DocumentCode :
3238756
Title :
On compressing method of EEG data for their digital database
Author :
Ohtaki, Y. ; Toraichi, K. ; Ishiyama, Y.
Author_Institution :
Tsukuba Univ., Japan
Volume :
4
fYear :
1992
fDate :
23-26 Mar 1992
Firstpage :
581
Abstract :
The authors propose a compression method for storing the electroencephalogram (EEG) waveforms into digital storage under the condition of keeping the quality sufficient for diagnosis. The method is designed on the basis of features of the EEG waveforms. The data volume is reduced by storing the coefficients of the functions approximating the EEG waveforms. The waveforms are divided into segments, in each of which the difference velocity is similar, and are decomposed into two wave components for efficient compression. The effectiveness of the method has been evaluated by applying it to several EEG waveforms. The quality of the reconstructed waveforms is bandwidth of 0.5~120 Hz, dynamic range of 60 dB, and maximum error of 2 μVp-p . The compression ratio is 0.648 on the average
Keywords :
data compression; electroencephalography; medical signal processing; 0.5 to 120 Hz; EEG waveforms; compression method; difference velocity; digital database; electroencephalogram; reconstructed waveforms; Bandwidth; Data compression; Design methodology; Dynamic range; Electroencephalography; Hospitals; Reconstruction algorithms; Sampling methods; Spatial databases; Time measurement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Acoustics, Speech, and Signal Processing, 1992. ICASSP-92., 1992 IEEE International Conference on
Conference_Location :
San Francisco, CA
ISSN :
1520-6149
Print_ISBN :
0-7803-0532-9
Type :
conf
DOI :
10.1109/ICASSP.1992.226381
Filename :
226381
Link To Document :
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