DocumentCode :
1489605
Title :
Evaluating the Noise in Electrically Evoked Compound Action Potential Measurements in Cochlear Implants
Author :
Undurraga, Jaime A. ; Carlyon, Robert P. ; Wouters, Jan ; van Wieringen, Astrid
Author_Institution :
Neurosciences Dept., Univ. of Leuven, Leuven, Belgium
Volume :
59
Issue :
7
fYear :
2012
fDate :
7/1/2012 12:00:00 AM
Firstpage :
1912
Lastpage :
1923
Abstract :
Electrically evoked compound action potentials (ECAPs) are widely used to study the excitability of the auditory nerve and stimulation properties in cochlear implant (CI) users. However, ECAP detection can be difficult and very subjective at near-threshold stimulation levels or in spread of excitation measurements. In this study, we evaluated the statistical properties of the background noise (BN) and the postaverage residual noise (RN) in ECAP measurements in order to determine an objective detection criterion. For the estimation of the BN and the RN, a method currently used in auditory brainstem response measurements was applied. The potential benefit of using weighted (Bayesian) averages was also examined. All estimations were performed with a set of approximately 360 ECAP measurements recorded from five human CI users of the CII or HiRes90K device (advanced bionics). Results demonstrated that the BN was normally distributed and the RN decreased according to the square root of the number of averages. No additional benefit was observed by using weighted averaging. The noise was not significantly different either at different stimulation intensities or across recording electrodes along the cochlea. The analysis of the statistical properties of the noise indicated that a signal-to-noise ratio of 1.7 dB as a detection criterion corresponds to a false positive detection rate of 1% with the used measurement setup.
Keywords :
auditory evoked potentials; biomedical electrodes; biomedical measurement; brain; cochlear implants; neurophysiology; statistical analysis; CII device; ECAP detection; ECAP measurements; HiRes90K device; auditory brainstem response measurements; auditory nerve; background noise; electrically evoked compound action potential measurements; false positive detection rate; human cochlear implant users; near-threshold stimulation levels; postaverage residual noise; recording electrodes; signal-to-noise ratio; statistical properties; stimulation intensity; stimulation properties; weighted Bayesian average; Biomedical measurements; Correlation; Electrodes; Estimation; Probes; Signal to noise ratio; Cochlear implant (CI); electrically evoked compound action potential (ECAP); noise estimation; Action Potentials; Aged; Cochlear Implants; Electric Stimulation; Evoked Potentials, Auditory; Humans; Middle Aged; Noise; Reproducibility of Results; Signal Processing, Computer-Assisted; Signal-To-Noise Ratio;
fLanguage :
English
Journal_Title :
Biomedical Engineering, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9294
Type :
jour
DOI :
10.1109/TBME.2012.2194292
Filename :
6179980
Link To Document :
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