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portada PCG Signal Denoising and Selection Optimal Level and Order
Type
Physical Book
Author
Publisher
Language
English
Pages
68
Format
Paperback
Dimensions
22.9 x 15.2 x 0.4 cm
Weight
0.11 kg.
ISBN13
9783330003927
Categories

PCG Signal Denoising and Selection Optimal Level and Order

Mohamed Rouis (Author) · Nasser Edinne Benhassine (Author) · LAP Lambert Academic Publishing · Paperback

PCG Signal Denoising and Selection Optimal Level and Order - Rouis, Mohamed ; Benhassine, Nasser Edinne

New Book Imported to South Africa
Delivery: 27 Aug - 07 Sep Shipping: 14 to 15 business days.
R 801
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Synopsis "PCG Signal Denoising and Selection Optimal Level and Order"

The recorded phonocardiogram PCG signal is often contaminated by different types of noises that can be seen in the frequency band of PCG signal, which may change the characteristics of this signal. Wavelet transform has become an essential tool for many applications but its effectiveness is influenced by main parameters. Determination of mother wavelet function and decomposition level (DL) is important key factors to demonstrate the advantages of wavelet denoising . So, selection of optimal mother wavelet with DL is a main challenge to current algorithms . This work proposes a new approach for finding an optimal DL and optimal mother wavelet for PCG signals denoising according to four criteria which are: signal-to-noise ratio (SNR), mean square error (MSE), percentage root-mean-square difference (PRD) and the structure similarity index measure (SSIM) . Our approach is designed to tackle the problems of noise and variability caused by PCG acquisition in a real clinical environment for different categories of patients.

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