Optimal zonal wavelet-based ECG data compression for a mobile telecardiology system

被引:88
作者
Istepanian, RSH [1 ]
Petrosian, AA
机构
[1] Brunel Univ, Dept Elect & Comp Engn, Uxbridge UB8 3PH, Middx, England
[2] Texas Tech Univ, Hlth Sci Ctr, Lubbock, TX 79430 USA
来源
IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE | 2000年 / 4卷 / 03期
基金
英国工程与自然科学研究理事会;
关键词
ECG compression; GSM; mobile telemedicine; telecardiology; wavelets;
D O I
10.1109/4233.870030
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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 data base is evaluated in terms of bit rrror 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(-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 telecadiology systems.
引用
收藏
页码:200 / 211
页数:12
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