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Sweep operator applied to the calculation of partial and multiple coherence

机译:扫描算子应用于部分和多重相干的计算

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In this work, a transformation to a square matrix named sweep operator is proposed to obtain multiple and partial coherence estimates. This operator does not require the inversion of the spectral matrices commonly involved in coherence estimation and hence may be useful in applications such as in embedded systems, where memory use is a critical issue. The technique was evaluated in electroencephalographic data and its performance was compared to that using the conventional approach. The results indicate the sweep operator to be a promising alternative in applications where the memory use is a crucial issue.
机译:在这项工作中,提出了对名为扫描算子的方阵的变换,以获取多个和部分相干估计。该运算符不需要相干估计中通常涉及的频谱矩阵的求逆,因此在诸如内存使用是一个关键问题的嵌入式系统等应用中可能很有用。在脑电图数据中评估了该技术,并将其性能与使用常规方法的性能进行了比较。结果表明,在内存使用至关重要的应用中,清除运算符将是一个有前途的替代方案。

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