Title :
Denoising radar signals using complex wavelet
Author :
Wei, Guohua ; Wu, Siliang
Author_Institution :
Dept. of Electron. Eng., Beijing Inst. of Technol., China
Abstract :
In this paper, an extended SURE procedure is proposed to denoise radar I/Q orthogonal complex signals with Doppler phase shift using complex wavelet. Waveshrink has proven to be a powerful tool for the problem of signal extraction from noisy data. A key step of the procedure is the selection of the threshold parameter. Donoho and Johnstone propose of the threshold based on a SURE procedure for real signals. In this paper, we first review the minimax threshold selection procedure and then propose to extend the use of SURE procedure for denoising radar signals with complex-valued discrete wavelet transforms. At last, an example is used to show that the extended SURE procedure is an effective method for denoising radar signals.
Keywords :
Doppler shift; discrete wavelet transforms; radar signal processing; Doppler phase shift; complex-valued discrete wavelet transform; extended SURE procedure; minimax threshold selection procedure; radar I/Q orthogonal complex signals; radar signal denoising; waveshrink; Equations; Least squares approximation; Least squares methods; Minimax techniques; Noise reduction; Radar applications; Random variables; Wavelet coefficients; Wavelet domain; Wavelet transforms;
Conference_Titel :
Signal Processing and Its Applications, 2003. Proceedings. Seventh International Symposium on
Print_ISBN :
0-7803-7946-2
DOI :
10.1109/ISSPA.2003.1224710