Nadi Yantra: a robust system design to capture the signals from the radial artery for assessment of the autonomic nervous system non-invasively

作者: A bhinav , Meghna Sareen , Mahendra Kumar , Jayashree Santhosh , Ashok Salhan

DOI: 10.4236/JBISE.2009.27068

关键词: Frequency domainPulse diagnosisArtificial intelligenceSignal processingVery low frequencyTime domainPattern recognitionWaveletSpectral densitySpectral centroidComputer science

摘要: Ayurvedic and other alternative medical practi-tioners throughout the world have been using pulse diagnosis to detect disease organ at distress by feeling palpations three close yet precise positions of radial artery. This paper presents a robust electro-mechanical system, ‘Nadi Yantra’ which uses piezoelectric based pressure sensors capture signals from Morphology waveforms obtained our system concurs with standard physiological arterial signals. Reproducibility stability has verified. Signal processing techniques were applied obtain features such as amplitude, power spectral density, bandpower centroid reflect variations in channels. Further, wavelet used process percussion peaks identified. The interval between was calculate Heart Rate Varibility (HRV), useful tool for assessing status autonomic nervous human body non-invasively. Time domain indices calculated direct measurement peak-peak (PP) intervals differences PP intervals. Frequency very low frequency (VLF) power, (LF) high (HF) LF/HF ratio also calculated. Thereafter, nonlinear Poincare analysis carried out. A map consecutive fitted an ellipse least squares method. Results 7 datasets are depicted this paper. novel recording instrument is deve loped objective assessment ancient sci-ence diagnosis. multi resolution show potential evaluation body.

参考文章(11)
Hsing-Lin Lee, S. Suzuki, Y. Adachi, M. Umeno, Fuzzy theory in traditional Chinese pulse diagnosis international joint conference on neural network. ,vol. 1, pp. 774- 777 ,(1993) , 10.1109/IJCNN.1993.714028
Kwang-Sup Soh, Myeong-Hwa Lee, Young-Zoon Yoon, Pulse type classification by varying contact pressure IEEE Engineering in Medicine and Biology Magazine. ,vol. 19, pp. 106- 110 ,(2000) , 10.1109/51.887253
Christopher Torrence, Gilbert P. Compo, A Practical Guide to Wavelet Analysis. Bulletin of the American Meteorological Society. ,vol. 79, pp. 61- 78 ,(1998) , 10.1175/1520-0477(1998)079<0061:APGTWA>2.0.CO;2
Holger G. Adelmann, Design of a PC-based system for time-domain and spectral analysis of heart rate variability Computers and Biomedical Research. ,vol. 32, pp. 77- 92 ,(1999) , 10.1006/CBMR.1998.1502
Michael Brennan, Marimuthu Palaniswami, Peter Kamen, Poincaré plot interpretation using a physiological model of HRV based on a network of oscillators. American Journal of Physiology-heart and Circulatory Physiology. ,vol. 283, ,(2002) , 10.1152/AJPHEART.00405.2000
A. Graps, An introduction to wavelets computational science and engineering. ,vol. 2, pp. 50- 61 ,(1995) , 10.1109/99.388960
A John Camm, Marek Malik, J Thomas Bigger, Günter Breithardt, Sergio Cerutti, Richard J Cohen, Philippe Coumel, Ernest L Fallen, Harold L Kennedy, RE Kleiger, Federico Lombardi, Alberto Malliani, Arthur J Moss, Jeffrey N Rottman, Georg Schmidt, Peter J Schwartz, D Singer, Heart rate variability. Standards of measurement, physiological interpretation, and clinical use European Heart Journal. ,vol. 17, pp. 354- 381 ,(1996) , 10.1093/OXFORDJOURNALS.EURHEARTJ.A014868
Huiyan Wang, Yiyu Cheng, A quantitative system for pulse diagnosis in Traditional Chinese Medicine international conference of the ieee engineering in medicine and biology society. ,vol. 2005, pp. 5676- 5679 ,(2005) , 10.1109/IEMBS.2005.1615774
Aniruddha Joshi, Anand Kulkarni, Sharat Chandran, V. K. Jayaraman, B. D. Kulkarni, Nadi Tarangini: A Pulse Based Diagnostic System international conference of the ieee engineering in medicine and biology society. ,vol. 2007, pp. 2207- 2210 ,(2007) , 10.1109/IEMBS.2007.4352762