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To obtain a more comprehensive understanding of the m-sequence used in computing characteristic polynomials, it is important to analyze the autocorrelation coefficients of the m-sequence. By examining the autocorrelation coefficients, we can determine the degree to which the sequence repeats itself, which can be useful in a variety of applications. Therefore, analyzing the autocorrelation coefficients of the m-sequence can help us gain a deeper understanding of its properties and potential applications.