Influence of the occlusion effect over the prediction-error feedback cancellation system in hearing aids.

Renata Coelho Borges, M. Holsbach Costa
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Abstract

This work presents a theoretical analysis of the prediction-error method-based adaptive feedback canceller in hearing aid applications. The studied scene takes into account the occlusion effect caused by the partial or complete closing of the ventilation opening. Such a situation may occur in high gain applications to avoid undesired whistling. Deterministic recursive equations and steady-state conditions were derived for the mean weight behaviour of the predictor and the adaptive filter. The expected theoretical predictions were compared to Monte Carlo simulations, showing very accurate agreement. The simulation results suggest the steady-state performance of this feedback canceller is not affected by the occlusion effect, however the occlusion is still perceived, being annoying to the user.
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遮挡效应对助听器预测误差反馈对消系统的影响。
本文对基于预测误差法的自适应反馈消除器在助听器中的应用进行了理论分析。所研究的场景考虑了通风口部分或完全关闭所造成的遮挡效应。这种情况可能发生在高增益应用中,以避免不希望的啸声。推导了预测器和自适应滤波器的平均权重行为的确定性递归方程和稳态条件。预期的理论预测与蒙特卡罗模拟进行了比较,显示出非常准确的一致性。仿真结果表明,该反馈消除器的稳态性能不受遮挡效应的影响,但仍能感知到遮挡,给用户带来困扰。
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