Title :
Nonlinear stimulus artifact cancellation in somatosensory evoked potential studies
Author :
Parsa, Vijay ; Parker, Philip ; Scott, Robert
Author_Institution :
Dept. of Electr. Eng., New Brunswick Univ., Fredericton, NB, Canada
Abstract :
Somatosensory evoked potentials (SEPs) are clinically important bioelectric signals. The surface measurements of these potentials are often contaminated by the stimulus artifact which, depending on the stimulator and measurement system characteristics, may mask the initial portion of the SEP. Here, a novel approach is undertaken to diminish this artifact. A nonlinear adaptive filter (NAF) based on the truncated second order Volterra series is employed to iteratively minimize the artifact. The effectiveness of the NAF is demonstrated qualitatively using the experimental data collected from the wrist region and the spinal cord region
Keywords :
Volterra series; adaptive filters; bioelectric potentials; medical signal processing; nonlinear filters; somatosensory phenomena; clinically important bioelectric signals; nonlinear stimulus artifact cancellation; somatosensory evoked potential studies; spinal cord region; truncated second order Volterra series; wrist region; Adaptive filters; Bioelectric phenomena; Biomedical measurements; Circuits; Electric potential; Electrodes; Filtering; Nonlinear systems; Pollution measurement; Voltage;
Conference_Titel :
Bioengineering Conference, 1995., Proceedings of the 1995 IEEE 21st Annual Northeast
Conference_Location :
Bar Harbor, ME
Print_ISBN :
0-7803-2692-X
DOI :
10.1109/NEBC.1995.513733