Towards Pulse Detection and Rhythm Analysis using a Biomimetic Fingertip

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Abstract

Pulse rate and rhythm are indicators of the health of a human's blood circulation. Being able to detect one's pulse rate and rhythm in an emergency situation could be the difference between life and death. The work presented in this paper is preliminary work on algorithms that will equip a robot with the necessary skills to assess a human's pulse. Algorithms for pulse detection and the calculation of beats per minute (bpm) and Pulse to Pulse Interval (PPI) are presented and used to classify if a heart rate is normal, bradycardic, or tachycardic. Furthermore PPI is used to determine if the pulse rate is regular or in a form of arrhythmia. The results in this paper show that pulse was successfully detected and a subjects bpm calculated using a trough detection method. Furthermore the system proved to be capable of classifying the pulse as being regular or arrhythmic.
LanguageEnglish
Title of host publicationUnknown Host Publication
Number of pages8
DOIs
Publication statusPublished - 12 Jul 2015
Event2015 International Joint Conference on Neural Networks (IJCNN), - Killarney
Duration: 12 Jul 2015 → …

Conference

Conference2015 International Joint Conference on Neural Networks (IJCNN),
Period12/07/15 → …

Fingerprint

Biomimetics
Hemodynamics
Health
Robots

Keywords

  • pulse detection
  • tactile sensing
  • robotics

Cite this

@inproceedings{33559641bccc4f51aaccde25d6eb3fea,
title = "Towards Pulse Detection and Rhythm Analysis using a Biomimetic Fingertip",
abstract = "Pulse rate and rhythm are indicators of the health of a human's blood circulation. Being able to detect one's pulse rate and rhythm in an emergency situation could be the difference between life and death. The work presented in this paper is preliminary work on algorithms that will equip a robot with the necessary skills to assess a human's pulse. Algorithms for pulse detection and the calculation of beats per minute (bpm) and Pulse to Pulse Interval (PPI) are presented and used to classify if a heart rate is normal, bradycardic, or tachycardic. Furthermore PPI is used to determine if the pulse rate is regular or in a form of arrhythmia. The results in this paper show that pulse was successfully detected and a subjects bpm calculated using a trough detection method. Furthermore the system proved to be capable of classifying the pulse as being regular or arrhythmic.",
keywords = "pulse detection, tactile sensing, robotics",
author = "Emmett Kerr and TM McGinnity and SA Coleman and Andrea Shepherd",
year = "2015",
month = "7",
day = "12",
doi = "10.1109/IJCNN.2015.7280690",
language = "English",
booktitle = "Unknown Host Publication",

}

Kerr, E, McGinnity, TM, Coleman, SA & Shepherd, A 2015, Towards Pulse Detection and Rhythm Analysis using a Biomimetic Fingertip. in Unknown Host Publication. 2015 International Joint Conference on Neural Networks (IJCNN), 12/07/15. https://doi.org/10.1109/IJCNN.2015.7280690

Towards Pulse Detection and Rhythm Analysis using a Biomimetic Fingertip. / Kerr, Emmett; McGinnity, TM; Coleman, SA; Shepherd, Andrea.

Unknown Host Publication. 2015.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

TY - GEN

T1 - Towards Pulse Detection and Rhythm Analysis using a Biomimetic Fingertip

AU - Kerr, Emmett

AU - McGinnity, TM

AU - Coleman, SA

AU - Shepherd, Andrea

PY - 2015/7/12

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N2 - Pulse rate and rhythm are indicators of the health of a human's blood circulation. Being able to detect one's pulse rate and rhythm in an emergency situation could be the difference between life and death. The work presented in this paper is preliminary work on algorithms that will equip a robot with the necessary skills to assess a human's pulse. Algorithms for pulse detection and the calculation of beats per minute (bpm) and Pulse to Pulse Interval (PPI) are presented and used to classify if a heart rate is normal, bradycardic, or tachycardic. Furthermore PPI is used to determine if the pulse rate is regular or in a form of arrhythmia. The results in this paper show that pulse was successfully detected and a subjects bpm calculated using a trough detection method. Furthermore the system proved to be capable of classifying the pulse as being regular or arrhythmic.

AB - Pulse rate and rhythm are indicators of the health of a human's blood circulation. Being able to detect one's pulse rate and rhythm in an emergency situation could be the difference between life and death. The work presented in this paper is preliminary work on algorithms that will equip a robot with the necessary skills to assess a human's pulse. Algorithms for pulse detection and the calculation of beats per minute (bpm) and Pulse to Pulse Interval (PPI) are presented and used to classify if a heart rate is normal, bradycardic, or tachycardic. Furthermore PPI is used to determine if the pulse rate is regular or in a form of arrhythmia. The results in this paper show that pulse was successfully detected and a subjects bpm calculated using a trough detection method. Furthermore the system proved to be capable of classifying the pulse as being regular or arrhythmic.

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KW - tactile sensing

KW - robotics

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DO - 10.1109/IJCNN.2015.7280690

M3 - Conference contribution

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