METHOD FOR REPRODUCING NOISE COMPONENTS OF LOSSY RECORDED OPERATING SIGNALS AND CONTROL DEVICE

In order to reproduce noise components of lossy recorded operating signals of a technical system, a neural network is trained to reproduce a recorded target operating signal and a statistical distribution of a stochastic component of the recorded target operating signal on the basis of a recorded in...

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Bibliographische Detailangaben
Hauptverfasser: Heesche, Kai, Depeweg, Stefan
Format: Patent
Sprache:eng ; fre ; ger
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Zusammenfassung:In order to reproduce noise components of lossy recorded operating signals of a technical system, a neural network is trained to reproduce a recorded target operating signal and a statistical distribution of a stochastic component of the recorded target operating signal on the basis of a recorded input operating signal. A current input operating signal of the technical system is then supplied to the trained neural network. An output signal having a noise component modelled on the statistical distribution is generated on the basis of the supplied current input operating signal and a noise signal. The output signal is then output as the current target operating signal for controlling the technical system.