DocumentCode
429053
Title
Code excited linear prediction codec for electrocardiogram
Author
Banik, Shubhadeep ; Martis, Roshan J. ; Nayak, Dayananda
Author_Institution
Electron. & Commun. Eng., MIT, Manipal, India
Volume
1
fYear
2004
fDate
1-5 Sept. 2004
Firstpage
160
Lastpage
163
Abstract
In This work we propose a CELP ECG codec for medical telemetry. The encoding algorithm is based on code-excited linear prediction (CELP). The general framework proposed is: QRS detection, calculation of LPC parameter, generation of residual error signal, codebook generation, MSE (mean square error) search. The codebook is generated for residual error. The indices of the codebook and corresponding LPC parameters are transmitted where the minimum MSE occurs. A replica of the transmitter codebook is present at the receiver. Corresponding to the received index value residual error coefficients are retrieved from the receiver codebook. The ECG signal is reconstructed from the retrieved code word.
Keywords
biomedical telemetry; electrocardiography; linear predictive coding; mean square error methods; medical signal processing; signal reconstruction; QRS detection; code excited linear prediction codec; codebook generation; electrocardiogram; encoding algorithm; mean square error; medical telemetry; residual error signal; signal reconstruction; Bandwidth; Biomedical engineering; Biomedical monitoring; Codecs; Electrocardiography; Filters; Linear predictive coding; Medical diagnostic imaging; Signal generators; Signal synthesis;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2004. IEMBS '04. 26th Annual International Conference of the IEEE
Conference_Location
San Francisco, CA
Print_ISBN
0-7803-8439-3
Type
conf
DOI
10.1109/IEMBS.2004.1403116
Filename
1403116
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