Title :
A novel cancellation method of powerline interference in ECG signal based on EMD and adaptive filter
Author :
Zhidong, Zhao ; Chan, Ma
Author_Institution :
Sch. of Commun. Eng., Hangzhou Dianzi Univ., Hangzhou
Abstract :
ECG recording is often corrupted by power line interference. A novel method is proposed for removal of power line frequency from ECG signals based on Empirical Mode Decomposition (EMD) and adaptive filter. EMD is a relatively new, data-driven adaptive technique used to decompose ECG signal into a series of Intrinsic Mode Functions (IMFs). The adaptive power line cancellation filter is designed to remove the power line interference, the reference signal of which is produced by selectively reconstruction of IMFs. To evaluate the performance of the filter, Clinic ECG signals are used. Results indicate that the power line interference of ECG is removed effectively by this new method.
Keywords :
adaptive filters; electrocardiography; interference (signal); interference suppression; medical signal processing; ECG recording; EMD; adaptive filter; adaptive power line cancellation filter; cancellation method; clinic ECG signals; data-driven adaptive technique; empirical mode decomposition; intrinsic mode functions; performance evaluation; power line frequency; power line interference; powerline interference; reference signal; Adaptive filters; Band pass filters; Electrocardiography; Frequency; Heart; Interference cancellation; Power engineering and energy; Power filters; Signal analysis; Signal design; Aadaptive filter; Empirical mode decompostition; Powerline interference;
Conference_Titel :
Communication Technology, 2008. ICCT 2008. 11th IEEE International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-4244-2250-0
Electronic_ISBN :
978-1-4244-2251-7
DOI :
10.1109/ICCT.2008.4716100