DocumentCode :
1384911
Title :
Optimal zonal wavelet-based ECG data compression for a mobile telecardiology system
Author :
Istepanian, Robert S H ; Petrosian, Arthur A.
Author_Institution :
Dept. of Electron. & Comput. Eng., Brunel Univ., Uxbridge, UK
Volume :
4
Issue :
3
fYear :
2000
Firstpage :
200
Lastpage :
211
Abstract :
A new integrated design approach for an optimal zonal wavelet-based ECG data compression (OZWC) method for a mobile telecardiology model is presented. The hybrid implementation issues of this wavelet method with a GSM-based mobile telecardiology system are also introduced. The performance of the mobile system with compressed ECG data segments selected from the MIT-BIH arrhythmia database is evaluated in terms of bit error rate (BER), percent rms difference (PRD), and visual clinical inspection. The compression performance analysis of the OZWC is compared with another wavelet-based (Discrete Symmetric Wavelet Compression) approach. The optimal wavelet algorithm achieved a maximum compression ratio of 18:1 with low PRD ratios. The mobile telemedical simulation results show the successful compressed ECG transmission at speeds of 100 (km/h) with BER rates of less than 10/sup -15/, providing a 73% reduction in total mobile transmission time with clinically acceptable reconstruction of the received signals. This approach will provide a framework for the design and functionality issues of GSM-based wireless telemedicine systems with wavelet compression techniques and their future integration for the next generation of mobile telecardiology systems.
Keywords :
data compression; electrocardiography; medical signal processing; telemedicine; wavelet transforms; GSM-based wireless telemedicine systems; MIT-BIH arrhythmia database; bit error rate; clinically acceptable reconstruction; compressed ECG data segments; mobile telecardiology model; mobile telecardiology system; percent rms difference; visual clinical inspection; wavelet compression techniques; zonal wavelet-based ECG data compression; Bit error rate; Communication standards; Data compression; Discrete wavelet transforms; Electrocardiography; GSM; Medical services; Monitoring; Telemedicine; Wavelet analysis; Cardiology; Data Interpretation, Statistical; Electrocardiography; Humans; Signal Processing, Computer-Assisted; Telemedicine;
fLanguage :
English
Journal_Title :
Information Technology in Biomedicine, IEEE Transactions on
Publisher :
ieee
ISSN :
1089-7771
Type :
jour
DOI :
10.1109/4233.870030
Filename :
870030
Link To Document :
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