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Improving the accuracy of Laplacian estimation with novel multipolar concentric ring electrodes

机译:新型多极同心环电极提高Laplacian估计的准确性

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Conventional electroencephalography with disc electrodes has major drawbacks including poor spatial resolution, selectivity and low signal-to-noise ratio that are critically limiting its use. Concentric ring electrodes, consisting of several elements including the central disc and a number of concentric rings, are a promising alternative with potential to improve all of the aforementioned aspects significantly. In our previous work, the tripolar concentric ring electrode was successfully used in a wide range of applications demonstrating its superiority to conventional disc electrode, in particular, in accuracy of Laplacian estimation. This paper takes the next step toward further improving the Laplacian estimation with novel multipolar concentric ring electrodes by completing and validating a general approach to estimation of the Laplacian for an (n + 1)-polar electrode with n rings using the (4n + 1)-point method for n >= 2 that allows cancellation of all the truncation terms up to the order of 2n. An explicit formula based on inversion of a square Vandermonde matrix is derived to make computation of multipolar Laplacian more efficient. To confirm the analytic result of the accuracy of Laplacian estimate increasing with the increase of n and to assess the significance of this gain in accuracy for practical applications finite element method model analysis has been performed. Multipolar concentric ring electrode configurations with n ranging from 1 ring (bipolar electrode configuration) to 6 rings (septapolar electrode configuration) were directly compared and obtained results suggest the significance of the increase in Laplacian accuracy caused by increase of n. (C) 2015 Elsevier Ltd. All rights reserved.
机译:具有圆盘电极的常规脑电图仪的主要缺点包括空间分辨率差,选择性高和信噪比低,这严重限制了其使用。由包括中心盘和多个同心环的若干元件组成的同心环电极是有希望的替代方案,具有显着改善所有上述方面的潜力。在我们以前的工作中,三极同心环形电极已成功用于广泛的应用领域,证明了其与常规圆盘电极的优越性,特别是在拉普拉斯估计的准确性方面。本文通过完成并验证使用(4n +1)对具有n个环的(n + 1)极性电极的Laplacian估计的一般方法,进一步采取了进一步改进新型多极同心环电极的Laplacian估计的方法。 n> = 2的点方法允许取消所有截断项,直到2n的量级。推导了基于平方范德蒙德矩阵求逆的显式公式,以使多极拉普拉斯算子的计算效率更高。为了确认随着n的增加,拉普拉斯估计的精度的分析结果,并评估此增益对实际应用的精度的重要性,已进行了有限元方法模型分析。直接比较了n范围从1个环(双极电极配置)到6个环(七极电极配置)的多极同心环电极配置,并获得的结果表明由n的增加引起拉普拉斯精度提高的意义。 (C)2015 Elsevier Ltd.保留所有权利。

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