DocumentCode
2561044
Title
Template Matching Compression Algorithm for Wearable ECG Measurement System Based on Multi Wireless Transmission Platform
Author
Tae-Young Kim ; Yun-Hong Noh ; Do-Un Jeong
Author_Institution
Dept. Ubiquitous IT Eng., Dongseo Univ., Busan, South Korea
fYear
2015
fDate
24-27 March 2015
Firstpage
1
Lastpage
5
Abstract
In this paper, a template matching based ECG compression algorithm for wearable ECG measurement system is proposed and implemented. First of all, R-peak is detected in the ECG signal. Then, from the point of R-peak, we extract the information of QRS complex, PQ, and ST section to create a template for each of the interval. Template code is saved for the use of comparing real time input ECG. R-peak is detected in the pre-processing step from a normalized signal in 0 and 1 basis, and adaptive threshold is applied for good R-peak detection accuracy. Template for PQ interval, QRS complex, ST interval is created. Only template code that closely matched with the input signal is saved. The determining factor for "closely matched" is based on the calculation of MSE value after comparing the template with each of the intervals (PQ interval, QRS complex and ST interval) with real time input ECG signal. The performance of the algorithm is evaluated by using the Massachusetts Institute of Technology-Boston\´s Beth Israel Hospital Normal Sinus Rhythm Database and different sampling record. The highest compression ratio is 15.2:1. The accuracy of the R-peak detection is 100%.
Keywords
compressed sensing; electrocardiography; medical signal detection; R-peak detection; adaptive threshold; compression ratio; multiwireless transmission platform; template matching based ECG compression algorithm; wearable ECG measurement system; Biomedical monitoring; Bluetooth; Compression algorithms; Electrocardiography; Real-time systems; Transceivers; Zigbee; ECG; Multi; Tempate matching; Wearable; compression;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Information Networking and Applications Workshops (WAINA), 2015 IEEE 29th International Conference on
Conference_Location
Gwangiu
Print_ISBN
978-1-4799-1774-7
Type
conf
DOI
10.1109/WAINA.2015.70
Filename
7096137
Link To Document