-the-art and open challenges. Sensors 20(12) (2020)
What is Bluetooth Range? What You Need to Know. https://www.adorama.com/alc/bluetooth-range/. Accessed 22 Sept 2022
Catanzaro, D.: Study and investigation of bluetooth low energy security in the IoT environment, master thesis, Politecnico di Torino (2020)
Portelli, A., Nasuto S.J.: Design and development of non-contact bio-potential electrodes for pervasive health monitoring applications. Biosensors (2017)
Maxim Integrated Products: Ultra-Low-Power, Single-Channel Integrated Biopotential (ECG, R-to-R, and Pace Detection) and Bioimpedance (BioZ) AFE, MAX30001 datasheet, September 2019
Maxim Integrated Products: Ultra-Low-Power, Single-Channel Integrated Bioimpedance (BioZ) AFE, MAX30002 datasheet, March 2018
Maxim Integrated Products: Ultra-Low Power, Single-Channel Integrated Biopotential (ECG, R-to-R Detection) AFE, MAX30003 datasheet, November 2016
Maxim Integrated Products: Ultra-Low Power, Single-Channel Integrated Biopotential (R-to-R Detection) AFE, MAX30004 datasheet, December 2016
STMicroelectronics: Multiprotocol wireless 32-bit MCU Arm®-based Cortex®-M4 with FPU, Bluetooth® 5 and 802.15.4 radio solution, STM32WB55RG datasheet, November 2020
STM32WB Workshop v20. https://www.st.com/content/dam/AME/2019/stm32wb-workshops-2019/STM32WB_Workshop_Presentation.pdf. Accessed 22 September 2022
STM32CubeWB MCU Firmware Package. https://github.com/STMicroelectronics/STM32CubeWB. Accessed 29 September 2022
Liu, H., Allen, J., Zheng, D., Chen, F.: Recent development of respiratory rate measurement technologies. Physiol. Meas. (2019)
Greyp Bikes. https://www.greyp.com. Accessed 27 September 2022
Acknowledgment
This research has been supported by the project “GMP – Greyp Micromobility Platform” (EFRR-IR-II grant KK.01.2.1.02.0027).
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Klaić, L. et al. (2024). Wireless Device for Biomedical Signal Acquisition with Dry Electrodes on an e-Bike. In: Bonačić Bartolin, P., Magjarević, R., Allen, M., Sutcliffe, M. (eds) Advances in Biomedical and Veterinary Engineering. BioMedVetMech 2022. IFMBE Proceedings, vol 90. Springer, Cham. https://doi.org/10.1007/978-3-031-42243-0_6
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DOI: https://doi.org/10.1007/978-3-031-42243-0_6
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