Detection of QRS Complex with the Use of Matched Filtering

被引:3
|
作者
Smigiel, Sandra [1 ]
Marciniak, Tomasz [1 ]
机构
[1] Univ Sci & Technol, Fac Telecommun Comp Sci & Elect Engn, Al Prof S Kaliskiego 7, PL-85789 Bydgoszcz, Poland
来源
关键词
ECG signal; QRS complex; Matched filtering; R-PEAK DETECTION;
D O I
10.1007/978-3-319-47154-9_36
中图分类号
Q6 [生物物理学];
学科分类号
071011 ;
摘要
In recent years the ECG signal feature parameters play an important role in diagnosing, forecasting and analyzing heart diseases. In this paper, we present a new approach for using matched filtering method for the purpose of QRS complex detection. The method is based on the following steps: pre-processing, matched filtering and algorithm for QRS complex detection. To evaluate the proposed technique, the well known Physiobank Database: the PTB Diagnostic ECG database has been used. The proposed algorithm allows to achieve high detection of R-peak in ECG signal, as it will be shown in the last section. The application of the new method is a simple and efficient way to improve the accuracy of removal artefacts in ECG signal and QRS complex detection.
引用
收藏
页码:310 / 322
页数:13
相关论文
共 50 条
  • [31] Enhancement of the Modified P-Spectrum for Use in Real-time QRS Complex Detection
    Liscombe, Michael
    Asif, Amir
    IEEE TIC-STH 09: 2009 IEEE TORONTO INTERNATIONAL CONFERENCE: SCIENCE AND TECHNOLOGY FOR HUMANITY, 2009, : 274 - 278
  • [32] ADDITION OF COMPLEX OPTICAL SIGNALS BY MATCHED SPATIAL-FILTERING
    KALESTYNSKI, A
    OPTICS COMMUNICATIONS, 1978, 24 (01) : 57 - 62
  • [33] Complex Matched Filter for Line Detection
    Pudzs, Mihails
    Fuksis, Rihards
    Mucenieks, Agris
    Greitans, Modris
    ISPA 2015 9TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS, 2015, : 93 - 97
  • [34] Simple and Robust Realtime QRS Detection Algorithm Based on Spatiotemporal Characteristic of the QRS Complex
    Kim, Jinkwon
    Shin, Hangsik
    PLOS ONE, 2016, 11 (03):
  • [35] QRS COMPLEX DETECTION USING OPTIMAL DISCRETE WAVELET
    Kumari, R. Shantha Selva
    Bharathi, S.
    Sadasivam, V.
    INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE AND APPLICATIONS, 2009, 8 (02) : 97 - 109
  • [36] Evaluation of the QRS complex wavelet based detection algorithm
    Josko, Adam
    PRZEGLAD ELEKTROTECHNICZNY, 2011, 87 (05): : 66 - 70
  • [37] QRS Complex Detection and Arrhythmia Classification using SVM
    Barhatte, Alka S.
    Ghongade, Rajesh
    Thakare, Abhishek S.
    2015 COMMUNICATION, CONTROL AND INTELLIGENT SYSTEMS (CCIS), 2015, : 239 - 243
  • [38] Higher Frequencies in QRS Complex for the Detection of Myocardial Ischemia
    Leinveber, Pavel
    Halamek, Josef
    Jurak, Pavel
    Plesinger, Filip
    Lipoldova, Jolana
    Jurco, Juraj
    Novak, Miroslav
    2016 COMPUTING IN CARDIOLOGY CONFERENCE (CINC), VOL 43, 2016, 43 : 297 - 300
  • [39] Detection of irregularity index series for QRS complex of ECG
    Zhang, XS
    Zhu, YS
    ICSP '96 - 1996 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1996, : 363 - 366
  • [40] Fetal QRS complex detection algorithm for FPGA implementation
    Ibrahimy, M. I.
    Reaz, M. B. I.
    Mohd-Yasin, F.
    Khoon, T. H.
    Ismail, A. F.
    INTERNATIONAL CONFERENCE ON COMPUTATIONAL INTELLIGENCE FOR MODELLING, CONTROL & AUTOMATION JOINTLY WITH INTERNATIONAL CONFERENCE ON INTELLIGENT AGENTS, WEB TECHNOLOGIES & INTERNET COMMERCE, VOL 1, PROCEEDINGS, 2006, : 846 - +