首页> 外文期刊>Annals of Biomedical Engineering: The Journal of the Biomedical Engineering Society >Adaptive filter based two-probe noise suppression system for transient evoked otoacoustic emission detection
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Adaptive filter based two-probe noise suppression system for transient evoked otoacoustic emission detection

机译:基于自适应滤波器的两探头噪声抑制系统,用于瞬态诱发耳声发射检测

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摘要

Transient otoacoustic emission (TEOAE) is a method widely used in clinical practice for assessment of hearing quality. The main problem in TEOAE detection is its much lower level than the level of environmental and biological noise. While the environmental noise level can be controlled, the biological noise can be only reduced by appropriate signal processing. This paper presents a new two-probe preprocessing TEOAE system for suppression of the biological noise by adaptive filtering. The system records biological noises in both ears and applies a specific adaptive filtering approach for suppression of biological noise in the ear canal with TEOAE. The adaptive filtering approach includes robust sign error LMS algorithm, stimuli response summation according to the derived non-linear response (DNLR) technique, subtraction of the estimated TEOAE signal and residual noise suppression. The proposed TEOAE detection system is tested by three quality measures: signal-to-noise ratio (S/N), reproducibility of TEOAE, and measurement time. The maximal TEOAE detection improvement is dependent on the coherence function between biological noise in left and right ears. The experimental results show maximal improvement of 7 dB in S/N, improvement in reproducibility near 40% and reduction in duration of TEOAE measurement of over 30%.
机译:瞬态耳声发射(TEOAE)是临床实践中广泛用于评估听力质量的一种方法。 TEOAE检测的主要问题是其水平远低于环境和生物噪声水平。虽然可以控制环境噪声水平,但是只能通过适当的信号处理来降低生物噪声。本文提出了一种新的两探针预处理TEOAE系统,通过自适应滤波来抑制生物噪声。该系统记录了两只耳朵的生物噪声,并应用了一种特殊的自适应滤波方法来抑制TEOAE引起的耳道生物噪声。自适应滤波方法包括鲁棒的符号误差LMS算法,根据导出的非线性响应(DNLR)技术的刺激响应求和,减去估计的TEOAE信号和残余噪声抑制。拟议的TEOAE检测系统通过三种质量度量进行测试:信噪比(S / N),TEOAE的可重复性和测量时间。最大的TEOAE检测改善取决于左耳和右耳之间生物噪声之间的相干功能。实验结果表明,信噪比最大提高了7 dB,再现性提高了近40%,TEOAE测量的持续时间缩短了30%以上。

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