Uterine Electromyography signals denoising using discrete wavelet transform

被引：0

作者：

Limem, Manel ^{[1
]}

Hamdi, Mohamed Ali ^{[1
]}

机构：

[1] Natl Inst Appl Sci & Technol, Dept Phys & Intrumentat, Tunis, Tunisia

来源：

2015 INTERNATIONAL CONFERENCE ON ADVANCES IN BIOMEDICAL ENGINEERING (ICABME) | 2015年

关键词：

uterine EMG; wavelet function; denoising; SNR; SURFACE ELECTROMYOGRAPHY; NOISE;

D O I：

暂无

中图分类号：

R318 [生物医学工程];

学科分类号：

0831 ;

摘要：

This paper introduces the application of the discrete wavelet transform in noise reduction of real uterine Electromyography (EMG) signals. With the appropriate choice of the wavelet function and the selection of the suitable decomposition level, it's possible to remove interference noise effectively. Signal to Noise Ratio (SNR) values are calculated to evaluate the global performance of noise reduction. Results show that wavelet function db4 at three level of decomposition performs denoising best out of the other wavelets. Furthermore, a comparative analysis using the band-pass Butterworth filter demonstrates the superior denoising performance of the proposed algorithm.

引用

页码：101 / 103

页数：3

共 50 条

[31] Comparison of a Discrete Wavelet Transform Method and a Modified Undecimated Discrete Wavelet Transform Method for Denoising of Mammograms
Matsuyama, Eri
Tsai, Du-Yih
Lee, Yongbum
Takahashi, Noriyuki
2013 35TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2013, : 3407 - 3410
[32] Comparisons of discrete wavelet transform, wavelet packet transform and stationary wavelet transform in denoising PD measurement data
Zhou, X.
Zhou, C.
Stewart, B. G.
CONFERENCE RECORD OF THE 2006 IEEE INTERNATIONAL SYMPOSIUM ON ELECTRICAL INSULATION, 2006, : 237 - +
[33] Screening of Discrete Wavelet Transform Parameters for the Denoising of Rolling Bearing Signals in Presence of Localised Defects
Brusa, Eugenio
Delprete, Cristiana
Gargiuli, Simone
Giorio, Lorenzo
SENSORS, 2023, 23 (01)
[34] Comparative study between linear filter and discrete wavelet transform for denoising heart sounds signals
Mokeddem, F.
Debbal, S. M.
PROCEEDINGS 2018 3RD INTERNATIONAL CONFERENCE ON ELECTRICAL SCIENCES AND TECHNOLOGIES IN MAGHREB (CISTEM), 2018, : 828 - 832
[35] Spatial image denoising in Discrete Wavelet Transform domain
Wu, SJ
Latifi, S
PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON IMAGING SCIENCE, SYSTEMS AND TECHNOLOGY, VOLS I AND II, 2001, : 551 - 557
[36] Image denoising based on undecimated discrete wavelet transform
Li, Yu-Feng
2007 INTERNATIONAL CONFERENCE ON WAVELET ANALYSIS AND PATTERN RECOGNITION, VOLS 1-4, PROCEEDINGS, 2007, : 527 - 531
[37] DENOISING OF WEAK RADAR SIGNALS USING WAVELET PACKET TRANSFORM AND GENETIC ALGORITHM
Ustundag, Mehmet
Avci, Engin
Gokbulut, Muammer
Ata, Fikret
JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY, 2014, 29 (02): : 375 - 383
[38] Denoising of fast and weak transient signals using selected orthogonal wavelet transform
Peng, YH
Shark, LK
2004 7TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING PROCEEDINGS, VOLS 1-3, 2004, : 260 - 263
[39] Denoising of weak radar signals using wavelet packet transform and genetic algorithm
Dalgacik paket dönüsümü ve genetik algoritma kullanarak zayif radar sinyallerinin gürültüden arindirilmasi
1600, Gazi Universitesi (29):
[40] Denoising of GPR B-scan Images using Discrete Wavelet Transform
Yu, Tzuyang
Raisi, Koosha
Bitchu, Ritham
NONDESTRUCTIVE CHARACTERIZATION AND MONITORING OF ADVANCED MATERIALS, AEROSPACE, CIVIL INFRASTRUCTURE, AND TRANSPORTATION XVII, 2023, 12487

← 1 2 3 4 5 →