Title :
A Novel ECG Data Compression Based On Reversible Round-Off 1-D NRDPWT
Author :
Cheng-Tung Ku ; Hung, King-Chu ; Wang, Huan-Sheng ; Hung, Yao-Shan
Author_Institution :
Dept. of Comput. & Commun., Nat. Kaohsiung First Univ. of Sci. & Technol.
Abstract :
In this paper, a novel ECG data compression method based on the reversible round-off non-recursive 1-D discrete periodized wavelet transform (1-D NRDPWT) is proposed. The reversible round-off 1-D NRDPWT can perform overall stages decomposition with minimum register word length and resist quantization error propagation. A non-linear word length reduction algorithm is developed to have high compression ratio (CR). This algorithm supplies high and low octaves coefficients with small and large decimal quantization scales, respectively. Using the MIT-BIH arrhythmia database, the experimental results show that this novel approach obtains much better compression performance than the SPIHT scheme, especially in high CR situation
Keywords :
data compression; electrocardiography; encoding; medical signal processing; quantisation (signal); wavelet transforms; 1D discrete periodized wavelet transform; ECG data compression method; arrhythmia database; nonlinear word length reduction algorithm; quantization error propagation; reversible round-off nonrecursive method; Chromium; Data compression; Discrete wavelet transforms; Electrocardiography; Filters; Quantization; Resists; Signal processing; Signal processing algorithms; Wavelet coefficients;
Conference_Titel :
Intelligent Signal Processing and Communications, 2006. ISPACS '06. International Symposium on
Conference_Location :
Yonago
Print_ISBN :
0-7803-9732-0
Electronic_ISBN :
0-7803-9733-9
DOI :
10.1109/ISPACS.2006.364729