Modeling of electrocardiogram signals using predefined signature and envelope vector sets

Eurasip Journal on Advances in Signal Processing

Volumn 2007, Issue , 2007, Pages

  Gürkan, Hakan ^a   Güz, Ümit ^a,b   Yarman, B Siddik ^c,d  

^a ISIK UNIVERSITY   (Turkey)

^b SRI INTERNATIONAL   (United States)

^c ISTANBUL UNIVERSITY   (Turkey)

^d Tokyo Institute of Technology ^*  (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTROCARDIOGRAPHY; LEAST SQUARES APPROXIMATIONS; MATHEMATICAL MODELS; MEAN SQUARE ERROR; PARAMETER ESTIMATION; SIGNAL RECONSTRUCTION;

ELECTROCARDIOGRAM SIGNALS; ENVELOPE VECTOR SETS; FRAME SCALING COEFFICIENT (FSC); MODEL PARAMETERS;

SIGNAL ANALYSIS;

EID: 33947102039     PISSN: 11108657     EISSN: 16870433     Source Type: Journal    
DOI: 10.1155/2007/12071     Document Type: Article

References (22)

1. D. L. Hudson M. E. Cohen Intelligent analysis of biosignals. Proceedings of the 27th Annual International Conference of the Engineering in Medicine and Biology Society (EMBS '05) Shanghai, China 2005 323 326
2. S. M. S. Jalaleddine C. G. Hutchens R. D. Strattan W. A. Coberly ECG data compression techniques - a unified approach. IEEE Transactions on Biomedical Engineering 37 4 1990 329 343
3. J. L. Crdenas-Barrera J. V. Lorenzo-Ginori Mean-shape vector quantizer for ECG signal compression. IEEE Transactions on Biomedical Engineering 46 1 1999 62 70
4. S. M. S. Jalaleddine C. G. Hutchens SAIES - a new ECG data compression algorithm. Journal of Clinical Engineering 15 1 1990 45 51
5. S.-G. Miaou J.-H. Larn Adaptive vector quantisation for electrocardiogram signal compression using overlapped and linearly shifted codevectors. Medical and Biological Engineering and Computing 38 5 2000 547 552
6. C.-C. Sun sun@rose.ee.ncku.edu.tw S.-C. Tai Beat-based ECG compression using gain-shape vector quantization. IEEE Transactions on Biomedical Engineering 52 11 2005 1882 1888
7. K. Skretting karl.skretting@uis.no K. Engan J. H. Husøy ECG compression using signal dependent frames and matching pursuit. Proceedings of IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP '05) Philadelphia, Pa, USA 4 2005 585 588
8. E. B. de Lima Filho efilho@genius.org.br E. A. B. da Silva eduardo@lps.ufrj.br M. B. de Carvalho murilo@telecom.uff.br W. S. da Silva Júnior waldirjr@fucapi.br J. Koiller koiller@cims.nyu.edu Electrocardiographic signal compression using multiscale recurrent patterns. IEEE Transactions on Circuits and Systems I: Regular Papers 52 12 2005 2739 2753
9. H. Lee hwlee@ece.umn.edu K. M. Buckley buckley@ece.vill.edu ECG data compression using cut and align beats approach and 2-D transforms. IEEE Transactions on Biomedical Engineering 46 5 1999 556 564
10. J.-J. Wei C.-J. Chang N.-K. Chou G.-J. Jan ECG data compression using truncated singular value decomposition. IEEE Transactions on Information Technology in Biomedicine 5 4 2001 290 299
11. S.-G. Miaou H.-L. Yen C.-L. Lin Wavelet-based ECG compression using dynamic vector quantization with tree codevectors in single codebook. IEEE Transactions on Biomedical Engineering 49 7 2002 671 680
12. H.-H. Chou hh.hhchou@gmail.com Y.-J. Chen Y.-C. Shiau T.-S. Kuo kuo@ntu.edu.tw An effective and efficient compression algorithm for ECG signals with irregular periods. IEEE Transactions on Biomedical Engineering 53 6 2006 1198 1205
13. S.-C. Tai sctai@mail.ncku.edu.tw C.-C. Sun sun@lily.ee.ncku.edu.tw W.-C. Yan ywc@lily.ee.ncku.edu.tw A 2-D ECG compression method based on wavelet transform and modified SPIHT. IEEE Transactions on Biomedical Engineering 52 6 2005 999 1008
14. S.-G. Miaou miaou@wavelet.el.cycu.edu.tw S.-N. Chao Wavelet-based lossy-to-lossless ECG compression in a unified vector quantization framework. IEEE Transactions on Biomedical Engineering 52 3 2005 539 543
15. B. S. Kim S. K. Yoo sunkyoo@yumc.yonsei.ac.kr M. H. Lee Wavelet-based low-delay ECG compression algorithm for continuous ECG transmission. IEEE Transactions on Information Technology in Biomedicine 10 1 2006 77 83
16. Y. Zigel A. Cohen A. Katz ECG signal compression using analysis by synthesis coding. IEEE Transactions on Biomedical Engineering 47 10 2000 1308 1316
17. . Güz H. Gürkan B. S. Yarman A novel method to represent the speech signals by using language and speaker independent predefined functions sets. Proceedings of IEEE International Symposium on Circuits and Systems (ISCAS '04) Vancouver, BC, Canada 3 2004 457 460
18. B. S. Yarman yarman@istanbul.edu.tr. Güz guz@isikun.edu.tr H. Gürkan gurkan@isikun.edu.tr On the comparative results of "SYMPES: a new method of speech modeling" AEU - International Journal of Electronics and Communications 60 6 2006 421 427
19. G. B. Moody The MIT-BIH Arrhythmia Database CD-ROM. 2nd Harvard-MIT Division of Health Sciences and Technology Cambridge, Mass, USA 1992
20. A Kara Elektriksel aretlerin Temel Tanm Fonksiyonlaryla Karakterizasyonu. Department of Electrical and Electronic Engineering, Institute of Science, Istanbul University Istanbul, Turkey 1997
21. Y. Zigel A. Cohen A. Katz The weighted diagnostic distortion (WDD) measure for ECG signal compression. IEEE Transactions on Biomedical Engineering 47 11 2000 1422 1430
22. M. Blanco-Velasco manuel.blanco@uah.es F. Cruz-Roldan J. I. Godino-Llorente J. Blanco-Velasco C. Armiens-Aparicio F. López-Ferreras On the use of PRD and CR parameters for ECG compression. Medical Engineering and Physics 27 9 2005 798 802