메뉴 건너뛰기




Volumn 31, Issue 12, 2010, Pages 1585-1603

Improved elimination of motion artifacts from a photoplethysmographic signal using a Kalman smoother with simultaneous accelerometry

Author keywords

Fixed interval Kalman smoother; Kalman filter; Motion artifact; NLMS; Photoplethysmography; RLS

Indexed keywords

ADAPTIVE FILTERING; ADAPTIVE FILTERS; BANDPASS FILTERS; BIOMEDICAL SIGNAL PROCESSING; CARDIOVASCULAR SYSTEM; LEAST SQUARES APPROXIMATIONS; PHOTOPLETHYSMOGRAPHY;

EID: 78650481189     PISSN: 09673334     EISSN: 13616579     Source Type: Journal    
DOI: 10.1088/0967-3334/31/12/003     Document Type: Article
Times cited : (134)

References (28)
  • 3
    • 75449105291 scopus 로고    scopus 로고
    • Enhancing the estimation of blood pressure using pulse arrival time and two confounding factors
    • Baek H J, Kim K K, Kim J S, Lee B and Park K S 2010 Enhancing the estimation of blood pressure using pulse arrival time and two confounding factors Physiol. Meas. 31 145-57
    • (2010) Physiol. Meas. , vol.31 , pp. 145-157
    • Baek, H.J.1    Kim, K.K.2    Kim, J.S.3    Lee, B.4    Park, K.S.5
  • 7
    • 33746981904 scopus 로고    scopus 로고
    • Comparison of wavelet transformation and adaptive filtering in restoring artefact-induced time-related measurement
    • Foo J Y A 2006 Comparison of wavelet transformation and adaptive filtering in restoring artefact-induced time-related measurement Biomed. Signal Process. Control 1 93-8
    • (2006) Biomed. Signal Process. Control , vol.1 , pp. 93-98
    • Foo, J.Y.A.1
  • 13
    • 0000573306 scopus 로고    scopus 로고
    • Artifact reduction in photoplethysmography
    • Hayes M J and Smith P R 1998 Artifact reduction in photoplethysmography Appl. Opt. 37 7437-46
    • (1998) Appl. Opt. , vol.37 , pp. 7437-7446
    • Hayes, M.J.1    Smith, P.R.2
  • 15
    • 33846089850 scopus 로고    scopus 로고
    • Ballistocardiogram artifact removal from EEG signals using adaptive filtering of EOG signals
    • In M H, Lee S Y, Park T S, Kim T-S, Cho M H and Ahn Y B 2006 Ballistocardiogram artifact removal from EEG signals using adaptive filtering of EOG signals Physiol. Meas. 27 1227-40
    • (2006) Physiol. Meas. , vol.27 , pp. 1227-1240
    • In, M.H.1    Lee, S.Y.2    Park, T.S.3    Kim, T.-S.4    Cho, M.H.5    Ahn, Y.B.6
  • 16
    • 33344472354 scopus 로고    scopus 로고
    • Motion artifact reduction in photoplethysmography using independent component analysis
    • Kim B S and Yoo S K 2006 Motion artifact reduction in photoplethysmography using independent component analysis IEEE Trans. Biomed. Eng. 53 566-8
    • (2006) IEEE Trans. Biomed. Eng. , vol.53 , pp. 566-568
    • Kim, B.S.1    Yoo, S.K.2
  • 17
    • 0024834542 scopus 로고
    • Invariant temporal characteristics of manipulative hand movements
    • Kunesch E, Binkofski F and Freund H-J 1989 Invariant temporal characteristics of manipulative hand movements Exp. Brain Res. 78 539-46
    • (1989) Exp. Brain Res. , vol.78 , pp. 539-546
    • Kunesch, E.1    Binkofski, F.2    Freund, H.-J.3
  • 19
    • 39949085790 scopus 로고    scopus 로고
    • Can photoplethysmography variability serve as an alternative approach to obtain heart rate variability information?
    • Lu S, Zhao H, Ju K, Shin K, Lee M, Shelley K and Chon K H 2008 Can photoplethysmography variability serve as an alternative approach to obtain heart rate variability information? J. Clin. Monit. Comput. 22 23-9
    • (2008) J. Clin. Monit. Comput. , vol.22 , pp. 23-29
    • Lu, S.1    Zhao, H.2    Ju, K.3    Shin, K.4    Lee, M.5    Shelley, K.6    Chon, K.H.7
  • 20
    • 78650444278 scopus 로고    scopus 로고
    • Kalman filtering and RLS
    • Hoboken, NJ: Wiley, chapter 31
    • Sayed A H 2008 Kalman filtering and RLS Adaptive Filters (Hoboken, NJ: Wiley) pp 501-14 chapter 31
    • (2008) Adaptive Filters , pp. 501-514
    • Sayed, A.H.1
  • 21
    • 0028467001 scopus 로고
    • A state-\space approach to adaptive RLS filtering
    • Sayed A H and Kailath T 1994 A state-\space approach to adaptive RLS filtering IEEE Signal Process. Mag. 11 18-60
    • (1994) IEEE Signal Process. Mag. , vol.11 , pp. 18-60
    • Sayed, A.H.1    Kailath, T.2
  • 22
    • 78650488603 scopus 로고    scopus 로고
    • Kalman filter based adaptive reduction of motion artifact from photoplethysmographic signal
    • Seyedtabaii S and Seyedtabaii L 2008 Kalman filter based adaptive reduction of motion artifact from photoplethysmographic signal World Acad. Sci. Eng. Technol. 37 173-6
    • (2008) World Acad. Sci. Eng. Technol. , vol.37 , pp. 173-176
    • Seyedtabaii, S.1    Seyedtabaii, L.2
  • 23
    • 43449105997 scopus 로고    scopus 로고
    • Photoplethysmography: Beyond the calculation of arterial oxygen saturation and heart rate
    • Shelley K H 2007 Photoplethysmography: beyond the calculation of arterial oxygen saturation and heart rate Anesth. Analg. 105 S31-6
    • (2007) Anesth. Analg. , vol.105
    • Shelley, K.H.1
  • 25
    • 32144464405 scopus 로고    scopus 로고
    • Time-varying analysis of heart rate variability signals with a Kalman smoother algorithm
    • Tarvainen M P, Georgiadis S D, Ranta-aho P O and Karjalainen P A 2006 Time-varying analysis of heart rate variability signals with a Kalman smoother algorithm Physiol. Meas. 27 225-39
    • (2006) Physiol. Meas. , vol.27 , pp. 225-239
    • Tarvainen, M.P.1    Georgiadis, S.D.2    Ranta-aho, P.O.3    Karjalainen, P.A.4
  • 26
    • 1242276311 scopus 로고    scopus 로고
    • Estimation of nonstationary EEG with Kalman smoother approach: An application to event-related synchronization (ERS)
    • Tarvainen M P, Hiltunen J K, Ranta-aho P O and Karjalainen P A 2004 Estimation of nonstationary EEG with Kalman smoother approach: an application to event-related synchronization (ERS) IEEE Trans. Biomed. Eng. 51 516-24
    • (2004) IEEE Trans. Biomed. Eng. , vol.51 , pp. 516-524
    • Tarvainen, M.P.1    Hiltunen, J.K.2    Ranta-aho, P.O.3    Karjalainen, P.A.4
  • 27
    • 0035970487 scopus 로고    scopus 로고
    • Fixed-lag smoothing and state estimation in dynamic electrical impedence tomography
    • Vauhkonen P J, Vauhkonen M and Kaipio J P 2001 Fixed-lag smoothing and state estimation in dynamic electrical impedence tomography Int. J. Numer. Methods Eng. 50 2195-209
    • (2001) Int. J. Numer. Methods Eng. , vol.50 , pp. 2195-2209
    • Vauhkonen, P.J.1    Vauhkonen, M.2    Kaipio, J.P.3
  • 28
    • 33744926915 scopus 로고    scopus 로고
    • Hand motion gesture frequency properties and multimodal discourse analysis
    • Xiong Y and Quek F 2006 Hand motion gesture frequency properties and multimodal discourse analysis Int. J. Comput. Vis. 69 353-71
    • (2006) Int. J. Comput. Vis. , vol.69 , pp. 353-371
    • Xiong, Y.1    Quek, F.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.