The cross correlation of two vectors using discrete Fourier transform (DFT) is a popular method of searching the occurrences of one pattern inside another. It provides simple mean to detect echoes, specific patterns inside digital signals, signal comparison etc.
In some applications, one of the input vectors (signals) is much longer than another, or even of infinite length. For example: searching a transmitted signal’s echo in the received input stream in radar or sonar, or detecting an RDS signal inside a continuous radio transmission. In such applications one must compute the cross correlation of searched pattern and input stream in a block-by-block manner.
In this article I shall present a short MATLAB template to compute a block-wise cross correlation appropriate for searching a specific pattern vector inside a continuous input vector of indefinite size. Furthermore, I shall extend the algorithm to search for more pattern vectors simultaneously.
Continue reading “Computing Block-wise Cross Correlation”