Patent ID: 11863397
Assignee: ZTE CORPORATION
Field: Digital communication (Electrical engineering)
Classification: CPC H | IPC H

Claim 11:
12. The traffic prediction device according to claim 8, wherein using the time series prediction model to fit the plurality of component series to obtain a plurality of fitted component series, and using the plurality of fitted component series to obtain the plurality of component prediction results for the second preset time period, comprises:
with respect to each component series of the plurality of component series:
decomposing the each component series into a trend term, a seasonal term, a holiday term and a noise term, such that the each component series is represented by a sum of the trend term, the seasonal term, the holiday term and the noise term;
determining a fitted trend item, a fitted seasonal item and a fitted holiday item, and then using the fitted trend item, the fitted seasonal item and the fitted holiday item to obtain a trend item prediction result, a seasonal item prediction result and a holiday item prediction result for the second preset time period; and
accumulating the trend item prediction result, the seasonal item prediction result, the holiday item prediction result, and the noise item to obtain a component prediction result of the each component series for the second preset time period.