Title :
Ballistocardiography with fiber optic sensor in headrest position: A feasibility study and a new processing algorithm
Author :
Yongwei Zhu ; Haihong Zhang ; Jayachandran, M. ; Ng, Andrew Keong ; Biswas, Jit ; Zhihao Chen
Author_Institution :
Dept. of Neural & Biomed. Technol., Inst. for Infocomm Res., Singapore, Singapore
Abstract :
Ballistocardiography (BCG) is a promising unobtrusive method for home e-healthcare systems, and has attracted increasing interest in recent years along with technological advances in related biomedical, electrical engineering and computer science fields. While existing systems have investigated the efficacy of BCG setups in bed, backrest, seat or scale positions, we propose to study BCG in headrest position that will allow new practical and portable applications. To this end, we designed and implemented a multi-modality sensing system including a high-sensitivity microbend fiber optic BCG sensor. In this preliminary study, we have collected multi-modality physiological data on 3 human subjects. We ran extensive analysis on BCG in correlation with ECG, and identified special characteristics of the signal in the new BCG setup. The result suggests that new appropriate computing techniques are necessary for accurately recovering the heart beat signal. Therefore, we developed a novel algorithm for heart beat detection. We evaluate the algorithm with the data and demonstrate that it can accurately compute heart rate intervals in the headrest BCG despite significant signal distortion.
Keywords :
bioelectric potentials; electrocardiography; fibre optic sensors; medical signal detection; medical signal processing; microsensors; optical fibres; ECG signal characteristic identification; backrest position; ballistocardiography; bed position; biomedical field; electrical engineering field; headrest position; heart beat detection; heart beat signal recovery; heart rate interval computation; home e-healthcare system; microbend fiber optic BCG sensor; multimodality physiological data collection; multimodality sensing system; ncomputer science field; processing algorithm; scale position; seat position; unobtrusive method; Electrocardiography; Harmonic analysis; Heart beat; Optical sensors; Time-frequency analysis;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2013 35th Annual International Conference of the IEEE
Conference_Location :
Osaka
DOI :
10.1109/EMBC.2013.6610721