Mechanically Flexible Wireless Multisensor Platform for Human Physical Activity and Vitals Monitoring

Chuo, Yindar; Marzencki, Marcin; Hung, Benny; Jaggernauth, Camille; Tavakolian, Kouhyar; Lin, Philip; Kaminska, Bozena

doi:10.1109/tbcas.2010.2052616

Cited by 102Wireless Body Area NetworksNon-Invasive Vital Sign MonitoringAdvanced Sensor and Energy Harvesting Materials

Mechanically Flexible Wireless Multisensor Platform for Human Physical Activity and Vitals Monitoring

Chuo, Yindar, Marzencki, Marcin, Hung, Benny, Jaggernauth, Camille, Tavakolian, Kouhyar, Lin, Philip, Kaminska, Bozena·2010·IEEE Transactions on Biomedical Circuits and Systems

DOI 10.1109/tbcas.2010.2052616

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Abstract

Practical usability of the majority of current wearable body sensor systems for multiple parameter physiological signal acquisition is limited by the multiple physical connections between sensors and the data-acquisition modules. In order to improve the user comfort and enable the use of these types of systems on active mobile subjects, we propose a wireless body sensor system that incorporates multiple sensors on a single node. This multisensor node includes signal acquisition, processing, and wireless data transmission fitted on multiple layers of a thin flexible substrate with a very small footprint. Considerations for design include size, form factor, reliable body attachment, good signal coupling, low power consumption, and user convenience. The prototype device measures 55 15 mm and is 3 mm thick. The unit is attached to the patient's chest, and is capable of performing simultaneous measurements of parameters, such as body motion, activity intensity, tilt, respiration, cardiac vibration, cardiac potential (ECG), heart rate, and body surface temperature. In this paper, we discuss the architecture of this system, including the multisensor hardware, the firmware, a mobile-phone receiver unit, and assembly of the first proof-of-concept prototype. Preliminary performance results on key elements of the system, such as power consumption, wireless range, algorithm efficiency, ECG signal quality for heart-rate calculations, as well as synchronous ECG and body activity signals are also presented.

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A Real-Time QRS Detection Algorithm
Pan, J., & Tompkins, W. J. (1985) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.1985.325532 · Cited by 7,855 · see citing works
Energy Scavenging for Mobile and Wireless Electronics
Paradiso, J. A., & Starner, T. E. (2005) · IEEE Pervasive Computing · doi:10.1109/mprv.2005.9 · Cited by 2,670 · see citing works
Energy Harvesting Technologies
Priya, S., & Inman, D. J. (2008) · Springer eBooks · doi:10.1007/978-0-387-76464-1 · Cited by 1,922 · see citing works
The principles of software QRS detection
Kohler, B.-U., Hennig, C., & Orglmeister, R. (2002) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/51.993193 · Cited by 1,248 · see citing works
Reliability and validity of the combined heart rate and movement sensor Actiheart
Brage, S., Brage, N., Franks, P. W., Ekelund, U., & Wareham, N. J. (2005) · European Journal of Clinical Nutrition · doi:10.1038/sj.ejcn.1602118 · Cited by 663 · see citing works
Untitled work
Wickström (2000) · doi:10.5271/sjweh.555 · Cited by 526 · see citing works
An ultra-wearable, wireless, low power ECG monitoring system
Park, C., Chou, P. H., Bai, Y., Matthews, R., & Hibbs, A. H. (2006) · IEEE Biomedical Circuits and Systems Conference (BioCAS) · doi:10.1109/biocas.2006.4600353 · Cited by 265 · see citing works
Optimization of inertial micropower Generators for human walking motion
von Büren, T., Mitcheson, P., Green, T. C., Yeatman, E. M., Holmes, A. S., & Tröster, G. (2006) · IEEE Sensors Journal · doi:10.1109/jsen.2005.853595 · Cited by 215 · see citing works
An inductive power system with integrated bi-directional data-transmission
Catrysse, M., Hermans, B., & Puers, R. (2004) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2004.02.016 · Cited by 205 · see citing works
Wearable Seismocardiography
Castiglioni, P., Faini, A., Parati, G., & Rienzo, M. D. (2007) · Conference proceedings · doi:10.1109/iembs.2007.4353199 · Cited by 156 · see citing works
Acceleration versus heart rate for estimating energy expenditure and speed during locomotion in animals: Tests with an easy model species, Homo sapiens
Halsey, L. G., Shepard, E. L. C., Hulston, C. J., Venables, M., White, C. R., Jeukendrup, A. E., & Wilson, R. P. (2008) · Zoology · doi:10.1016/j.zool.2007.07.011 · Cited by 126 · see citing works
Seismocardiography : a new technique for recording cardiac vibrations. Concept, method, and initial observations
Salerno, D. M., & Zanetti, J. M. (1990) · Cited by 123 · see citing works
Online digital filters for biological signals: some fast designs for a small computer
Lynn, P. A. (1977) · Medical & Biological Engineering & Computing · doi:10.1007/bf02442281 · Cited by 104 · see citing works
Twenty-Year Studies with the Ballistocardiograph
Starr, I., & Wood, F. C. (1961) · Circulation · doi:10.1161/01.cir.23.5.714 · Cited by 85 · see citing works
Sternal acceleration ballistocardiography and arterial pressure wave analysis to determine stroke volume.
McKay, W. P. S., Gregson, P. H., McKay, B. W., & Militzer, J. (1999) · PubMed · Cited by 55 · see citing works
Improvement of ballistocardiogram processing by inclusion of respiration information
Tavakolian, K., Vaseghi, A., & Kamińska, B. (2008) · Physiological Measurement · doi:10.1088/0967-3334/29/7/006 · Cited by 50 · see citing works
Self-citation
Effects of the muscle pump and body posture on cardiovascular responses during recovery from cycle exercise
Takahashi, T., Hayano, J., Okada, A., Saitoh, T., & Kamiya, A. (2005) · European Journal of Applied Physiology · doi:10.1007/s00421-005-1369-5 · Cited by 40 · see citing works
Highly Adaptive Transducer Interface Circuit for Multiparameter Microsystems
Zhang, J., Zhou, J., & Mason, A. J. (2007) · IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications · doi:10.1109/tcsi.2006.887980 · Cited by 37 · see citing works
Cardiopulmonary monitoring at home: the CHIME monitor
Neuman, M. R., Watson, H. L., Mendenhall, R. S., Zoldak, J. T., Fiore, J. M. D., Peucker, M., Baird, T. M., Crowell, D. H., Hoppenbrouwers, T. T., Hufford, D. R., et al. (2001) · Physiological Measurement · doi:10.1088/0967-3334/22/2/301 · Cited by 36 · see citing works
An integrated sensor microsystem for industrial and biomedical applications
Wang, L., Tang, T. B., Johannessen, E. A., Astaras, A., Murray, A. F., Cooper, J. M., Beaumont, S. P., & Cumming, D. R. S. (2003) · Conference proceedings - IEEE Instrumentation/Measurement Technology Conference · doi:10.1109/imtc.2002.1007219 · Cited by 27 · see citing works
Sensor Layer of a Multiparameter Single-Point Integrated System
Chuo, Y., & Kamińska, B. (2009) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2009.2021769 · Cited by 20 · see citing works
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MEMSWear - Biomonitoring - Incorporating sensors into smart shirt for wireless sentinel medical detection and alarm
Po, S. N. C., Dagang, G., Hapipi, M. D. B. M., & Hock, F. T. E. (2006) · Journal of Physics Conference Series · doi:10.1088/1742-6596/34/1/176 · Cited by 13 · see citing works
Heart rate change as a function of age, tidal volume and body position when breathing using voluntary cardiorespiratory synchronization
Patterson, R., & Kaiser, D. (1997) · Physiological Measurement · doi:10.1088/0967-3334/18/3/003 · Cited by 12 · see citing works
Thin Film Batteries for Energy Harvesting
Dudney, N. J. (2008) · Springer eBooks · doi:10.1007/978-0-387-76464-1_13 · Cited by 6 · see citing works
Discrimination between atrial flutter and atrial fibrillation by computing a flutter index
Fischer, R., Klein, G., Widiger, B., Hoy, L., & Zywietz, C. (2005) · Computers in cardiology · doi:10.1109/cic.2005.1588039 · Cited by 3 · see citing works

Flagged first, then by citations

3 of the 28 references couldn’t be matched to a known paper.

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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
Ballistocardiography and Seismocardiography: A Review of Recent Advances
Inan, O. T., Migeotte, P.-F., Park, K.-S., Etemadi, M., Tavakolian, K., Casanella, R., Zanetti, J., Tank, J., Funtova, I., Prisk, G. K., et al. (2015) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2014.2361732 · Cited by 775 · see citing works
Self-citation
Unobtrusive Sensing and Wearable Devices for Health Informatics
Zheng, Y.-L., Ding, X., Poon, C. C. Y., Lo, B. P. L., Zhang, H., Zhou, X.-L., Yang, G., Zhao, N., & Zhang, Y. (2014) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2014.2309951 · Cited by 725 · see citing works
Epidermal mechano-acoustic sensing electronics for cardiovascular diagnostics and human-machine interfaces
Liu, Y., Norton, J. J. S., Qazi, R., Zou, Z., Ammann, K. R., Liu, H., Yan, L., Tran, P. L., Jang, K.-I., Lee, J. W., et al. (2016) · Science Advances · doi:10.1126/sciadv.1601185 · Cited by 397 · see citing works
Low-Power Wearable ECG Monitoring System for Multiple-Patient Remote Monitoring
Spano, E., Pascoli, S. D., & Iannaccone, G. (2016) · IEEE Sensors Journal · doi:10.1109/jsen.2016.2564995 · Cited by 256 · see citing works
A Configurable and Low-Power Mixed Signal SoC for Portable ECG Monitoring Applications
Kim, H., Kim, S. Y., Helleputte, N. V., Artés-Rodrı́guez, A., Konijnenburg, M., Huisken, J., Hoof, C. A. V., & Yazıcıoğlu, R. F. (2013) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2013.2260159 · Cited by 243 · see citing works
Wearable Monitoring for Mood Recognition in Bipolar Disorder Based on History-Dependent Long-Term Heart Rate Variability Analysis
Valenza, G., Nardelli, M., Lanatá, A., Gentili, C., Bertschy, G., Paradiso, R., & Scilingo, E. (2014) · IEEE journal of biomedical and health informatics · doi:10.1109/jbhi.2013.2290382 · Cited by 158 · see citing works
A Flexible and Wearable Human Stress Monitoring Patch
Yoon, S., Sim, J. K., & Cho, Y.-H. (2016) · Scientific Reports · doi:10.1038/srep23468 · Cited by 151 · see citing works
A Wearable Patch to Enable Long-Term Monitoring of Environmental, Activity and Hemodynamics Variables
Etemadi, M., Inan, O. T., Heller, J. A., Hersek, S., Klein, L., & Roy, S. (2016) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2015.2405480 · Cited by 95 · see citing works
“Recently, several researchers have developed wearable systems for measuring SCG signals during normal activities of daily living using micromachined (MEMS) accelerometers, including a wearable vest for SCG measurement in the field and during sleep [10], [11], a flexible patch with SCG and electrocardiogram (ECG) measu…”
A Real-Time QRS Detection System With PR/RT Interval and ST Segment Measurements for Wearable ECG Sensors Using Parallel Delta Modulators
Tang, X., Hu, Q., & Tang, W. (2018) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2018.2823275 · Cited by 94 · see citing works
Automated Detection of Atrial Fibrillation Based on Time–Frequency Analysis of Seismocardiograms
Hurnanen, T., Lehtonen, E., Tadi, M. J., Kuusela, T., Kiviniemi, T., Saraste, A., Vasankari, T., Airaksinen, J. K. E., Koivisto, T., & Pänkäälä, M. (2016) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2016.2621887 · Cited by 91 · see citing works
A Real-Time Arrhythmia Heartbeats Classification Algorithm Using Parallel Delta Modulations and Rotated Linear-Kernel Support Vector Machines
Tang, X., Ma, Z., Hu, Q., & Tang, W. (2019) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2019.2926104 · Cited by 78 · see citing works
A 0.7-V 17.4-/spl mu/W 3-Lead Wireless ECG SoC
Khayatzadeh, M., Zhang, X., Tan, J., Liew, W.-S., & Lian, Y. (2013) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2013.2279398 · Cited by 73 · see citing works
A 0.5-V 3.69-nW Complementary Source-Follower-C Based Low-Pass Filter for Wearable Biomedical Applications
Liu, Z., Tan, Y., Li, H., Jiang, H., Liu, J., & Liao, H. (2020) · IEEE Transactions on Circuits and Systems I Regular Papers · doi:10.1109/tcsi.2020.2995351 · Cited by 68 · see citing works
Automatic Identification of Systolic Time Intervals in Seismocardiogram
Shafiq, G., Tatinati, S., Ang, W. T., & Veluvolu, K. C. (2016) · Scientific Reports · doi:10.1038/srep37524 · Cited by 68 · see citing works
Investigation of Kronecker-Based Recovery of Compressed ECG Signal
Mitra, D., Zanddizari, H., & Rajan, S. (2019) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2019.2936776 · Cited by 63 · see citing works
Flexible PDMS electrode for one-point wearable wireless bio-potential acquisition
Chen, C.-Y., Chang, C.-L., Chien, T., & Luo, C. (2013) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2013.08.010 · Cited by 53 · see citing works
Compressive Sensing of Electrocardiogram Signals by Promoting Sparsity on the Second-Order Difference and by Using Dictionary Learning
Pant, J. K., & Krishnan, S. (2013) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2013.2263459 · Cited by 48 · see citing works
An ECG Delineation and Arrhythmia Classification System Using Slope Variation Measurement by Ternary Second-Order Delta Modulators for Wearable ECG Sensors
Tang, X., & Tang, W. (2021) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2021.3113665 · Cited by 47 · see citing works
Automatic Detection of Seismocardiogram Sensor Misplacement for Robust Pre-Ejection Period Estimation in Unsupervised Settings
Ashouri, H., & Inan, O. T. (2017) · IEEE Sensors Journal · doi:10.1109/jsen.2017.2701349 · Cited by 45 · see citing works
Review and Challenges of Technologies for Real-Time Human Behavior Monitoring
Dávila-Montero, S., Dana-Lê, J. A., Bente, G., Hall, A., & Mason, A. J. (2021) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2021.3060617 · Cited by 34 · see citing works
Wearable Sensing Framework for Human Activity Monitoring
Uddin, M., Salem, A., Nam, I., & Nadeem, T. (2015) · Workshop on Wearable Systems and Applications (WearSys) · doi:10.1145/2753509.2753513 · Cited by 43 · see citing works
An Enhanced Method to Estimate Heart Rate from Seismocardiography via Ensemble Averaging of Body Movements at Six Degrees of Freedom
Lee, H., Lee, H., & Whang, M. (2018) · Sensors · doi:10.3390/s18010238 · Cited by 42 · see citing works
Energy-Positive Activity Recognition - From Kinetic Energy Harvesting to Smart Self-Sustainable Wearable Devices
Mayer, P., Magno, M., & Luca Benini, C. (2021) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2021.3115178 · Cited by 38 · see citing works
A low power fuzzy logic based variable resolution ADC for wireless ECG monitoring systems
Thamaraimanalan, T., & Sampath, P. (2018) · Cognitive Systems Research · doi:10.1016/j.cogsys.2018.10.033 · Cited by 37 · see citing works
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Park, J.-Y., Cho, H. K., Balan, R. K., & Ko, J. (2020) · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · doi:10.1145/3411843 · Cited by 36 · see citing works
Smartphone accelerometers for the detection of heart rate
Landreani, F., & Caiani, E. G. (2017) · Expert Review of Medical Devices · doi:10.1080/17434440.2017.1407647 · Cited by 34 · see citing works
Transformable Electrocardiograph Using Robust Liquid–Solid Heteroconnector
Takaya, M., Matsuda, R., Inamori, G., Kamoto, U., Isoda, Y., Tachibana, D., Nakamura, F., Fuchiwaki, O., Okubo, Y., & Ota, H. (2021) · ACS Sensors · doi:10.1021/acssensors.0c02135 · Cited by 34 · see citing works
Leveraging Knowledge From Physiological Data: On-Body Heat Stress Risk Prediction With Sensor Networks
Gaura, E., Kemp, J., & Brusey, J. (2013) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2013.2254485 · Cited by 32 · see citing works
Highly Stretchable and Skin Adhesive Soft Bioelectronic Patch for Long‐Term Ambulatory Electrocardiography Monitoring
Li, Y., Serrano, A. F. R., Yeung, S. Y., & Hsing, I. (2021) · Advanced Materials Technologies · doi:10.1002/admt.202101435 · Cited by 32 · see citing works
Application of Modern Multi-Sensor Holter in Diagnosis and Treatment
Vavrinský, E., Subjak, J., Donoval, M., Wagner, A., Zavodnik, T., & Svobodová, H. (2020) · Sensors · doi:10.3390/s20092663 · Cited by 32 · see citing works
A new adaptive decentralized soft decision combining rule for distributed sensor systems with data fusion
Aziz, A. M. (2013) · Information Sciences · doi:10.1016/j.ins.2013.09.031 · Cited by 29 · see citing works
Technological advancements in occupational health and safety
Rajendran, S., Giridhar, S., Chaudhari, S., & Gupta, P. K. (2021) · Measurement Sensors · doi:10.1016/j.measen.2021.100045 · Cited by 29 · see citing works
Stretchable printed device for the simultaneous sensing of temperature and strain validated in a mouse wound healing model
Jose, M., Bronckaers, A., Kumar, R. S. N., Reenaers, D., Vandenryt, T., Thoelen, R., & Deferme, W. (2022) · Scientific Reports · doi:10.1038/s41598-022-13834-6 · Cited by 29 · see citing works
Kirigami‐Inspired Stretchable Conjugated Electronics
Zhang, Z., Yu, Y., Tang, Y., Guan, Y., Hu, Y., Yin, J., Willets, K. A., & Ren, S. (2019) · Advanced Electronic Materials · doi:10.1002/aelm.201900929 · Cited by 28 · see citing works
Revolutionizing Healthcare Delivery Through Wireless Wearable Antenna Frameworks: Current Trends and Future Prospects
Akinola, S., & Telukdarie, A. (2023) · IEEE Access · doi:10.1109/access.2023.3298951 · Cited by 28 · see citing works
Feasibility of Energy-Autonomous Wireless Microsensors for Biomedical Applications: Powering and Communication
Goodarzy, F., Skafidas, E. S., & Gambini, S. (2014) · IEEE Reviews in Biomedical Engineering · doi:10.1109/rbme.2014.2346487 · Cited by 28 · see citing works
Survey paper on sensors for body area network in health care
Sharma, S., Tripathi, M. M., & Mishra, V. M. (2017) · International Conference on Emerging Trends in Computing and Communication Technologies (ICETCCT) · doi:10.1109/icetcct.2017.8280299 · Cited by 28 · see citing works
An application of reconfigurable technologies for non-invasive fetal heart rate extraction
Morales, D. P., García, A., Castillo, E., Carvajal, M. A., Parrilla, L., & Palma, A. J. (2012) · Medical Engineering & Physics · doi:10.1016/j.medengphy.2012.09.011 · Cited by 27 · see citing works
Classifying sitting, standing, and walking using plantar force data
Merry, K. J., Macdonald, E., MacPherson, M., Aziz, O., Park, E., Ryan, M., & Sparrey, C. J. (2021) · Medical & Biological Engineering & Computing · doi:10.1007/s11517-020-02297-4 · Cited by 26 · see citing works
Electro-optic acquisition system for ECG wearable sensor applications
Fernandes, M. S., Correia, J. H., & Mendes, P. M. (2013) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2013.09.008 · Cited by 23 · see citing works
A Top-Down Constraint-Driven Methodology for Smart System Design
Crepaldi, M., Grosso, M., Sassone, A., Gallinaro, S., Rinaudo, S., Poncino, M., Macii, E., & Demarchi, D. (2014) · IEEE Circuits and Systems Magazine · doi:10.1109/mcas.2013.2296415 · Cited by 22 · see citing works
Smart Electronic Systems: An Overview
Sassone, A., Grosso, M., Poncino, M., & Macii, E. (2016) · Springer eBooks · doi:10.1007/978-3-319-27392-1_2 · Cited by 20 · see citing works
Development of a portable wireless system for bipolar concentric ECG recording
Prats-Boluda, G., Ye-Lin, Y., Bueno-Barrachina, J.-M., Senent, E. G., de Sanabria, R. R., & Garcia‐Casado, J. (2015) · Measurement Science and Technology · doi:10.1088/0957-0233/26/7/075102 · Cited by 18 · see citing works
Denoising ECG Signal by CSTFM Algorithm: Monitoring During Motorbike and Car Races
Galli, A., Frigo, G., Chindamo, D., Depari, A., Gadola, M., & Giorgi, G. B. D. (2019) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2019.2906989 · Cited by 18 · see citing works
A 0.7-V 17.4-µW 3-lead wireless ECG SoC
Khayatzadeh, M., Zhang, X., Tan, J. H., Liew, W.-S., & Lian, Y. (2012) · IEEE Biomedical Circuits and Systems Conference (BioCAS) · doi:10.1109/biocas.2012.6418426 · Cited by 17 · see citing works
A Systematic Review of Chest-Worn Sensors in Cardiac Assessment: Technologies, Advantages, and Limitations
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A Differential BCG Sensor System for Long Term Health Monitoring Experiment on the ISS
Kulau, U., Rust, J., Szafranski, D., Drobczyk, M., & Albrecht, U. (2022) · International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT) · doi:10.1109/dcoss54816.2022.00028 · Cited by 16 · see citing works
Integrated ExG, Vibration and Temperature Measurement Front-End for Wearable Sensing
Rieger, R., & Rif’an, M. (2018) · IEEE Transactions on Circuits and Systems I Regular Papers · doi:10.1109/tcsi.2017.2785863 · Cited by 15 · see citing works
A rapid approach to assess cardiac contractility by ballistocardiogram and electrocardiogram
Zhang, X., Zhang, L., Wang, K., Yu, C., Zhu, T., & Tang, J. (2016) · Biomedizinische Technik/Biomedical Engineering · doi:10.1515/bmt-2015-0204 · Cited by 15 · see citing works
A Precise, Parallel and Scalable Measurement System for Ballistocardiographic Research
Clausen, T., Jura, T., Jähne-Raden, N., Wolf, M. C., Wolf, L. C., & Kulau, U. (2020) · Smart Health · doi:10.1016/j.smhl.2020.100169 · Cited by 14 · see citing works
A miniaturized low power biomedical sensor node for clinical research and long term monitoring of cardiovascular signals
Tuominen, J., Lehtonen, E., Tadi, M. J., Koskinen, J., Pänkäälä, M., & Koivisto, T. (2017) · IEEE International Symposium on Circuits and Systems proceedings · doi:10.1109/iscas.2017.8050684 · Cited by 13 · see citing works
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Hui, X., Zhou, J., Sharma, P., Conroy, T. B., Zhang, Z., & Kan, E. C.-C. (2021) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2021.3099865 · Cited by 13 · see citing works
Architecture design of the high integrated System-on-Chip for biomedical applications
Różanowski, K., & Sondej, T. (2013) · International Conference Mixed Design of Integrated Circuits and Systems · Cited by 12 · see citing works
Electrical extraction of piezoelectric constants
Ahmad, M. A., & Allataifeh, A. (2018) · Heliyon · doi:10.1016/j.heliyon.2018.e00910 · Cited by 12 · see citing works
Second-Order Level-Crossing Sampling Analog to Digital Converter for Electrocardiogram Delineation and Premature Ventricular Contraction Detection
Tang, X., Renteria-Pinon, M., & Tang, W. (2023) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2023.3296529 · Cited by 11 · see citing works
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Hickle, K., Slamin, R. P., Baez, A., Sen, D., Evan‐Browning, E., Tessier, H., Mendelson, Y., McNeill, J., & Dunn, R. M. (2019) · Annals of Plastic Surgery · doi:10.1097/sap.0000000000001882 · Cited by 11 · see citing works
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Gawali, D. H., & Wadhai, V. M. (2017) · International Conference on Computing Communication Control and automation · doi:10.1109/iccubea.2017.8463742 · Cited by 9 · see citing works
Vital signs monitoring using a new flexible polymer integrated PPG sensor
Davoudi, K., Shayegannia, M., & Kamińska, B. (2013) · Cited by 8 · see citing works
A Portable Cardiac Dynamic Monitoring System in the Framework of Electro-Mechano-Acoustic Mapping
Gao, Z., Wang, Y., Xu, X., Zhang, C., Dai, Z., Zhang, H., Zhang, J., & Yang, H. (2023) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2023.3307188 · Cited by 7 · see citing works
Robust ECG Denoising for eHealth Applications
Galli, A., Frigo, G., & Giorgi, G. B. D. (2018) · IEEE International Symposium on Medical Measurements and Applications (MeMeA) · doi:10.1109/memea.2018.8438782 · Cited by 7 · see citing works
Wireless Sensor Network for m-Healthcare Monitoring of Human Being
Chintala, R. R. (2020) · International Journal of Emerging Trends in Engineering Research · doi:10.30534/ijeter/2020/31852020 · Cited by 7 · see citing works
Photonic Sensing of Electrophysiological Activity for Wearable Applications
Fernandes, M. S., Correia, J. H., & Mendes, P. M. (2014) · IEEE Journal of Selected Topics in Quantum Electronics · doi:10.1109/jstqe.2013.2294455 · Cited by 7 · see citing works
Autonomous Wireless Sensors Network Based on Piezoelectric Energy Harvesting
Mouapi, A., Hakem, N., & Delisle, G. Y. (2016) · Open Journal of Antennas and Propagation · doi:10.4236/ojapr.2016.43011 · Cited by 7 · see citing works
Towards Multi-Domain and Multi-Physical Electronic Design
Crepaldi, M., Sanginario, A., Ros, P. M., Grosso, M., Sassone, A., Poncino, M., Macii, E., Rinaudo, S., Gangemi, G., & Demarchi, D. (2015) · IEEE Circuits and Systems Magazine · doi:10.1109/mcas.2015.2450635 · Cited by 6 · see citing works
Wearable Sensing of Left Ventricular Function
Inan, O. T. (2017) · Springer eBooks · doi:10.1007/978-3-319-51394-2_14 · Cited by 6 · see citing works
RETRACTED ARTICLE: Application of back propagation artificial neural network in detection and analysis of diabetes mellitus
Kumar, D. A., & Jayanthy, T. (2020) · Journal of Ambient Intelligence and Humanized Computing · doi:10.1007/s12652-020-02371-7 · Cited by 6 · see citing works
Retracted
Implementation of the ADELITE Microcontroller for Biomedical Applications
Marcinek, K., Plasota, M., Wielgus, A., & Pleskacz, W. A. (2015) · IEEE International Symposium on Design and Diagnostics of Electronic Circuits & Systems (DDECS) · doi:10.1109/ddecs.2015.31 · Cited by 5 · see citing works
A Wireless Body Sound Sensor with a Dedicated Compact Chipset
Dong, J., Jiang, H., Yang, K., Weng, Z., Li, F., Wei, J., Ning, Y., Chen, X., & Wang, Z. (2016) · Circuits Systems and Signal Processing · doi:10.1007/s00034-016-0412-6 · Cited by 6 · see citing works
Heat-Depolymerizable Polypropylene Carbonate as a Temporary Bonding Adhesive for Fabrication of Flexible Silicon Sensor Chips
Xue, X., Yang, S., & Wang, Z. (2017) · IEEE Transactions on Components Packaging and Manufacturing Technology · doi:10.1109/tcpmt.2017.2742554 · Cited by 5 · see citing works
Techniques for measuring energy expenditure with portable devices
Cook, A. J., Redmond, S. J., Gargiulo, G. D., & Hamilton, T. J. (2013) · IEEE TENCON Spring Conference (TENCON Spring) · doi:10.1109/tenconspring.2013.6584413 · Cited by 4 · see citing works
A flexible architecture for mobile health monitoring
Bagot, M., Launay, P., & Guidec, F. (2016) · IEEE International Conference on e-Health Networking, Applications and Services (Healthcom) · doi:10.1109/healthcom.2016.7749442 · Cited by 4 · see citing works
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Sighvatsson, H., Guemundsson, K. S., Árnason, S. S., Sighvatsdottir, A. G., Andersen, K., & Thorbergsson, H. (2022) · International Conference on Biomedical Innovations and Applications (BIA) · doi:10.1109/bia52594.2022.9831423 · Cited by 3 · see citing works
Dip coated stretchable and bendable PEDOTPSS films on low modulus micro-bumpy PDMS substrate
Mehdi, M., Akhtar, M., Hussain, A., Nauman, M. M., Alothmany, D. S., Ahmed, I., & Choi, K. H. (2017) · Journal of Polymer Engineering · doi:10.1515/polyeng-2017-0081 · Cited by 3 · see citing works
Telegram Based Mobile Terminal for Body Temperature Data Storage of COVID-19 Patients
Sucipto, P. W. A., & Rahmanto, R. H. (2020) · PIKSEL Penelitian Ilmu Komputer Sistem Embedded and Logic · doi:10.33558/piksel.v8i2.2254 · Cited by 3 · see citing works
Testing Multilayer Flexible Wireless Multisensor Platforms
Chuo, Y., & Kamińska, B. (2009) · Journal of Electronic Testing · doi:10.1007/s10836-009-5127-1 · Cited by 3 · see citing works
Self-citation
Users’ Expectations of Smart Devices during Physical Activity—A Literature Review
Tóth, K., Takács, P., & Balatoni, I. (2024) · Applied Sciences · doi:10.3390/app14083518 · Cited by 3 · see citing works
Development of Compact Versatile Acquisition Platform for Wireless Sensing Applications
Huang, W. H., Kreil, M., Cheng, J. Y., Wang, B., Zhou, B., & Lukowicz, P. (2014) · Applied Mechanics and Materials · doi:10.4028/www.scientific.net/amm.654.274 · Cited by 2 · see citing works
A Context-Aware Model for Dynamic Adaptability of Software for Embedded Systems
Jaggernauth, C. (2015) · Summit (Simon Fraser University) · Cited by 2 · see citing works
Self-citation
Design of a Multi-Sensor Framework for the Real-time Monitoring of Social Interactions
Dávila-Montero, S., Parsnejad, S., Ashoori, E., Goderis, D., & Mason, A. J. (2022) · IEEE International Symposium on Circuits and Systems proceedings · doi:10.1109/iscas48785.2022.9937627 · Cited by 2 · see citing works
Concept of Seamless Physical Observation of Human Hand Through Block Design Test
Saputra, A. A., Besari, A. R. A., Obo, T., Kurnianingsih, K., & Kubota, N. (2024) · IEEE/SICE International Symposium on System Integration (SII) · doi:10.1109/sii58957.2024.10417686 · Cited by 2 · see citing works
Test firmware architecture for a flexible wireless physiological multi-sensor
Jaggernauth, C., Hung, B. S. L., Lin, P. J., Chuo, Y., & Kamińska, B. (2011) · Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics · doi:10.1109/icsmc.2011.6083828 · Cited by 2 · see citing works
Self-citation
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Svobodová, H., Vavrinský, E., Turonova, D., Donoval, M., Daricek, M., Telek, P., & Kopáni, M. (2018) · Advances in Electrical and Electronic Engineering · doi:10.15598/aeee.v16i4.2773 · Cited by 2 · see citing works
Mobile Users ECG Signal Processing
Plesnik, E., & Zajc, M. (2013) · Advances in intelligent systems and computing · doi:10.1007/978-3-642-37169-1_31 · Cited by 2 · see citing works
Wearable and Implantable Technologies for Cardiovascular Health Informatics
Zheng, Y., Poon, C. C. Y., & Zhang, Y. (2013) · Springer eBooks · doi:10.1007/978-1-4614-8495-0_22 · Cited by 1 · see citing works
Analytical Survey on Wearable Sensors in Monitoring Physiological Responses and Vital Signs
Ghalambor, S., & Asem, M. M. (2018) · IEEE Annual Information Technology, Electronics and Mobile Communication Conference (IEMCON) · doi:10.1109/iemcon.2018.8615017 · Cited by 1 · see citing works
Research on the Perception Technology of the Human Body State in the Finite Space
Song, X., Jian, Q., Xie, S., Yang, X., Guo, K., Zhao, P., Tian, J., Liu, J., Chen, Y., & Tong, X. (2023) · IEEE International Conference on Electrical, Automation and Computer Engineering (ICEACE) · doi:10.1109/iceace60673.2023.10442479 · Cited by 1 · see citing works
Shapelet Feature Learning Method of BCG Signal Based on ESOINN
Wang, Z., Wang, Y., Meng, Y., Zeng, L., Liu, Z., & Lan, R. (2019) · International Conference on Intelligent Control and Information Processing · doi:10.1109/icicip47338.2019.9012165 · Cited by 1 · see citing works
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Patel, S. (2012) · doi:10.17760/d20002546 · Cited by 2 · see citing works
WIRELESS MESH NETWORK SYSTEM DESIGN AND IMPLEMENTATION FOR SURVEILLANCE, HEALTH MONITORING AND TRACKING
Hung, B. S. L. (2010) · Summit (Simon Fraser University) · Cited by 1 · see citing works
Self-citation
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Mitra, D. (2019) · doi:10.22215/etd/2019-13619 · Cited by 1 · see citing works
Fall detection and activity recognition using stereo low-resolution thermal imaging
Zoetgnande, Y. W. K. (2020) · theses.fr (ABES) · doi:10.70675/f71894b5z8fa1z4817z9cf8z7c1abada8e37 · Cited by 1 · see citing works
Biometric Applications of One-Dimensional Physiological Signals - Electrocardiograms
Jianchu, Wan, Y., & Warre, S. (2011) · InTech eBooks · doi:10.5772/17169
Design for modular testing of a multilayer flexible wireless multisensor platform
Chuo, Y., & Kamińska, B. (2009) · IEEE International Mixed-Signals, Sensors and Systems Test Workshop (IMS3TW) · doi:10.1109/ims3tw.2009.5158698
Self-citation
Heat Stress Risk Prediction by Using Bayesian Net Model with Sensor Network
Taiwade, K. M., & Mohod, P. S. (2014) · doi:10.5121/csit.2014.4713
Differentiating Common Workplace Postures through Plantar Pressure: Laying the Groundwork for a Low-Cost Instrumented Insole
Merry, K. J. (2017) · Summit (Simon Fraser University)
A Method of Feature Extraction for BCG Signal Based on Wavelet and Bispectrum
Wang, Z., Li, Z., Wang, Y., & Wang, M. (2018) · International Conference on Digital Home (ICDH) · doi:10.1109/icdh.2018.00027
Invoke Artificial Intelligence and Machine Learning for Strategic-Level Games and Interactive Simulations
Wickramarathna, N. C., & Ganegoda, G. U. (2019) · Communications in computer and information science · doi:10.1007/978-981-13-9129-3_10
Internet-Based Multi-Platform Thermometer Using WhatsApp and Sensor MLX90614 with Location Tracker Feature for Covid-19 Surveillance
Sucipto, P. W. A., & Firasanti, A. (2021) · Advances in engineering research/Advances in Engineering Research · doi:10.2991/aer.k.210810.008

Complete Platform for Remote Health Management
Kamińska, B., Chuo, Y., Marzencki, M., Hung, B. S. L., Jaggernauth, C., Tavakolian, K., & Lin, P. J. (2013) · DOAJ (DOAJ: Directory of Open Access Journals)
Self-citation
Optimized, practical firmware design for a novel flexible wireless multi-sensor platform for body activity and vitals monitoring
Jaggernauth, C., Chuo, Y., Hung, B. S. L., Lin, P. J., & Kamińska, B. (2011) · International Conference on Consumer Electronics · doi:10.1109/icce.2011.5722733 · Cited by 4 · see citing works
Self-citation
Smart Wireless Sensor for Physiological Monitoring
Tomašić, I., Avbelj, V., & Trobec, R. (2015) · Studies in health technology and informatics · doi:10.3233/978-1-61499-516-6-295 · Cited by 8 · see citing works
(Invited) Wireless Healthcare Flexible Sensor System with Comfortable and Precise Monitoring
Takei, K. (2022) · ECS Meeting Abstracts · doi:10.1149/ma2022-02361320mtgabs
Multi-functional wireless body sensor - Analysis of autonomy
Bregar, K., & Avbelj, V. (2013) · International Convention on Information and Communication Technology, Electronics and Microelectronics · Cited by 8 · see citing works

Authors: Chuo, Y., Marzencki, M., Hung, B., Jaggernauth, C., Tavakolian, K., Lin, P., & Kaminska, B.
Affiliations: Simon Fraser University (CA)
ORCID: Tavakolian, Kouhyar
Venue: IEEE Transactions on Biomedical Circuits and Systems
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Published: 2010-10
Volume: 4
Issue: 5
Pages: 281-294
ISSN: 1932-4545 (ISSN-L)
1940-9990
DOI: 10.1109/tbcas.2010.2052616
OpenAlex: W2126568521
Cited by: 102
References: 28
Citations by year: 2025: 1 · 2024: 2 · 2023: 5 · 2022: 5 · 2021: 9 · 2020: 8 · 2019: 8 · 2018: 9 · 2017: 9 · 2016: 10 · 2015: 6 · 2014: 9 · 2013: 13 · 2012: 3
FWCI: 3.59
Type: journal article
Language: en
Open access: closed
Licence: ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html (vor)
Locations: IEEE Transactions on Biomedical Circuits and Systems (publishedVersion)
PubMed (publishedVersion)
Topics: Physical Sciences › Engineering › Biomedical Engineering › Wireless Body Area Networks
Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
Keywords: wireless body sensors, flexible electronics, wearable sensors, vital signs monitoring, ECG, heart rate, respiration, human motion detection, body surface temperature, low power consumption, signal coupling

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Mechanically Flexible Wireless Multisensor Platform for Human Physical Activity and Vitals Monitoring

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