Literature DB >> 26737947

Robust heartbeat detection from in-home ballistocardiogram signals of older adults using a bed sensor.

Katy Lydon, Bo Yu Su, Licet Rosales, Moein Enayati, K C Ho, Marilyn Rantz, Marjorie Skubic.   

Abstract

We propose a simple and robust method to detect heartbeats using the ballistocardiogram (BCG) signal that is produced by a hydraulic bed sensor placed under the mattress. The proposed method is found beneficial especially when the BCG signal does not display consistent J-peaks, which can often be the case for overnight, in-home monitoring, especially with frail seniors. Heartbeat detection is based on the short-time energy of the BCG signal. Compared with previous methods that rely on the J-peaks observed from the BCG amplitude, we are able to achieve considerable improvement even when significant distortions are present. Test results are included for different BCG waveform patterns from older adults.

Mesh:

Year:  2015        PMID: 26737947     DOI: 10.1109/EMBC.2015.7320047

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  5 in total

1.  A Noncontact Ballistocardiography-Based IoMT System for Cardiopulmonary Health Monitoring of Discharged COVID-19 Patients.

Authors:  Jikui Liu; Fen Miao; Liyan Yin; Zhiqiang Pang; Ye Li
Journal:  IEEE Internet Things J       Date:  2021-03-04       Impact factor: 10.238

Review 2.  An Overview of the Sensors for Heart Rate Monitoring Used in Extramural Applications.

Authors:  Alessandra Galli; Roel J H Montree; Shuhao Que; Elisabetta Peri; Rik Vullings
Journal:  Sensors (Basel)       Date:  2022-05-26       Impact factor: 3.847

3.  Cardiovascular Function and Ballistocardiogram: A Relationship Interpreted via Mathematical Modeling.

Authors:  Giovanna Guidoboni; Lorenzo Sala; Moein Enayati; Riccardo Sacco; Marcela Szopos; James M Keller; Mihail Popescu; Laurel Despins; Virginia H Huxley; Marjorie Skubic
Journal:  IEEE Trans Biomed Eng       Date:  2019-02-06       Impact factor: 4.538

4.  Mechanism-Driven Modeling to Aid Non-invasive Monitoring of Cardiac Function via Ballistocardiography.

Authors:  Mohamed Zaid; Lorenzo Sala; Jan R Ivey; Darla L Tharp; Christina M Mueller; Pamela K Thorne; Shannon C Kelly; Kleiton Augusto Santos Silva; Amira R Amin; Pilar Ruiz-Lozano; Michael S Kapiloff; Laurel Despins; Mihail Popescu; James Keller; Marjorie Skubic; Salman Ahmad; Craig A Emter; Giovanna Guidoboni
Journal:  Front Med Technol       Date:  2022-02-16

5.  Detection of Ventricular Fibrillation Based on Ballistocardiography by Constructing an Effective Feature Set.

Authors:  Rongru Wan; Yanqi Huang; Xiaomei Wu
Journal:  Sensors (Basel)       Date:  2021-05-19       Impact factor: 3.576

  5 in total

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