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词汇 Auto Correlation
分类 英语词汇 英语翻译词典
释义

Auto Correlation

中文百科

自相关函数 Autocorrelation

(重定向自Auto Correlation)
上面:100个随机数串行的图,其中隐含了一个正弦函数。下面:自相关函数产生的相关图显示出的正弦函数。
卷积、互相关和自相关的可视化比较。

自相关英语:Autocorrelation),也叫串行相关,是一个信号于其自身在不同时间点的互相关。非正式地来说,它就是两次观察之间的相似度对它们之间的时间差的函数。它是找出重复模式(如被噪声掩盖的周期信号),或识别隐含在信号谐波频率中消失的基频的数学工具。它常用于信号处理中,用来分析函数或一系列值,如时域信号。

英语百科

Autocorrelation 自相关函数

(重定向自Auto Correlation)
Above: A plot of a series of 100 random numbers concealing a sine function. Below: The sine function revealed in a correlogram produced by autocorrelation.
Visual comparison of convolution, cross-correlation and autocorrelation.

Autocorrelation, also known as serial correlation or cross-autocorrelation, is the cross-correlation of a signal with itself at different points in time (that is what the cross stands for). Informally, it is the similarity between observations as a function of the time lag between them. It is a mathematical tool for finding repeating patterns, such as the presence of a periodic signal obscured by noise, or identifying the missing fundamental frequency in a signal implied by its harmonic frequencies. It is often used in signal processing for analyzing functions or series of values, such as time domain signals.

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