COMPACT DIGITAL STORAGE OF ECGS

被引:9
作者
PAHLM, O [1 ]
BORJESSON, PO [1 ]
WERNER, O [1 ]
机构
[1] UNIV LUND,DEPT TELECOMMUN THEORY,S-22101 LUND,SWEDEN
来源
COMPUTER PROGRAMS IN BIOMEDICINE | 1979年 / 9卷 / 03期
关键词
D O I
10.1016/0010-468X(79)90041-2
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
The technique of predictive coding is applied to the problem of reversible compression of digitized electrocardiograms. Integer-based predictors and MMSE predictors are studied as regards performance at varying sampling rates and digital resolutions for both long-term ECGs and ECGs recorded at rest. It is concluded that MMSE predictors are to be preferred only in the case when the ECG is oversampled (i.e., the sampling rate is much higher than twice the cut-off frequency of the presampling filter). In other cases the integer predictor which yields the so-called 2nd differences is superior. The problem of encoding the resulting residuals with a variable-length code is studied for long-term ECGs digitized at 100 Hz and using 8 bits digital resolution. The code has a simple structure leading to speed of execution while the efficiency loss is small. © 1979.
引用
收藏
页码:293 / 300
页数:8
相关论文
共 7 条
[1]  
BORJESSON PO, 1977, TR87 U LUND TEL THEO
[2]  
COX JR, 1973, 6TH P HAW INT C SYST
[3]  
ELIAS P, 1955, IRE T INF THEO, V1
[4]  
GALLAGER RG, 1968, INFORMATION THEORY R
[5]  
HUFFMAN D, 1962, P IRE, P40
[6]  
Papoulis A., 2002, PROBABILITY RANDOM V
[7]  
RUTTIMAN U, 1976, ECG DATA COMPRESSION