Title :
An implementation of a real-time and parallel processing ECG features extraction algorithm in a Field Programmable Gate Array (FPGA)
Author :
Hu, Weichih ; Lin, Chun Cheng ; Shyu, Liang Yu
Author_Institution :
Dept. of Biomed. Eng., Chung Yuan Christian Univ., Chungli, Taiwan
Abstract :
The objective of the paper is to report a development of real-time and parallel processing algorithm to implement it into a Field Programmable Gate Array (FPGA) for the electrocardiogram (ECG) signals feature extraction. The prototyped system will be extracting the ECG features and tested as a System on Chip (Soc) design. The performance of algorithm was tested against MATLAB routine and validated results based on the MIT-BIH Arrhythmia database which has been annotated by cardiologists. The ECG signals from five volunteers were acquired, tested, analyzed and displayed in on line. This overall detection tolerance of the algorithm was 0.01 seconds.
Keywords :
electrocardiography; feature extraction; field programmable gate arrays; integrated circuit design; integrated circuit testing; medical signal processing; parallel processing; real-time systems; system-on-chip; ECG features extraction algorithm; ECG signals feature extraction; FPGA; MATLAB routine; MIT-BIH arrhythmia database; SoC design; cardiologists; electrocardiogram signals feature extraction; field programmable gate array; overall detection tolerance; parallel processing algorithm; prototyped system; real-time processing algorithm; system on chip design; Electrocardiography; Feature extraction; Field programmable gate arrays; Heart beat; MATLAB; Real time systems; Timing;
Conference_Titel :
Computing in Cardiology, 2011
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4577-0612-7