Frequency estimation of noisy sinusoidal signals based on deep learning

Frequency estimation of noisy sinusoidal signals based on deep learning

Estimating parameters from sinusoidal signals contaminated by noise is a critically important topic extensively applied in fields such as radar systems, communication systems, biomedical engineering, and power systems. Frequency, as the most crucial parameter and intrinsic characteristic of sinusoid...

Full description

Bibliographic Details
Main Author: Wang, Yifan
Other Authors: Teh Kah Chan
Format: Thesis-Master by Coursework
Language:English
Published: Nanyang Technological University 2024
Subjects:
Engineering
Frequency estimation
Sinusoidal signal
Deep learning
Multilayer perceptron
Convolutional neural network
Recurrent neural network
Online Access:https://hdl.handle.net/10356/174206

Internet

https://hdl.handle.net/10356/174206

Similar Items