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Fractional Order Correlation Algorithm of Uncertain Time Sequence

並列摘要


In order to improve the correlation accuracy of DengShi correlation algorithm, the fractional order correlation algorithm of multiple uncertain time sequences is proposed in this paper. By taking advantage of the memory property of fractional order, the algorithm introduces the measurement of fractional order differential for the local trend of time sequence into the correlation algorithm and also analyzes the influences of differential order and noise upon correlation accuracy, provides selection relations between noise level and order. It has been proven with examples that the correlation accuracy of fractional order correlation algorithm has increased by two orders of magnitude as compared with DengShi correlation algorithm.

並列關鍵字

fractional order uncertainty time series association

延伸閱讀