Approximate Pruned and Truncated Haar Discrete Wavelet Transform VLSI Hardware for Energy-Efficient ECG Signal Processing

2021 ◽  
pp. 1-13
Author(s):  
Henrique Bestani Seidel ◽  
Morgana Macedo Azevedo da Rosa ◽  
Guilherme Paim ◽  
Eduardo Antonio Cesar da Costa ◽  
Sergio J. M. Almeida ◽  
...  
Keyword(s):  
Signal Processing ◽  
Wavelet Transform ◽  
Discrete Wavelet Transform ◽  
Energy Efficient ◽  
Discrete Wavelet ◽  
Ecg Signal ◽  
Ecg Signal Processing

Classification and Compression of ECG Signal for Holter Device

2018 ◽  
pp. 46-63 ◽  
Author(s):  
Chandan Kumar Jha ◽  
Maheshkumar H. Kolekar
Keyword(s):  
Signal Processing ◽  
Wavelet Transform ◽  
Discrete Wavelet Transform ◽  
Holter Monitoring ◽  
Heart Beat ◽  
Compression Algorithm ◽  
Support Vector ◽  
Discrete Wavelet ◽  
Ecg Signal ◽  
Diagnostic Quality

ECG signal processing for holter monitoring of heart patients is still exploratory. Many signal processing techniques have been evolved for classification and compression of ECG signal. Despite an increase in research in this area, many challenges remain in designing an efficient classification and compression algorithm for ECG signal. These challenges include classification accuracy, good compression ratio with acceptable diagnostic quality etc. This chapter addresses a classification and a compression algorithm based on discrete wavelet transform. Classification algorithm uses discrete wavelet transform based feature to classify abnormal heart beat from ECG signal. Support vector machine is used as a classifier to detect abnormal heartbeat. The compression algorithm utilizes discrete wavelet transform and run-length encoding as a compression tool. Proposed classification and compression algorithms can be employed in monitoring of cardiac patients using holter device.

False ventricular tachycardia alarm suppression in the ICU based on the discrete wavelet transform in the ECG signal

2014 ◽  
Vol 47 (6) ◽  
pp. 775-780 ◽  
Author(s):  
Rebeca Salas-Boni ◽  
Yong Bai ◽  
Patricia Rae Eileen Harris ◽  
Barbara J. Drew ◽  
Xiao Hu
Keyword(s):  
Ventricular Tachycardia ◽  
Wavelet Transform ◽  
Discrete Wavelet Transform ◽  
Discrete Wavelet ◽  
Ecg Signal
Sign in / Sign up

Export Citation Format

Share Document