DocumentCode :
107937
Title :
A Power-Line Interference Canceler Based on Sliding DFT Phase Locking Scheme for ECG Signals
Author :
Mishra, Shivakant ; Das, Divya ; Kumar, Ravindra ; Sumathi, P.
Author_Institution :
Dept. of Electron. & Commun. Eng., Graphic Era Hill Univ., Bhimtal, India
Volume :
64
Issue :
1
fYear :
2015
fDate :
Jan. 2015
Firstpage :
132
Lastpage :
142
Abstract :
A power-line interference (PLI) removal method is proposed based on a previously published sliding discrete Fourier transform (SDFT) phase locking scheme (PLL), which extracts the nonstationary sinusoids from the electrocardiogram (ECG) signal. The proposed PLI canceler consists of SDFT PLL as a vital element, which can track the variation in center frequency of the PLI either 50 or 60 Hz. The PLI canceler involves the adaptive sampling frequency control in which the sampling frequency of SDFT filter is adaptively adjusted according to the center frequency variation of the interference. Since the in-phase and quadrature components of SDFT filter can provide instantaneous sinusoidal and cosinusoidal interference signals, the SDFT PLL is capable of tracking amplitude, phase, and frequency of the interference. Additional resonators of different bin indices are augmented with SDFT PLL to handle the dominant odd harmonics of PLI. Furthermore, the SDFT PLL is cascaded with another SDFT bin to eliminate the baseline wander present in the real-time ECG signal. The adaptive PLI canceler based on SDFT PLL offers the tracking capability of variant PLI, attenuation of 40 dB, less acquisition time of 0.2 s for a variant PLI of ±5 Hz, removal of dominant odd harmonics, and baseline wander with expense of sampling frequency. Experimental results prove the efficacy of the proposed method in nonstationary sinusoidal interference extraction. Experimental investigation on SDFT PLL using field programmable gate array demonstrates the feasibility of digital implementation of the proposed algorithm.
Keywords :
adaptive filters; discrete Fourier transforms; electrocardiography; field programmable gate arrays; medical signal detection; medical signal processing; signal sampling; PLI canceler; PLI removal method; SDFT PLL; SDFT filter; adaptive PLI canceler; adaptive sampling frequency; bin indices; center frequency; cosinusoidal interference signals; digital implementation; electrocardiogram signal; field programmable gate array; instantaneous sinusoidal; instantaneous sinusoidal signals; nonstationary sinusoidal interference extraction; power-line interference canceler; power-line interference removal method; quadrature components; real-time ECG signal; sliding DFT phase locking scheme; sliding discrete Fourier transform phase locking scheme; tracking amplitude; Discrete Fourier transforms; Electrocardiography; Harmonic analysis; Interference; Noise; Phase locked loops; Silicon; Adaptive filters; discrete Fourier transform (DFT); electrocardiography; field programmable gate arrays (FPGAs); interference cancelation; phase locked loop;
fLanguage :
English
Journal_Title :
Instrumentation and Measurement, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9456
Type :
jour
DOI :
10.1109/TIM.2014.2335920
Filename :
6863642
Link To Document :
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