Title :
Transmitting SPIHT compressed ECG data over a next-generation mobile telecardiology testbed
Author :
Huang, Chia-Yuan ; Miaou, Shaou-Gang
Author_Institution :
Dept. of Electron. Eng., Chung Yuan Christian Univ., Chung-li, Taiwan
Abstract :
Recently, the set partitioning in hierarchical tree (SPIHT) was shown to be an excellent algorithm for ECG compression. However, how it performs in a cellular phone based wireless environment for telemedicine applications is not known. In this paper, a joint design for SPIHT-based ECG data compression method over a next-generation mobile telecardiology testbed based on the 3G cellular phone standard is proposed and the performance of the testbed for the compressed ECG data segments selected from the MIT-BIH arrhythmia database is evaluated in terms of BER (bit error rate), PRD (percent of root-mean-square difference), compression ratio (CR), transmission time, and diagnostic quality. The simulation results show that during the successful transmission of compressed ECG (when BER is less than 10-5), a CR of 8:1 provides a 87.5% reduction in total transmission time and a higher CR up to 20 can reduce up to 95% of the required time to transmit the ECG. Furthermore, most characteristics of the received ECG waveform, such as P wave, QRS complex, and T wave, can be reserved with clinically acceptable quality.
Keywords :
3G mobile communication; cellular radio; data compression; electrocardiography; error statistics; medical signal processing; telemedicine; tree data structures; 3G cellular phone standard; BER; ECG compression; MIT-BIH arrhythmia database; P wave; PRD; QRS complex; SPIHT compressed ECG data transmission; T wave; bit error rate; cellular phone based wireless environment; clinically acceptable quality; compressed ECG data segments; compression ratio; diagnostic quality; next-generation mobile telecardiology testbed; percent of root-mean-square difference; set partitioning in hierarchical tree; telemedicine applications; transmission time; Bit error rate; Cellular phones; Chromium; Costs; Data compression; Databases; Electrocardiography; Medical services; Telemedicine; Testing;
Conference_Titel :
Engineering in Medicine and Biology Society, 2001. Proceedings of the 23rd Annual International Conference of the IEEE
Print_ISBN :
0-7803-7211-5
DOI :
10.1109/IEMBS.2001.1019592