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Researchers Propose Novel Framework Combining Time and Frequency Domain Filters

  • Researchers propose a novel framework that combines time and frequency domain filters for blind deconvolution.
  • The framework consists of a time domain quadratic convolutional filter and a frequency domain linear filter.
  • The time domain filter employs quadratic convolutional neural networks (QCNN) and an inverse QCNN layer for filtering and recovering the input signal.
  • The frequency domain filter uses fast Fourier transform (FFT) and an objective function in the envelope spectrum (ES) for optimization.

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