DocumentCode :
680493
Title :
An efficient compression system for ECG signal using QRS periods and CAB technique based on 2D DWT and Huffman coding
Author :
Ranjeet, K. ; Kumar, Ajit ; Pandey, Rajan K.
Author_Institution :
Electron. & Comm. Eng., PDPM Indian Inst. of Inf. Technol., Design & Manuf., Jabalpur, India
fYear :
2013
fDate :
16-18 Dec. 2013
Firstpage :
1
Lastpage :
6
Abstract :
In this paper, a ECG compression system is presented based on two-dimensional discrete wavelet transform (2D DWT) and Huffman coding technique. In this method, two different approaches are utilized to construct a 2D array of 1D ECG signal using cut and align (CAB) technique, therefore ECG 2D array is decomposed with 2D DWT which results more number of insignificant coefficients. They are considered as zero amplitude value which accelerate compression rate and Huffman coding maintains the signal quality due to its lossless nature of compression. The average compression performance of algorithm is 65% with 0.999 correlation score.
Keywords :
discrete wavelet transforms; electrocardiography; medical signal processing; 1D ECG signal; 2D DWT; CAB technique; ECG 2D array; ECG compression system; Huffman coding; QRS periods; cut and align technique; efficient compression system; two-dimensional discrete wavelet transform; Arrays; Discrete wavelet transforms; Electrocardiography; Image coding; Multiresolution analysis; 2D DWT; ECG Compression; Huffman; QRS segment; cut and Alinge (CAB);
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Control, Automation, Robotics and Embedded Systems (CARE), 2013 International Conference on
Conference_Location :
Jabalpur
Type :
conf
DOI :
10.1109/CARE.2013.6733763
Filename :
6733763
Link To Document :
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