Title :
New aspects to event-synchronous cancellation of ECG interference: an application of the method in diaphragmatic EMG signals
Author :
Deng, Yuancheng ; Wolf, Werner ; Schnell, Rudolf ; Appel, Ulrich
Author_Institution :
Inst. fur Math. und Datenverarbeitung, Univ. der Bundeswehr Munchen, Neubiberg, Germany
Abstract :
An "event-synchronous interference canceller" (ESC) for cancellation of electrocardiographic (ECG) interference in diaphragmatic electromyographic (EMGdi) signals is addressed in this paper, ESC pursues the concept of the "event synchronous adaptive interference canceller" (ESAIC), which was proposed in P. Strobach et al., ibid., vol. 41, p. 343-50 (1994) as a specific application of the well known "adaptive noise canceller" (ANC) paradigm, but ESC uses a simple adaptive gain control (AGC) instead of the complex adaptive filter of the ANC. The proposed ESC method is evaluated using both computer simulations and real EMGdi data, and its efficiency in interference cancellation is compared to that of ESAIC. Of particular interest is the result that the ESC can replace the ESAIC providing better performance as well as a considerable reduction of computational costs.
Keywords :
adaptive filters; adaptive signal processing; electrocardiography; electromyography; interference (signal); medical signal processing; ECG interference; complex adaptive filter; computational costs reduction; computer simulations; diaphragmatic EMG signals; electrodiagnostics; event-synchronous cancellation; event-synchronous interference canceller; simple adaptive gain control; Adaptive control; Adaptive filters; Application software; Computer simulation; Electrocardiography; Electromyography; Gain control; Interference cancellation; Noise cancellation; Programmable control; Biomedical Engineering; Computer Simulation; Diaphragm; Electrocardiography; Electromyography; Humans; Signal Processing, Computer-Assisted;
Journal_Title :
Biomedical Engineering, IEEE Transactions on