Adaptive QRS Detection Based on Maximum A Posteriori Estimation
作者： Per Ola Borjesson , Olle Pahlm , Leif Sornmo , Mats-Erik Nygards
关键词:
摘要: A mathematical model for the occurrence of nonoverlapping pulse-shaped waveforms corrupted with colored Gaussian noise is considered purpose QRS detection. The number waveforms, arrival times, amplitudes, and widths are regarded as random variables. joint MAP estimation all unknown quantities consists linear filtering followed by an optimization procedure. class filters introduced which easy to implement. mismatching obtained using this detection complexes investigated. procedure time-consuming modified so that a threshold test obtained. formulation leads "eye-closing" covering segment before well after accepted event. Adaptivity detector gained utilizing past future signal properties in determining thresholds acceptance.
sci-hub.se 参考文章(20)
H. R. Hristov, G. B. Astardjian, C. H. Nachev, An algorhythm for the recognition of heart rate disturbances. Medical & Biological Engineering & Computing. ,vol. 9, pp. 221- 228 ,(1971) , 10.1007/BF02474817
L.J. Haywood, R.E. Kalaba, V.K. Murthy, J.M. Richardson, A decision-theoretical approach to the detection of ECG abnormalities: I. Ventricular extrasystoles Mathematical Biosciences. ,vol. 6, pp. 357- 366 ,(1970) , 10.1016/0025-5564(70)90074-X
J. Stuller, Generalized likelihood signal resolution IEEE Transactions on Information Theory. ,vol. 21, pp. 276- 282 ,(1975) , 10.1109/TIT.1975.1055371
Guus A. Rol, Eelco D. Gerlings, Donald L. Bowers, Detection of abnormal ventricular activation in a coronary care unit Computers and Biomedical Research. ,vol. 5, pp. 14- 24 ,(1972) , 10.1016/0010-4809(72)90003-1
Masahiko Okada, A Digital Filter for the QRS Complex Detection IEEE Transactions on Biomedical Engineering. ,vol. BME-26, pp. 700- 703 ,(1979) , 10.1109/TBME.1979.326461
J. Fraden, M. R. Neuman, QRS wave detection. Medical & Biological Engineering & Computing. ,vol. 18, pp. 125- 132 ,(1980) , 10.1007/BF02443287
Olle Pahlm, Bjorn Jonson, Miroslav Lukes, Ivar Ringqvist, Marie-Louise Engström, Marie-Louise Foborg, Conventional versus computer-aided interpretation of long-term ECG recordings--aspects of precision and economy. Clinical Physiology. ,vol. 1, pp. 427- 435 ,(1981) , 10.1111/J.1475-097X.1981.TB00910.X
Mats-Erik Nygårds, Johan Hulting, An automated system for ECG monitoring. Computers and Biomedical Research. ,vol. 12, pp. 181- 202 ,(1979) , 10.1016/0010-4809(79)90015-6
J.M. Richardson, L.J. Haywood, V.K. Murthy, R.E. Kalaba, A decision-theoretical approach to the detection of ECG abnormalities: II. Approximate treatment of the detection of ventricular extrasystoles Bellman Prize in Mathematical Biosciences. ,vol. 12, pp. 97- 103 ,(1971) , 10.1016/0025-5564(71)90076-9
Will Gersch, David M. Eddy, Eugene Dong, Cardiac arrhythmia classification: A heart-beat interval-Markov chain approach Computers and Biomedical Research. ,vol. 3, pp. 385- 392 ,(1970) , 10.1016/0010-4809(70)90043-1