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
  • [21] Why is it sensible to use wavelets in matched filtering?
    Schwarzer, H
    Teiwes, S
    Wyrowski, F
    SECOND INTERNATIONAL CONFERENCE ON OPTICAL INFORMATION PROCESSING, 1996, 2969 : 604 - 609
  • [22] A new method for QRS detection in ECG signals using QRS-preserving filtering techniques
    Sharma, Tanushree
    Sharma, Kamalesh K.
    BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK, 2018, 63 (02): : 207 - 217
  • [23] The energy-efficient implementation of an adaptive-filtering-based QRS complex detection method for wearable devices
    Shudong Tian
    Jun Han
    Jianwei Yang
    Xiaoyang Zeng
    Journal of Semiconductors, 2017, (10) : 19 - 25
  • [24] The energy-efficient implementation of an adaptive-filtering-based QRS complex detection method for wearable devices
    Shudong Tian
    Jun Han
    Jianwei Yang
    Xiaoyang Zeng
    Journal of Semiconductors, 2017, 38 (10) : 19 - 25
  • [25] FPGA IMPLEMENTATION SYSTEM FOR QRS COMPLEX DETECTION
    Meddah, Karim
    Talha, Malika Kedir
    Hadjer, Zairi
    Nouah, Mohammed
    Hadji, Said
    Ait, Mohammed A.
    Bessekri, Besma
    Hachemi, Cherrih
    BIOMEDICAL ENGINEERING-APPLICATIONS BASIS COMMUNICATIONS, 2020, 32 (01):
  • [26] DIGITAL-FILTER FOR THE QRS COMPLEX DETECTION
    OKADA, M
    IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1979, 26 (12) : 700 - 703
  • [27] ECG QRS Complex Detection with Programmable Hardware
    Ieong, Chio In
    Vai, Mang I.
    Mak, Peng Un
    2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8, 2008, : 2920 - 2923
  • [28] EEG TRANSIENT DETECTION BY MATCHED INVERSE DIGITAL FILTERING
    BARLOW, JS
    ELECTROENCEPHALOGRAPHY AND CLINICAL NEUROPHYSIOLOGY, 1980, 48 (02): : 246 - 248
  • [29] PASSIVE SONAR DETECTION AND LOCALIZATION BY MATCHED VELOCITY FILTERING
    CHAN, YT
    NIEZGODA, GH
    MORTON, SP
    IEEE JOURNAL OF OCEANIC ENGINEERING, 1995, 20 (03) : 179 - 189
  • [30] Electrocardiogram QRS detection using multiscale filtering based on mathematical morphology
    Zhang, Fei
    Lian, Yong
    2007 ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-16, 2007, : 3196 - 3199