Literature DB >> 25571206

Heart rate estimation from FBG sensors using cepstrum analysis and sensor fusion.

Yongwei Zhu, Victor Foo Siang Fook, Emily Hao Jianzhong, Jayachandran Maniyeri, Cuntai Guan, Haihong Zhang, Eugene Phua Jiliang, Jit Biswas.   

Abstract

This paper presents a method of estimating heart rate from arrays of fiber Bragg grating (FBG) sensors embedded in a mat. A cepstral domain signal analysis technique is proposed to characterize Ballistocardiogram (BCG) signals. With this technique, the average heart beat intervals can be estimated by detecting the dominant peaks in the cepstrum, and the signals of multiple sensors can be fused together to obtain higher signal to noise ratio than each individual sensor. Experiments were conducted with 10 human subjects lying on 2 different postures on a bed. The estimated heart rate from BCG was compared with heart rate ground truth from ECG, and the mean error of estimation obtained is below 1 beat per minute (BPM). The results show that the proposed fusion method can achieve promising heart rate measurement accuracy and robustness against various sensor contact conditions.

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Year:  2014        PMID: 25571206     DOI: 10.1109/EMBC.2014.6944838

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


  3 in total

1.  Noninvasive measurement of the vital signs of cancer patients with a dual-path microbend fiber sensor.

Authors:  Ying Wang; Meizheng You; Yanhong Zhang; Sumei Wu; Yi Zhang; Huicheng Yang; Ting Zheng; Xiaohui Chen; Zhihao Chen; Xianhe Xie; Xiaochun Zheng
Journal:  Biomed Opt Express       Date:  2022-01-26       Impact factor: 3.732

2.  Reduction of the Multipath Propagation Effect in a Hydroacoustic Channel Using Filtration in Cepstrum.

Authors:  Agnieszka Czapiewska; Andrzej Luksza; Ryszard Studanski; Andrzej Zak
Journal:  Sensors (Basel)       Date:  2020-01-29       Impact factor: 3.576

3.  Detection of Sleep Biosignals Using an Intelligent Mattress Based on Piezoelectric Ceramic Sensors.

Authors:  Min Peng; Zhizhong Ding; Lusheng Wang; Xusheng Cheng
Journal:  Sensors (Basel)       Date:  2019-09-05       Impact factor: 3.576

  3 in total

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