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More compartment resolution based estimation of a spectral power density

机译:基于更多隔室分辨率的频谱功率密度估计

摘要

It is generally a technique for a more compartment resolution based described estimation of a spectral power density. According to some embodiments of the invention, a first spectral power density (psd) of a signal are calculated, in order to a first frequency resolution, and one for psd associated first error variance value (ev - value) to determine. The first psd can be done using a smaller number of segments of the signal are calculated, in order to achieve a higher resolution. The higher resolution is accompanied by a higher ev, and, on the basis of the smaller number of segments which, for the calculation of the first psd be used. Next, a second psd with the use of the signal are calculated, and in this connection, a larger number of segments is scanned, about a second resolution and to determine a second ev. The second psd can be associated with a lower ev, and, on the basis of the additional segments, which for the calculation of the second psd be used. Lack of variable frequency of the second psd can, under the use of the first resolution and the second ev by means of an expectation - maximization - method can be determined.
机译:通常,它是一种基于描述的频谱功率密度估计的更高隔室分辨率的技术。根据本发明的一些实施例,计算信号的第一频谱功率密度(psd),以便达到第一频率分辨率,并为与psd相关联的第一误差方差值(ev-value)确定一个。为了获得更高的分辨率,可以使用较少数量的信号段来完成第一psd。较高的分辨率伴随着较高的ev,并且基于较小的段数,这些段用于计算第一个psd。接下来,利用信号计算第二psd,并且就此而言,围绕第二分辨率扫描更大数量的片段,并确定第二ev。第二个psd可以与一个较低的ev相关联,并且可以基于附加段将其用于第二个psd的计算。在第一分辨率和第二ev的使用下,借助于期望-最大化-方法,可以确定第二psd的可变频率的缺乏。

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