MISSING DATA COMPENSATION METHOD, MISSING DATA COMPENSATION SYSTEM, AND NON-TRANSITORY COMPUTER-READABLE MEDIUM

A missing data compensation method, missing data compensation system and non-transitory computer-readable medium are provided in this disclosure. The method includes the following operations: inputting a sensing signal by a sensor; searching for a historical data sections similar to a first data sec...

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Bibliographische Detailangaben
Hauptverfasser: CHEN, Xaver, HUANG, Chien-Kai, LU, Hsin-Tse, LIANG, Chih-Hsuan
Format: Patent
Sprache:eng
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Zusammenfassung:A missing data compensation method, missing data compensation system and non-transitory computer-readable medium are provided in this disclosure. The method includes the following operations: inputting a sensing signal by a sensor; searching for a historical data sections similar to a first data section from the plurality of historical data sections to generate a plurality of candidate data sections; calculating a plurality of data relation diagrams according to the first data section and the candidate data sections, respectively; utilizing a feature recognition model to calculate a plurality of similarity values according to the data relation diagrams; selecting a candidate data section corresponding to the maximum similarity value as a sample data section; and utilizing the data in the sample data section to compensate the data in the first data section to generate compensated data section.