Title :
Successive partition zero coder for embedded lossless wavelet-based EGC signal coding [EGC read ECG]
Author :
Kumari, R. Shantha Selva ; Sadasivam, V.
Author_Institution :
Mepco Schlenk Eng. Coll., Sivakasi, India
Abstract :
Wavelets have emerged as powerful tools for signal coding. Wavelet transform is used to represent the signal to some other time-frequency representation better suited for detecting and removing redundancies. Successive partition zero coder (SPZC) for embedded loss less wavelet based ECG signal coding which use both horizontal and vertical bit scanning is proposed. Experimental results show that SPZC outperforms than other coders such as EZW, SPIHT, LZC, etc. in terms of coding efficiency by successive partition the wavelet coefficients in the space frequency domain. Proposed algorithm is significantly more efficient in compression and in computation than other coders exists in the literature.
Keywords :
data compression; electrocardiography; medical signal processing; signal representation; wavelet transforms; MIT-BIH arrhythmia database; SPZC; coding efficiency; horizontal bit scanning; lossless signal coding; signal representation; space frequency domain; successive partition zero coder; time-frequency representation; vertical bit scanning; wavelet coefficients; wavelet transform; wavelet-based ECG signal coding; Data compression; Databases; Educational institutions; Electrocardiography; Frequency domain analysis; Image coding; Partitioning algorithms; Quantization; Signal analysis; Wavelet transforms;
Conference_Titel :
Electromagnetic Interference and Compatibility, 2003. INCEMIC 2003. 8th International Conference on
Print_ISBN :
81-900652-1-1
DOI :
10.1109/ICEMIC.2003.1287831