单次扫描事件相关电位的变步长最小均方估计

M. Benkherrat, Radouane Bouguerra, T. Choufa
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引用次数: 2

摘要

提出了一种提高事件相关电位测量信噪比的方法,该方法基于自适应傅立叶模型。傅里叶模型基于VSSLMS算法。用于估计平均反应的单个ERP试验数量减少。通过对ERP响应的模拟和实际测量来评价该方法的性能,并与集合平均法进行了比较
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Variable Step Size Least Mean Square Estimator for Single-Sweep Event Related Potentials
Method for improving the signal-to-noise ratio of event related potentials (ERP) measurements is presented .The method is based on adaptive Fourier model. The Fourier model is based on the VSSLMS algorithm. A reduced number of single ERP trials being used for estimating the average response. The performance of the method is evaluated with simulations and real measurements of the ERP responses and compared to the ensemble averaging method
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