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

页码：337 / 342

页数：6

共 35 条

[31] NUMERICALLY STABLE FAST TRANSVERSAL FILTERS FOR RECURSIVE LEAST-SQUARES ADAPTIVE FILTERING
SLOCK, DTM
KAILATH, T
[J]. IEEE TRANSACTIONS ON SIGNAL PROCESSING, 1991, 39 (01) : 92 - 114
[32] A COMPARISON OF THE 3 METHODS FOR EXTERNAL FETAL CARDIOGRAPHY
SOLUM, T
[J]. ACTA OBSTETRICIA ET GYNECOLOGICA SCANDINAVICA, 1980, 59 (02) : 123 - 126
[33] A novel technique for extraction of FECG using multi stage adaptive filtering
Swarnalatha R.
Prasad D.V.
[J]. Journal of Applied Sciences, 2010, 10 (04) : 319 - 324
[34] Passive fetal monitoring by adaptive wavelet denoising method
Vaisman, Sergey
Salem, Shimrit Yaniv
Holcberg, Gershon
Geva, Amir B.
[J]. COMPUTERS IN BIOLOGY AND MEDICINE, 2012, 42 (02) : 171 - 179
[35] Noninvasive fetal ECG estimation using adaptive comb filter
School of Electronic Information, Jiangsu University of Science and Technology, ZhenJiang, China
不详
不详
[J]. Comput. Methods Programs Biomed., 2013, 1 (125-134): : 125 - 134

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