Title :
Computationally efficient ECG compression scheme using a non-linear quantizer
Author :
Cassen, M. ; English, M.J.
Author_Institution :
Sch. of Eng., Sussex Univ., Brighton, UK
Abstract :
A data reduction technique is proposed for the compression of ECG signals. The technique is based on first differencing, but a non-linear quantizer is also used to quantize the first differenced signal. This allows the maintenance of good resolution in selected parts of the EGG, for which the non-linear quantizer has been developed while the entropy of the signal is reduced. The remaining signal is then entropy coded using variable code lengths. The simplicity of this scheme allows it to be implemented on a wide range of systems and requires only limited computational power
Keywords :
data reduction; electrocardiography; entropy codes; medical signal processing; quantisation (signal); computationally efficient ECG compression scheme; electrodiagnostics; first differencing; good resolution maintenance; limited computational power requirements; nonlinear quantizer; variable code lengths; Biomedical engineering; Costs; Data engineering; Electrocardiography; Entropy; Monitoring; Quantization; Sampling methods; Signal processing; Signal resolution;
Conference_Titel :
Computers in Cardiology 1997
Conference_Location :
Lund
Print_ISBN :
0-7803-4445-6
DOI :
10.1109/CIC.1997.647886