Title :
An efficient method of ECG signal compression by using a DCT-IV spectrum
Author :
Shin-Chi Lai ; Chien-Sheng Lan ; Sheau-Fang Lei
Author_Institution :
Dept. of Electr. Eng. Dept., Nat. Cheng Kung Univ., Tainan, Taiwan
Abstract :
In this paper, we propose an efficient electrocardiogram (ECG) compression algorithm with the advantages of high-accuracy and high-compressing-ratio. The ECG signal sources are employed by the MIT-BIH arrhythmia database with a sampling rate of 360 Hz, and then we transform these ECG signals from time domain into frequency domain by using 64-point the type IV of Discrete Cosine Transform (DCT-IV), which is difference to the traditional DCT-II method. In addition, a differential value coding and a Huffman coding are both employed in the proposed algorithm. Compared with Lee et al.´s algorithm, the simulation results clearly show that the proposed method has a greater performance in terms of Compressing Ratio (CR), Percent Root-mean-square Difference (PRD), Signal to Noise Ratio (SNR), and Quality Score (QS). Especially, the QS value of the proposed algorithm has an outstanding improvement by increasing 23.8%.
Keywords :
Huffman codes; data compression; discrete cosine transforms; electrocardiography; frequency-domain analysis; medical signal processing; signal sampling; time-domain analysis; DCT-II method; DCT-IV spectrum; ECG signal compression; ECG signal sources; Huffman coding; MIT-BIH arrhythmia database; compressing ratio; differential value coding; discrete cosine transform; electrocardiogram compression algorithm; frequency 360 Hz; frequency domain; percent root-mean-square difference; quality score; signal sampling rate; signal to noise ratio; time domain; Compression algorithms; Databases; Discrete cosine transforms; Electrocardiography; Quantization (signal); Signal to noise ratio;
Conference_Titel :
Communications, Circuits and Systems (ICCCAS), 2013 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4799-3050-0
DOI :
10.1109/ICCCAS.2013.6765183