Survey and Fundamental Implementation of Denoising Techniques for Radar Signal Processing
摘要
The research survey paper provides a comprehensive overview of radar signal processing and denoising techniques, including a fundamental implementation of basic signal denoising. It emphasizes the significance of extracting meaningful information from raw radar signals and the challenges posed by noise and interference. The paper focuses on the application of wavelet-based denoising methods, particularly the Multi-Band Wavelet Transform with Improved Thresholding and Complex Wavelets techniques. It aims to categorize and evaluate these methods based on their effectiveness in noise reduction, signal-to-noise ratio enhancement, and preservation of crucial information for analysis. The ultimate goal of the paper is to serve as a valuable resource for advancing radar signal processing through the exploration and evaluation of various denoising techniques, providing insights and guidance for future research in this field.