The DOI matches its Crossref record; 11 of the 13 references it cites were found in a registry or an index.
Artifact-resistant power-efficient design of finger-ring plethysmographic sensors
Abstract
A miniaturized, telemetric, photoplethysmograph (PPG) sensor for long-term, continuous monitoring is presented in this paper. The sensor, called a "ring sensor," is attached to a finger base for monitoring beat-to-beat pulsation, and the data is sent to a host computer via a radio-frequency transmitter. Two major design issues are addressed: one is to minimize motion artifact and the other is to minimize the consumption of battery power. An efficient double ring design is developed to lower the influence of external force, acceleration, and ambient light, and to hold the sensor gently and securely on the skin, so that the circulation at the finger may not be obstructed. Total power consumption is analyzed in relation to characteristics of individual components, sampling rate, and CPU clock speed. Optimal operating conditions are obtained for minimizing the power budget. A prototype ring sensor is designed and built based on the power budget analysis and the artifact-resistive attachment method. It is verified through experiments that the ring sensor is resistant to interfering forces and acceleration acting on the ring body. Benchmarking tests with FDA-approved PPG and electrocardiogram reveal that the ring sensor is comparable to those devices in detecting beat-to-beat pulsation despite disturbances.
Overview
Integrity signals
Registry
Cites
Statistics
Verification
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?
In the citing paper
“This band would apply a skin pressure of about 75 mmHg and, due to its compliance, it would hold steady the applied pressure while the finger was in different positions.”
From Sources of inaccuracy in photoplethysmography for continuous cardiovascular monitoring (2021) · cites this paper as [213]
Citations
Cites
Holter, N. J. (1961) · Science · doi:10.1126/science.134.3486.1214 · Cited by 566
Berecek, K. H. (1975) · Nursing Clinics of North America · doi:10.1016/s0029-6465(22)00465-0 · Cited by 411
Etiologic factors in pressure sores: an experimental model.
Daniel, R. K., Priest, D., & Wheatley, D. (1981) · PubMed · Cited by 374
The ring sensor: a new ambulatory wearable sensor for twenty-four hour patient monitoring
Rhee, S., Yang, B.-H., Chang, K., & Asada, H. H. (2002) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.1998.746970 · Cited by 90
Self-citationContinuous electrocardiographic monitoring during automobile driving
Bellet, S., Roman, L. R., Kostis, J. B., & Slater, A. (1968) · The American Journal of Cardiology · doi:10.1016/0002-9149(68)90183-5 · Cited by 72
A twenty-four hour tele-nursing system using a ring sensor
Yang, B.-H., Rhee, S., & Asada, H. H. (2002) · Proceedings - IEEE International Conference on Robotics and Automation/Proceedings · doi:10.1109/robot.1998.676438 · Cited by 63
Self-citationMeasurement of pulse-wave velocity using a beat-sampling technique
Pruett, J. D., BOURLAND, J. D., & Geddes, L. A. (1988) · Annals of Biomedical Engineering · doi:10.1007/bf02364622 · Cited by 53
Ischemic and pressure-induced hyperemia: A comparison
Rendell, M., & Wells, J. M. (1998) · Archives of Physical Medicine and Rehabilitation · doi:10.1016/s0003-9993(98)90243-x · Cited by 17
DEVELOPMENT OF A RING-TYPE VITAL SIGN TELEMETER
Yamashita, M., SHIMIZU, K., & Matsumoto, G. (1995) · Medical Entomology and Zoology · Cited by 13
Ambulatory monitoring of the cardiac patient.
David, D., Michelson, E. L., & Dreifus, L. S. (1988) · PubMed · Cited by 4
Flagged first, then by citations
2 of the 13 references couldn’t be matched to a known paper.
Research works printed but not linked: 2
- hayes, 1998, quantitative investigation of artefact in photo-plethysmography and pulse-oximetry for respiratory exercise testing, Proc CNVD 97 Frontiers in Computer-Aided Visualization of Vascular Functions, 117
- dinsdale, 1970, Mechanical factors in pathogenesis of ischemic skin ulcers in swine
Cited by
Sorted by citations
Photoplethysmography and its application in clinical physiological measurement
Allen, J. (2007) · Physiological Measurement · doi:10.1088/0967-3334/28/3/r01 · Cited by 3,967
Non-contact, automated cardiac pulse measurements using video imaging and blind source separation
Poh, M., McDuff, D., & Picard, R. W. (2010) · Optics Express · doi:10.1364/oe.18.010762 · Cited by 1,652
Wearable photoplethysmographic sensors—past and present
Tamura, T., Maeda, Y., Sekine, M., & Yoshida, M. (2014) · Electronics · doi:10.3390/electronics3020282 · Cited by 912
“Adaptive filtering, combined with an improved mechanical design and probe configuration, increased the accuracy of the PPG signal received [14].”
BackgroundMethodPhotoplethysmography Revisited: From Contact to Noncontact, From Point to Imaging
Sun, Y., & Thakor, N. V. (2015) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2015.2476337 · Cited by 589
Mobile monitoring with wearable photoplethysmographic biosensors
Asada, H. H., Shaltis, P., Reisner, A., Rhee, S., & Hutchinson, R. C. (2003) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2003.1213624 · Cited by 466
Self-citationBonato, P. (2010) · IEEE Engineering in Medicine and Biology Magazine · doi:10.1109/memb.2010.936554 · Cited by 423
Orphanidou, C., Bonnici, T., Charlton, P., Clifton, D., Vallance, D., & Tarassenko, L. (2014) · IEEE Journal of Biomedical and Health Informatics · doi:10.1109/jbhi.2014.2338351 · Cited by 368
Stefanov, D., Bien, Z., & Bang, W.-C. (2004) · IEEE Transactions on Neural Systems and Rehabilitation Engineering · doi:10.1109/tnsre.2004.828423 · Cited by 358
Sources of inaccuracy in photoplethysmography for continuous cardiovascular monitoring
Fine, J., Branan, K. L., Rodriguez, A. J., Boonya-ananta, T., Ajmal, Ramella-Roman, J. C., McShane, M. J., & Coté, G. L. (2021) · Biosensors · doi:10.3390/bios11040126 · Cited by 348
A Novel Approach for Motion Artifact Reduction in PPG Signals Based on AS-LMS Adaptive Filter
Ram, M. R., Madhav, K. V., Krishna, E. H., Komalla, N. R., & Reddy, K. A. (2011) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2011.2175832 · Cited by 345
Progress and challenges in fabrication of wearable sensors for health monitoring
Nasiri, S., & Khosravani, M. R. (2020) · Sensors and Actuators A Physical · doi:10.1016/j.sna.2020.112105 · Cited by 307
Advances in Photopletysmography Signal Analysis for Biomedical Applications
Moraes, J. L., Rocha, M. X., Vasconcelos, G. G., Vasconcelos Filho, J. E., De Albuquerque, V. H. C., & Alexandria, A. R. (2018) · Sensors · doi:10.3390/s18061894 · Cited by 292
Lee, H., Kim, E., Lee, Y., Kim, H., Lee, J., Kim, M., Yoo, H., & Yoo, S. (2018) · Science Advances · doi:10.1126/sciadv.aas9530 · Cited by 279
Current progress of photoplethysmography and SPO2 for health monitoring
TAMURA, T. (2019) · Biomedical Engineering Letters · doi:10.1007/s13534-019-00097-w · Cited by 274
Watanabe, K., Watanabe, T., Watanabe, H., Ando, H., Ishikawa, T., & Kobayashi, K. (2005) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2005.857637 · Cited by 239
Motion-tolerant magnetic earring sensor and wireless earpiece for wearable photoplethysmography
Poh, M., Swenson, N. C., & Picard, R. W. (2010) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2010.2042607 · Cited by 189
Heartbeat-Driven Medium-Access Control for Body Sensor Networks
Li, H., & Tan, J. (2009) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2028136 · Cited by 182
Wearable electrochemical sensors for forensic and clinical applications
Ferreira, P. C., Ataide, V. N., Chagas, C. L. S., Angnes, L., Coltro, W. K. T., Paixão, T. R. L. C., & de Araujo, W. R. (2019) · TrAC Trends in Analytical Chemistry · doi:10.1016/j.trac.2019.115622 · Cited by 171
A high-sensitivity near-infrared phototransistor based on an organic bulk heterojunction
Xu, H., Li, J., Leung, B. H. K., Poon, C. C. Y., Ong, B. S., Zhang, Y., & Zhao, N. (2013) · Nanoscale · doi:10.1039/c3nr03989g · Cited by 163
Reduction of motion artifact in pulse oximetry by smoothed pseudo Wigner-Ville distribution
Yan, Y. S., Poon, C. C. Y., & Zhang, Y. (2005) · Journal of NeuroEngineering and Rehabilitation · doi:10.1186/1743-0003-2-3 · Cited by 157
Motion Artifact Removal Techniques for Wearable EEG and PPG Sensor Systems
Seok, D., Lee, S.-H., Kim, M., Cho, J., & Kim, C. (2021) · Frontiers in Electronics · doi:10.3389/felec.2021.685513 · Cited by 168
A Wearable Point-of-Care System for Home Use That Incorporates Plug-and-Play and Wireless Standards
Yao, J., Schmitz, R., & Warren, S. (2005) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2005.854507 · Cited by 147
Medical Monitoring Applications for Wearable Computing
Raŝković, D. (2004) · The Computer Journal · doi:10.1093/comjnl/47.4.495 · Cited by 143
A survey on signals and systems in ambulatory blood pressure monitoring using pulse transit time
Buxi, D., Redouté, J., & Yuce, M. R. (2015) · Physiological Measurement · doi:10.1088/0967-3334/36/3/r1 · Cited by 140
Recent developments and trends in biomedical sensors
Engin, M., Demirel, A., Engın, E. Z., & Fedakar, M. (2004) · Measurement · doi:10.1016/j.measurement.2004.11.002 · Cited by 140
Flexible electronics for cardiovascular healthcare monitoring
Zhang, T., Liu, N., Xu, J., Liu, Z., Zhou, Y., Yang, Y., Li, S., Huang, Y., & Jiang, S. (2023) · The Innovation · doi:10.1016/j.xinn.2023.100485 · Cited by 129
Wang, G., Atef, M., & Lian, Y. (2018) · IEEE Circuits and Systems Magazine · doi:10.1109/mcas.2018.2849261 · Cited by 121
Wireless house calls: using communications technology for health care and monitoring
Boric-Lubeke, O., & Lubecke, V. M. (2002) · IEEE Microwave Magazine · doi:10.1109/mmw.2002.1028361 · Cited by 116
Multichannel reflective PPG earpiece sensor with passive motion cancellation
Wang, L., Lo, B. P., & Yang, G.-Z. (2007) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2007.910900 · Cited by 114
Active noise cancellation using MEMS accelerometers for motion-tolerant wearable bio-sensors
Asada, H. H., Jiang, H.-H., & Gibbs, P. (2005) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2004.1403631 · Cited by 113
Self-citationServati, A., Zou, L., Wang, Z. J., Ko, F., & Servati, P. (2017) · Sensors · doi:10.3390/s17071622 · Cited by 112
An Ultra Low Power Pulse Oximeter Sensor Based on Compressed Sensing
Baheti, P. K., & Garudadri, H. (2009) · Wearable and Implantable Body Sensor Networks · doi:10.1109/bsn.2009.32 · Cited by 97
Evaluation of biases in remote photoplethysmography methods
Dasari, A., Prakash, S. K. A., Jeni, L. A., & Tucker, C. S. (2021) · npj Digital Medicine · doi:10.1038/s41746-021-00462-z · Cited by 98
Ogata, M., Sugiura, Y., Ōsawa, H., & Imai, M. (2012) · ACM Symposium on User Interface Software and Technology (UIST) · doi:10.1145/2380116.2380135 · Cited by 95
Javaid, S., Zeadally, S., Fahim, H., & He, B. (2022) · IEEE Sensors Journal · doi:10.1109/jsen.2022.3141064 · Cited by 102
A Flexible, Low Noise Reflective PPG Sensor Platform for Ear-Worn Heart Rate Monitoring
Patterson, J. A. C., McIlwraith, D. C., & Yang, G.-Z. (2009) · 2009 Sixth International Workshop on Wearable and Implantable Body Sensor Networks · doi:10.1109/bsn.2009.16 · Cited by 91
Heartbeat driven medium access control for body sensor networks
Li, H., & Tan, J. (2007) · ACM SIGMOBILE International Workshop on Systems and Networking Support for Healthcare and Assisted Living Environments (HealthNet) · doi:10.1145/1248054.1248062 · Cited by 87
Yao, J., & Warren, S. (2005) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2005.1617256 · Cited by 83
3D Printing Silicone Elastomer for Patient‐Specific Wearable Pulse Oximeter
Abdollahi, S., Markvicka, E. J., Majidi, C., & Feinberg, A. W. (2020) · Advanced Healthcare Materials · doi:10.1002/adhm.201901735 · Cited by 82
Monitoring physiological signals using nonintrusive sensors installed in daily life equipment
Lim, Y. G., Hong, K. H., Kim, K. K., Shin, J. H., Lee, S. M., Chung, G. S., Baek, H. J., Jeong, D., & Park, K. S. (2011) · Biomedical Engineering Letters · doi:10.1007/s13534-011-0012-0 · Cited by 81
Advances in wearable technology and its medical applications
Bonato, P. (2010) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2010.5628037 · Cited by 81
Pulse Oximetry Using Organic Optoelectronics under Ambient Light
Han, D., Khan, Y., Ting, J., Zhu, J. H., Combe, C. M. S., Wadsworth, A., McCulloch, I. A., & Arias, A. C. (2020) · Advanced Materials Technologies · doi:10.1002/admt.201901122 · Cited by 80
A Sub-mW Fully-Integrated Pulse Oximeter Front-End
Glaros, K. N., & Drakakis, E. M. (2012) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2012.2200677 · Cited by 78
Winokur, E. S., O'Dwyer, T. G., & Sodini, C. G. (2014) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2014.2358673 · Cited by 76
Sun, X., Yang, P., Li, Y., Gao, Z., & Zhang, Y. (2012) · IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI ...) · doi:10.1109/bhi.2012.6211698 · Cited by 75
Li, K., & Warren, S. (2011) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2011.2167717 · Cited by 73
Fiorini, L., Mancioppi, G., Semeraro, F., Fujita, H., & Cavallo, F. (2019) · Knowledge-Based Systems · doi:10.1016/j.knosys.2019.105217 · Cited by 76
Learning-based heart rate detection from remote photoplethysmography features
Hsu, Y., Lin, Y.-L., & Hsu, W. H. (2014) · IEEE International Conference on Acoustics Speech and Signal Processing · doi:10.1109/icassp.2014.6854440 · Cited by 71
Toward Hypertension Prediction Based on PPG-Derived HRV Signals: a Feasibility Study
Lan, K.-C., Raknim, P., Kao, W., & Huang, J.-H. (2018) · Journal of Medical Systems · doi:10.1007/s10916-018-0942-5 · Cited by 68
Wong, A., Pun, K.-P., Zhang, Y.-T., & Hung, K. (2005) · IEEE Transactions on Circuits and Systems I: Regular Papers · doi:10.1109/tcsi.2005.857767 · Cited by 63
An Efficient Motion-Resistant Method for Wearable Pulse Oximeter
Yan, Y.-S., & Zhang, Y.-T. (2008) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2007.902173 · Cited by 62
Gibbs, P., & Asada, H. H. (2005) · Proceedings of the ... American Control Conference/Proceedings of the American Control Conference · doi:10.1109/acc.2005.1470193 · Cited by 62
Self-citationYokus, M. A., & Daniele, M. A.-A. (2021) · Biosensors and Bioelectronics · doi:10.1016/j.bios.2021.113249 · Cited by 62
In-Ear Pulse Rate Measurement: A Valid Alternative to Heart Rate Derived from Electrocardiography?
Passler, S., Müller, N., & Senner, V. (2019) · Sensors · doi:10.3390/s19173641 · Cited by 60
Li, J., Chu, H., Chen, Z., Yiu, C. K., Qu, Q., Li, Z.-Y., & Yu, X. (2024) · ACS Nano · doi:10.1021/acsnano.4c04291 · Cited by 50
Ram, M. R., Madhav, K. V., Krishna, E. H., Komalla, N. R., Sivani, K., & Reddy, K. A. (2013) · IEEE Transactions on Instrumentation and Measurement · doi:10.1109/tim.2013.2259114 · Cited by 52
Wood, L. B., & Asada, H. H. (2007) · Conference proceedings · doi:10.1109/iembs.2007.4352374 · Cited by 52
Self-citationLiu, Y., & PECHT, M. G. (2006) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2006.260006 · Cited by 49
Kim, J., Kim, N., Kwon, M., & Lee, J. (2017) · ACS Applied Materials & Interfaces · doi:10.1021/acsami.7b05264 · Cited by 51
Peralta, E., Lázaro, J. M., Bailón, R., Marozas, V., & Gil, E. (2019) · Physiological Measurement · doi:10.1088/1361-6579/ab009b · Cited by 48
A 15 -- 15 mm, 1 μA, reliable sensor-net module
Yamashita, S., Yano, K., Shimura, T., Aiki, K., Ara, K., Ogata, Y., Shimokawa, I., Tanaka, T., Kuriyama, H., & Shimada, K. (2006) · ACM/IEEE International Conference on Information Processing in Sensor Networks (IPSN) · doi:10.1145/1127777.1127835 · Cited by 48
Adaptive Pulse Width Control and Sampling for Low Power Pulse Oximetry
Gubbi, S., & Amrutur, B. S. (2014) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2014.2326712 · Cited by 46
Ratiometric Artifact Reduction in Low Power Reflective Photoplethysmography
Patterson, J. A. C., & Yang, G. (2011) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2011.2161304 · Cited by 46
Zhang, S., Zhang, T., Liu, Z., Wang, J., Xu, J., Chen, K., & Yu, L. (2021) · Advanced Functional Materials · doi:10.1002/adfm.202107040 · Cited by 46
Duun, S., Haahr, R. G., Birkelund, K., & Thomsen, E. V. (2010) · IEEE Sensors Journal · doi:10.1109/jsen.2009.2032925 · Cited by 45
A New Wristband Wearable Sensor Using Adaptive Reduction Filter to Reduce Motion Artifact
Wei, P., Guo, R., Zhang, J., & Zhang, Y. (2008) · IEEE International Conference on Information Technology and Applications in Biomedicine · doi:10.1109/itab.2008.4570636 · Cited by 44
LED power reduction trade-offs for ambulatory pulse oximetry
Aguilar–Pelaez, E., & Rodriguez–Villegas, E. (2007) · Conference proceedings · doi:10.1109/iembs.2007.4352784 · Cited by 43
A New Image Blood Pressure Sensor Based on PPG, RRT, BPTT, and Harmonic Balancing
Huang, S., Hung, P.-H., Hong, C.-H., & Wang, H. (2014) · IEEE Sensors Journal · doi:10.1109/jsen.2014.2329676 · Cited by 42
FeetBeat: A Flexible Iontronic Sensing Wearable Detects Pedal Pulses and Muscular Activities
Zhang, Z., Zhu, Z., Bazor, B., Lee, S., Ding, Z. J., & Pan, T. (2019) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2019.2900224 · Cited by 41
Is Continuous Heart Rate Monitoring of Livestock a Dream or Is It Realistic? A Review
Nie, L., Berckmans, D., Wang, C., & Li, B. (2020) · Sensors · doi:10.3390/s20082291 · Cited by 46
Low-frequency component of photoplethysmogram reflects the autonomic control of blood pressure
Karavaev, A. S., Боровик, А. С., Borovkova, E. I., Orlova, E. A., Simonyan, M. A., Пономаренко, В. И., Skazkina, V. V., Gridnev, V. I., Bezruchko, B. P., Prokhorov, M. D., et al. (2021) · Biophysical Journal · doi:10.1016/j.bpj.2021.05.020 · Cited by 41
Gibbs, P., Wood, L. B., & Asada, H. H. (2005) · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · doi:10.1117/12.600781 · Cited by 41
Self-citationHeuristic algorithm for photoplethysmographic heart rate tracking during maximal exercise test
Silva, S. M. L. (2011) · Journal of Medical and Biological Engineering · doi:10.5405/jmbe.898 · Cited by 41
Noninvasive Techniques for Prevention of Intradialytic Hypotension
Sörnmo, L., Sandberg, F., Gil, E., & Solem, K. (2012) · IEEE Reviews in Biomedical Engineering · doi:10.1109/rbme.2012.2210036 · Cited by 41
Thin Metallic Heat Sink for Interfacial Thermal Management in Biointegrated Optoelectronic Devices
Jung, H. H., Song, J., Nie, S., Jung, H. N., Kim, M. S., Jeong, J., Song, Y. M., Song, J., & Jang, K. (2018) · Advanced Materials Technologies · doi:10.1002/admt.201800159 · Cited by 39
Wood, L. B., & Asada, H. H. (2006) · 2006 International Conference of the IEEE Engineering in Medicine and Biology Society · doi:10.1109/iembs.2006.260359 · Cited by 39
Self-citationA LED–LED-based photoplethysmography sensor
Stojanovic, R. D., & Karadaglić, D. (2007) · Physiological Measurement · doi:10.1088/0967-3334/28/6/n01 · Cited by 37
Adaptive cancellation of motion artifact in wearable biosensors
Yousefi, R., Nourani, M., & Panahi, I. M. S. (2012) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/embc.2012.6346350 · Cited by 36
Kim, J., Kim, J.-H., & Ko, H. (2015) · Sensors · doi:10.3390/s16010046 · Cited by 36
The Performance of Un-Instrumented In-Air Pointing
Brown, M. A., Stuerzlinger, W., & Filho, E. J. M. (2020) · A K Peters/CRC Press eBooks · doi:10.1201/9781003059325-8 · Cited by 36
Design of an Oximeter Based on LED-LED Configuration and FPGA Technology
Stojanovic, R. D., & Karadaglić, D. (2013) · Sensors · doi:10.3390/s130100574 · Cited by 35
Development of a Wearable In-Ear PPG System for Continuous Monitoring
Pedrana, A., Comotti, D., Re, V., & Traversi, G. (2020) · IEEE Sensors Journal · doi:10.1109/jsen.2020.3008479 · Cited by 35
Feasibility of Intelligent Monitoring of Construction Workers for Carbon Monoxide Poisoning
Forsyth, J. B., Martin, T. L., Young-Corbett, D. E., & Dorsa, E. (2012) · IEEE Transactions on Automation Science and Engineering · doi:10.1109/tase.2012.2197390 · Cited by 31
A Photoplethysmographic Signal Isolated From an Additive Motion Artifact by Frequency Translation
Sinchai, S., Kainan, P., Wardkein, P., & Koseeyaporn, J. (2018) · IEEE Transactions on Biomedical Circuits and Systems · doi:10.1109/tbcas.2018.2829708 · Cited by 30
False arrhythmia alarm suppression using ECG, ABP, and photoplethysmogram
Deshmane, A. (2009) · DSpace@MIT (Massachusetts Institute of Technology) · Cited by 31
Noninvasive blood pressure pulse detection and blood pressure determination
Sorvoja, H. S. S. (2006) · Cited by 29
Harvey, J. R., Salehizadeh, S. M. A., Mendelson, Y., & Chon, K. H. (2018) · IEEE Transactions on Biomedical Engineering · doi:10.1109/tbme.2018.2837499 · Cited by 29
Heart Rate Detection from an Electronic Weighing Scale
González-Landaeta, R., Casas, Ó., & Pallas-Areny, R. (2007) · Conference proceedings · doi:10.1109/iembs.2007.4353791 · Cited by 28
Baek, H. J., Chung, G. S., Kim, K. K., Kim, J. S., & Park, K. S. (2009) · IEEE Transactions on Information Technology in Biomedicine · doi:10.1109/titb.2009.2031108 · Cited by 28
Real-Time Heart Rate Monitoring System based on Ring-Type Pulse Oximeter Sensor
Park, S.-M., Kim, J.-Y., Ko, K.-E., Jang, I.-H., & Sim, K.-B. (2013) · Journal of Electrical Engineering and Technology · doi:10.5370/jeet.2013.8.2.376 · Cited by 28
Heart rate extraction from photoplethysmogram on fuzzy logic discriminator
Liu, S.-H., Chang, K.-M., & Fu, T.-H. (2010) · Engineering Applications of Artificial Intelligence · doi:10.1016/j.engappai.2010.02.008 · Cited by 26
NONINVASIVE BLOOD PRESSURE MEASUREMENT METHODS
Sorvoja, H. S. S., & Myllylä, R. A. (2006) · Molecular and Quantum Acoustics · Cited by 24
A ring-type device for the noninvasive measurement of arterial blood pressure
Zheng, D., & Zhang, Y. (2004) · Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) · doi:10.1109/iembs.2003.1280819 · Cited by 23
Wearable Photoplethysmographic Sensor System with PSoC Microcontroller
Sonoda, K., Kishida, Y., Tanaka, T., Kanda, K., Fujita, T., Maenaka, K., & Higuchi, K. (2012) · International Conference on Emerging Trends in Engineering and Technology (ICETET) · doi:10.1109/icetet.2012.19 · Cited by 22
The Challenge of Motion Artifact Suppression in Wearable Monitoring Solutions
Such, O., & Muehlsteff, J. (2006) · IEEE/EMBS International Summer School on Medical Devices and Biosensors (ISSS-MDBS) · doi:10.1109/issmdbs.2006.360094 · Cited by 22
Wearables for the Next Pandemic
Hedayatipour, A., & Mcfarlane, N. (2020) · IEEE Access · doi:10.1109/access.2020.3029130 · Cited by 23
Wander, J. D., & Morris, D. (2014) · Physiological Measurement · doi:10.1088/0967-3334/35/12/2543 · Cited by 22
Wearable Forehead Pulse Oximetry: Minimization of Motion and Pressure Artifacts
Dresher, R. P. (2006) · Digital WPI · Cited by 22
Motion artifacts reduction from PPG using cyclic moving average filter
Lee, J. (2014) · Technology and Health Care · doi:10.3233/thc-140798 · Cited by 21
Wearable Health Monitoring System and Its Applications
Tanaka, T., Sonoda, K., Okochi, S., Chan, A. C. K., Nii, M., Kanda, K., Fujita, T., Higuchi, K., & Maenaka, K. (2011) · doi:10.1109/icetet.2011.34 · Cited by 21
Metadata
- Authors
- Rhee, S., Yang, B.-H., & Asada, H. H.
- Affiliations
- Massachusetts Institute of Technology (US)
- Venue
- IEEE Transactions on Biomedical Engineering
- Published
- 2001-07
- Volume
- 48
- Issue
- 7
- Pages
- 795-805
- ISSN
- 0018-9294 (ISSN-L)
- OpenAlex
- W2159079926
- Cited by
- 235
- References
- 13
- Citations by year
- 2026: 3 · 2025: 4 · 2024: 4 · 2023: 10 · 2022: 5 · 2021: 9 · 2020: 9 · 2019: 10 · 2018: 16 · 2017: 10 · 2016: 3 · 2015: 7 · 2014: 16 · 2013: 9 · 2012: 18
- FWCI
- 3.17
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- IEEE Transactions on Biomedical Engineering (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Physical Sciences › Engineering › Biomedical Engineering › Non-Invasive Vital Sign Monitoring
- Physical Sciences › Engineering › Biomedical Engineering › Wireless Body Area Networks
- Physical Sciences › Engineering › Biomedical Engineering › Advanced Sensor and Energy Harvesting Materials
- Keywords
- photoplethysmography, power consumption, telemetry monitoring, wearable sensors, ambient light interference, sampling rate optimization
- MeSH terms
- Adult, Algorithms, Equipment Design, Fingers, Humans, Male, Plethysmography, Electric Power Supplies, Pressure, Pulsatile Flow, Reference Values, Signal Processing, Computer-Assisted, Reproducibility of Results, Artifacts, Monitoring, Ambulatory, Benchmarking
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