Instantaneous frequency estimation of fm signals under gaussian and symmetric -stable noise: deep learning versus time-frequency analysis

HIGHLIGHTS

• who: Huda Saleem Razzaq and Zahir M. Hussain from the Computer Science and Mathematics, University of Kufa, Najaf, Iraq School of Engineering, Edith Cowan University, Joondalup, WA, Australia have published the research: Instantaneous Frequency Estimation of FM Signals under Gaussian and Symmetric -Stable Noise: Deep Learning versus Time-Frequency Analysis, in the Journal: Information 2023, 14, x FOR PEER REVIEW of /2023/
• what: This work proposed a novel frequency estimation technique for instantaneous linear FM (LFM) sinusoidal wave using learning. neural networks (DNN) and convolutional neural networks (CNN) are classes of artificial neural networks (ANNs . . .
  

   

  

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