This paper presents a simple and useful method of moving source localization by using data clustering and linear prediction. This method is suitable for real-time processing with less computation and the localization can be high accurate. By calculating SNR of the signals through the data distribution, using different methods to process time delay under different SNR condition, the source trajectory can be calculated out by using post-processed time delay with more accuracy, and the error of bearing is less than two degrees.
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