Neural network based methods for ECG data compression

ICONIP 2002 - Proceedings of the 9th International Conference on Neural Information Processing: Computational Intelligence for the E-Age

Volumn 5, Issue , 2002, Pages 2317-2319

  Kanna, R ^a   Eswaran, C ^a   Sriraam, N ^a  

^a MULTIMEDIA UNIVERSITY   (Malaysia)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; ARTIFICIAL INTELLIGENCE; BACKPROPAGATION; DIGITAL STORAGE; ELECTROCARDIOGRAPHY; INFORMATION SCIENCE; RADIAL BASIS FUNCTION NETWORKS;

BACKPROPAGATION NETWORK; COMPRESSION ALGORITHMS; ECG DATA COMPRESSION; MORPHOLOGICAL FEATURES; MULTILAYER BACK PROPAGATION NETWORKS; NONLINEAR PREDICTORS; WAVE FORMS;

DATA COMPRESSION;

EID: 84971659664     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICONIP.2002.1201907     Document Type: Conference Paper

References (6)

1. M.S. Jalaleddine, G. Hutchens, D. Strattan, and A. Coberly, "ECG Data Compression Techniques-A unified approach," IEEE Trans. Biomed. Eng., vol. 37, no. 4, pp. 329-343, Apr. 1990.
2. L. Cardenas-Barrera and Juan Valentin Lorenzo-Ginori, "Mean-Shape vector quantizer for ECG signal compression," IEEE Trans. Biomed. Eng., vol. 46, no. 1, pp. 62-70, Jan. 1999.
3. Shaou-Gang Miaou, Heng-Lin Yen, and Chih-Lung Lin, "Wavelet-Based ECG compression using dynamic vector quantization with tree codevectors in single codebook," IEEE Trans. Biomed. Eng., vol. 49, no. 7, pp. 671-680, July 2002.
4. R.Logeswaran and C.Eswaran, "Neural network based lossless coding schemes for telemetry data," IEEE conference, pp. 2057-2059, 1999.
5. Yaniv Zigel, Arnon Cohen, and Amos Katz, "The Weighted Diagnostic Distortion (WDD) measure for ECG signal compression," IEEE Trans. Biomed. Eng., vol. 47, no.11, pp. 1422-1430, November 2000.
6. MIT-BIH compression test database, www.physionet.org