Abstract: This paper deduces a unique word detection method by using the characteristic of signal detection based on minimum description length criterion after introducing the test statistic, and setting the best decision threshold. Comparing with the usual unique word detection technique, this method treats directly with the modulated data with the frequency offset. Analysis and simulation demonstrate the effect of the algorithm.