A cyclo-stationary complex multichannelwiener filter for the prediction of wind speed and direction

@article{Dowell2013ACC,
  title={A cyclo-stationary complex multichannelwiener filter for the prediction of wind speed and direction},
  author={Jethro Dowell and Stephan Weiss and David Hill and David Infield},
  journal={21st European Signal Processing Conference (EUSIPCO 2013)},
  year={2013},
  pages={1-5}
}
This paper develops a linear predictor for application to wind speed and direction forecasting in time and across different sites. The wind speed and direction are modelled via the magnitude and phase of a complex-valued time-series. A multichannel adaptive filter is set to predict this signal, based on its past values and the spatio-temporal correlation between wind signals measured at numerous geographical locations. The time-varying nature of the underlying system and the annual cycle of… CONTINUE READING
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