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
Link To Document :
بازگشت