Advanced template matching algorithm for instantaneous heartbeat detection using continuous wave radar systems
Instantaneous heartbeat detection is a key parameter in modern vital sign monitoring. Continuous wave (CW) radar systems enable contactless measurements of the vibrations on the human skin effected by heartbeats. Since a high accuracy as well as robustness of the measurement sensor is appreciated, t...
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| Published in | 2017 First IEEE MTT-S International Microwave Bio Conference (IMBIOC) pp. 1 - 4 |
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| Main Authors | , , , |
| Format | Conference Proceeding |
| Language | English |
| Published |
IEEE
01.05.2017
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| Subjects | |
| Online Access | Get full text |
| DOI | 10.1109/IMBIOC.2017.7965797 |
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| Abstract | Instantaneous heartbeat detection is a key parameter in modern vital sign monitoring. Continuous wave (CW) radar systems enable contactless measurements of the vibrations on the human skin effected by heartbeats. Since a high accuracy as well as robustness of the measurement sensor is appreciated, the belonging signal processing routine has to deal with challenging requirements. In this paper, an advanced template matching (ATM) algorithm is proposed to enhance the performance regarding instantaneous heartbeat detection using CW radar systems. Compared to common template matching algorithms, multiple heterogeneous templates are utilized in this approach, at which the appropriate template type is determined by prior feature detection. A 24 Ghz Six-Port microwave interferometer is used for vital sign measurements of a person-under-test. The functionality of the proposed algorithm is verified by a synchronous reference electrocardiogram (ECG) and its enhancement is shown by reducing the root-mean-square error (RMSE) of the interbeat intervals (IBI) compared to an ordinary template matching algorithm. |
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| AbstractList | Instantaneous heartbeat detection is a key parameter in modern vital sign monitoring. Continuous wave (CW) radar systems enable contactless measurements of the vibrations on the human skin effected by heartbeats. Since a high accuracy as well as robustness of the measurement sensor is appreciated, the belonging signal processing routine has to deal with challenging requirements. In this paper, an advanced template matching (ATM) algorithm is proposed to enhance the performance regarding instantaneous heartbeat detection using CW radar systems. Compared to common template matching algorithms, multiple heterogeneous templates are utilized in this approach, at which the appropriate template type is determined by prior feature detection. A 24 Ghz Six-Port microwave interferometer is used for vital sign measurements of a person-under-test. The functionality of the proposed algorithm is verified by a synchronous reference electrocardiogram (ECG) and its enhancement is shown by reducing the root-mean-square error (RMSE) of the interbeat intervals (IBI) compared to an ordinary template matching algorithm. |
| Author | Will, Christoph Kilin Shi Weigel, Robert Koelpin, Alexander |
| Author_xml | – sequence: 1 givenname: Christoph surname: Will fullname: Will, Christoph email: christoph.will@fau.de organization: Inst. for Electron. Eng., Friedrich-Alexander Univ. of Erlangen-Nuremberg, Erlangen, Germany – sequence: 2 surname: Kilin Shi fullname: Kilin Shi organization: Inst. for Electron. Eng., Friedrich-Alexander Univ. of Erlangen-Nuremberg, Erlangen, Germany – sequence: 3 givenname: Robert surname: Weigel fullname: Weigel, Robert organization: Inst. for Electron. Eng., Friedrich-Alexander Univ. of Erlangen-Nuremberg, Erlangen, Germany – sequence: 4 givenname: Alexander surname: Koelpin fullname: Koelpin, Alexander organization: Inst. for Electron. Eng., Friedrich-Alexander Univ. of Erlangen-Nuremberg, Erlangen, Germany |
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| Snippet | Instantaneous heartbeat detection is a key parameter in modern vital sign monitoring. Continuous wave (CW) radar systems enable contactless measurements of the... |
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| SubjectTerms | biomedical signal processing digital signal processing Electrocardiography electromagnetic measurements Feature extraction Heart beat Radar radar interferometry radar signal processing Shape Signal processing algorithms Training |
| Title | Advanced template matching algorithm for instantaneous heartbeat detection using continuous wave radar systems |
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