Fetal ECG Extraction from Abdominal ECG Using RLS based Adaptive Algorithms

被引：0
作者：
Kahankova, Radana [1 ]
Martinek, Radek [1 ]
Bilik, Petr [1 ]
机构：
[1] VSB Tech Univ Ostrava, Fac Elect Engn & Comp Sci, 17 Listopadu 15-2172, Ostrava, Czech Republic
来源：
2017 18TH INTERNATIONAL CARPATHIAN CONTROL CONFERENCE (ICCC) | 2017年
关键词：
Adaptive Filtering; Fetal Electrocardiogram; fECG extraction; Recursive Least Squares; filter length; ELECTROCARDIOGRAM EXTRACTION; TRANSVERSAL FILTERS; SIGNAL;
D O I：
暂无
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
The fetal electrocardiogram (fECG) extraction from the composite ECG signal recorded non-invasively is discussed. The main point of this paper is to introduce some of the most used Recursive least squares (RLS) based FIR Adaptive Filters, and to determine which of them is the most effective under varying circumstances. Experimental results suggest the optimal settings for the adaptive system useful for future research in this area.
引用
收藏
页码：337 / 342
页数：6
相关论文
共 35 条
  • [1] Noninvasive Fetal Electrocardiography: An Overview of the Signal Electrophysiological Meaning, Recording Procedures, and Processing Techniques
    Agostinelli, Angela
    Grillo, Marla
    Biagini, Alessandra
    Giuliani, Corrado
    Burattini, Luca
    Fioretti, Sandro
    Di Nardo, Francesco
    Giannubilo, Stefano R.
    Ciavattini, Andrea
    Burattini, Laura
    [J]. ANNALS OF NONINVASIVE ELECTROCARDIOLOGY, 2015, 20 (04) : 303 - 313
  • [2] Akay M., 2012, Biomedical signal processing
  • [3] [Anonymous], 1994, ADAPTIVE NOISE CANCE
  • [4] [Anonymous], 2008, SIGNAL PROCESSING IN
  • [5] [Anonymous], ADV SIGNAL PROCESSIN
  • [6] Extraction of fetal electrocardiogram using adaptive neuro-fuzzy inference systems
    Assaleh, Khaled
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 2007, 54 (01) : 59 - 68
  • [7] Behar J., 2016, ARXIV160601093
  • [8] Bergveld P., 1981, SYSTEMS MAN CYBERN A, V4, P348
  • [9] Principal component analysis in ECG signal processing
    Castells, Francisco
    Laguna, Pablo
    Soernmo, Leif
    Bollmann, Andreas
    Roig, José Millet
    [J]. EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING, 2007, 2007 (1)
  • [10] FAST, RECURSIVE-LEAST-SQUARES TRANSVERSAL FILTERS FOR ADAPTIVE FILTERING
    CIOFFI, JM
    KAILATH, T
    [J]. IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1984, 32 (02): : 304 - 337
1234