Title :
Performance analysis of modified zero crossing counts method for heart arrhythmias detection and implementation in HDL
Author :
Khan, Muhammad Imran ; Hossain, Md Belayat ; Uddin, A. F. M. Nokib
Author_Institution :
Khulna Univ. of Eng. &Technol., Khulna, Bangladesh
Abstract :
In this paper analysis shows that the performance of modified zero crossing count method for QRS complex detection with respect to traditional one. We test the performance for noisy and baseline shifted ECG record also. Furthermore simplicity and excellent performance of this method enhances its necessity to design in hardware level. We propose architecture for simple, portable, low cost QRS detector by implementing our modification in verilog HDL. The generated source has been simulated for validation and tested on software Verilogger Pro6.5. Signal data available from MIT-BIH Arrhythmia Database is collected to test proposed digital system by using test bench software. We have compared our device output with matlab output and calculate the percentage error is at about 0.09%.
Keywords :
electrocardiography; hardware description languages; medical signal processing; program verification; ECG record; MIT-BIH arrhythmia database; QRS complex detection; heart arrhythmias detection; modified zero crossing count method; software Verilogger Pro6.5; test bench software; verilog HDL; Electrocardiography; Filtering theory; Hardware design languages; Heart; Radiation detectors; Random access memory; Registers; ECG; Heart Arrhythmia; MIT-BIH; QRS; Verilog HDL;
Conference_Titel :
Informatics, Electronics & Vision (ICIEV), 2013 International Conference on
Conference_Location :
Dhaka
Print_ISBN :
978-1-4799-0397-9
DOI :
10.1109/ICIEV.2013.6572531