TIME-VARYING DIGITAL FILTERING OF ECG BASE-LINE WANDER

被引:62
作者
SORNMO, L [1 ]
机构
[1] LUND UNIV,DEPT SIGNAL PROC,S-22185 LUND,SWEDEN
关键词
BASE-LINE WANDER; CUTOFF FREQUENCY; ECG; EXERCISE; FILTERING; NOISE; STRESS TEST; TIME-VARYING;
D O I
10.1007/BF02441986
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Time-varying filtering techniques are applied to the problem of baseline correction by letting the cut-off frequency of a linear filter be controlled by the low-frequency properties of the ECG signal. The time-varying filter is implemented as a bank of linear low-pass filters, in which each filter has a slightly differing cut-off frequency. Sampling rate decimation and interpolation are employed because the design of a filter for baseline reduction can be treated as a narrowband filtering problem. All filters have a linear phase response to reduce, for example, ST-segment distortion. The performance of the technique presented is studied on ECG signals with different types of simulated baseline wander. The results are compared with the performance of time-invariant linear filtering and cubic spline interpolation. The results show that an improvement in performance can be achieved when using time-varying filtering, especially at low heart rates or during episodes with excessive base-line wander.
引用
收藏
页码:503 / 508
页数:6
相关论文
共 21 条
[1]   DIGITAL FILTERING AND REGRESSION ALGORITHMS FOR AN ACCURATE DETECTION OF THE BASELINE IN ECG SIGNALS [J].
BARTOLI, F ;
CERUTTI, S ;
GATTI, E .
MEDICAL INFORMATICS, 1983, 8 (02) :71-82
[2]  
DESA JPM, 1982, J CLIN ENG, V7, P235
[3]  
FRONG J, 1987, P COMPUT CARDIOL, P537
[4]  
FRONING JN, 1988, J ELECTROCARDIOL, V21, P149
[5]   A SIMPLE APPROACH TO THE DESIGN OF LINEAR-PHASE FIR DIGITAL-FILTERS WITH VARIABLE CHARACTERISTICS [J].
JARSKE, P ;
NEUVO, Y ;
MITRA, SK .
SIGNAL PROCESSING, 1988, 14 (04) :313-326
[6]   FILTERING WITHOUT PHASE-SHIFT [J].
LONGINI, RL ;
GIOLMA, JP ;
WALL, C ;
QUICK, RF .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1975, 22 (05) :432-433
[7]  
MacFarlane P. W., 1977, TRENDS COMPUTER PROC, P143
[8]  
MAKIVIRTA A, 1986, P COMPUTERS CARDIOLO, P699
[9]  
MAKIVIRTA A, 1985, 14TH P INT C MED BIO, P629
[10]   COMPUTER-PROGRAM FOR DESIGNING OPTIMUM FIR LINEAR PHASE DIGITAL FILTERS [J].
MCCLELLAN, JH ;
PARKS, TW ;
RABINER, LR .
IEEE TRANSACTIONS ON AUDIO AND ELECTROACOUSTICS, 1973, AU21 (06) :506-526