To effectively handle complex time series data and improve prediction accuracy, time domain decomposition, and frequency domain decomposition techniques have shown significant potential. Time domain ...

Most existing methods construct HIs based on the time domain, whereas in certain cases, time-domain data contain fewer degradation characteristics than frequency-domain data. To enhance the ...

The model generated a time series for a selected domain by conditioning on domain-specific prototype assignments and using domain prompts. Furthermore, the approach supported generating time series ...

Experimental results demonstrate that the proposed system enhances the NDR by 19% for the near-end user and 105% for the far-end user compared to the rate-adaptive SISO VLC system with the PS ...