Title :
Wavelet-based low-delay ECG compression algorithm for continuous ECG transmission
Author :
Kim, Byung S. ; Yoo, Sun K. ; Lee, Moon H.
Author_Institution :
Graduate Sch. of Biomed. Eng., Yonsei Univ., Seoul
Abstract :
The delay performance of compression algorithms is particularly important when time-critical data transmission is required. In this paper, we propose a wavelet-based electrocardiogram (ECG) compression algorithm with a low delay property for instantaneous, continuous ECG transmission suitable for telecardiology applications over a wireless network. The proposed algorithm reduces the frame size as much as possible to achieve a low delay, while maintaining reconstructed signal quality. To attain both low delay and high quality, it employs waveform partitioning, adaptive frame size adjustment, wavelet compression, flexible bit allocation, and header compression. The performances of the proposed algorithm in terms of reconstructed signal quality, processing delay, and error resilience were evaluated using the Massachusetts Institute of Technology University and Beth Israel Hospital (MIT-BIH) and Creighton University Ventricular Tachyarrhythmia (CU) databases and a code division multiple access-based simulation model with mobile channel noise
Keywords :
code division multiple access; data compression; electrocardiography; encoding; medical signal processing; telemedicine; Beth Israel Hospital; Creighton University Ventricular Tachyarrhythmia databases; ECG transmission; Massachusetts Institute of Technology University; adaptive frame size adjustment; code division multiple access-based simulation model; flexible bit allocation; header compression; mobile channel noise; reconstructed signal quality; telecardiology applications; time-critical data transmission; waveform partitioning; wavelet compression; wavelet-based electrocardiogram; wavelet-based low-delay ECG compression algorithm; wireless network; Bit rate; Compression algorithms; Continuous wavelet transforms; Data communication; Electrocardiography; Partitioning algorithms; Performance evaluation; Propagation delay; Time factors; Wireless networks; Adaptive frame size adjustment; continuous transmission; flexible bit allocation; wavelet electrocardiogram (ECG) compression; wavelet partitioning;
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
DOI :
10.1109/TITB.2005.856854