Special Section Technical Briefs

Fusion of Electrocardiogram and Accelerocardiogram Derived Respiration Methods for Estimation of Respiratory Phases

[+] Author and Article Information
Nasim Alamdari, Kouhyar Tavakolian, Reza Fazel-Rezai

Department of Electrical Engineering,
University of North Dakota,
Grand Forks, ND 58202-7165

Vahid Zakeri

Department of Mechanical Engineering,
University of British Columbia,
Vancouver, BC, Canada V6T 1Z4

Alireza Akhbardeh

School of Medicine,
Johns Hopkins University,
Baltimore, MD 21205

Manuscript received March 1, 2016; final manuscript received March 16, 2016; published online May 12, 2016. Assoc. Editor: William Durfee.

J. Med. Devices 10(2), 020928 (May 12, 2016) (2 pages) Paper No: MED-16-1062; doi: 10.1115/1.4033122 History: Received March 01, 2016; Revised March 16, 2016

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Langley, P. , Bowers, E. J. , and Murray, A. , 2009, “ Principal Component Analysis as a Tool for Analysing Beat-to-Beat Changes in Electrocardiogram Features: Application to Electrocardiogram Derived Respiration,” IEEE Trans. Biomed. Eng., 57(4), pp. 821–829. [CrossRef] [PubMed]
Zhu, T. , Pimentel1, M. , Clifford, G. , and Clifton, D. , 2015, “ Bayesian Fusion of Algorithms for the Robust Estimation of Respiratory Rate From the Photoplethysmogram,” 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy, Aug. 25–29, pp. 6138–6141.
Dehkordi, P. , Tavakolian, K. , Marzencki, M. , Kaminska, M. , and Kaminska, B. , 2014, “ Assessment of Respiratory Flow and Efforts Using Upper-Body Acceleration,” Med. Biol. Eng. Comput., 52(8), pp. 653–661. [CrossRef] [PubMed]
Jafari Tadi, M. , Koivisto, T. , Pänkäälä, M. , and Paasio, A. , 2014, “ Accelerometer-Based Method for Extracting Respiratory and Cardiac Gating Information for Dual Gating During Nuclear Medicine Imaging,” Int. J. Biomed. Imaging, 2014, p. 690124. [CrossRef] [PubMed]
Sánchez Morillo, D. , Ojeda, J. L. R. , Foix, L. F. C. , and Jiménez, A. L. , 2010, “ An Accelerometer-Based Device for Sleep Apnea Screening,” IEEE Trans. Inf. Technol. Biomed., 14(2), pp. 491–499. [CrossRef] [PubMed]
Estrada, L. , Torres, A. , Sarlabous, L. , and Jané, R. , 2015, “ Respiratory Signal Derived From the Smartphone Accelerometer During a Respiratory Load Protocol,” 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Milan, Italy, Aug. 25–29, pp. 6768–6771.
Tavakolian, K. , Vaseghi, A. , and Kaminska, B. , 2008, “ Improvement of Ballistocardiogram Processing by Inclusion of Respiration Information,” Physiol. Meas., 29(7), pp. 771–781. [CrossRef] [PubMed]
Alamdari, N. , Tavakolian, K. , Zakeri, V. , Fazel-Rezai, R. , Paukkunen, M. , Sepponen, R. , and Akhbardeh, A. , 2015, “ Using Electromechanical Signals Recorded From the Body for Respiratory Phase Detection and Respiratory Time Estimation: A Comparative Study,” Computing in Cardiology Conference (CinC), Nice, France, Sept. 6–9, pp. 65–68.
Kaw, A. , Kalu, E. , and Nguyen, D. , 2009, Numerical Methods With Applications (Textbooks Collection), University of South Florida, Tampa, FL.


Grahic Jump Location
Fig. 1

(a) Respiration belt signal, (b) ECG (lead II) signal and its upper and lower envelope, and (c) SCG in z direction signal with its upper and lower envelope

Grahic Jump Location
Fig. 2

Respiratory phases detection. Dashed and solid signals illustrate the reference respiration signal and the ADR signal, respectively.



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