DocumentCode
2625981
Title
Method of noise reduction based on SVD and its application in digital receiver front-end
Author
Lin Hu ; Hong Ma ; Li Cheng
Author_Institution
Dept. of Electron. & Inf. Eng., Huazhong Univ. of Sci. & Technol., Wuhan, China
fYear
2012
fDate
15-17 Oct. 2012
Firstpage
511
Lastpage
515
Abstract
A method of noise reduction based on singular value decomposition (SVD) is applied to digital receiver front-end. To determine the optimal de-noising order, a new method is presented according to the curvature of the increment of singular entropy. Verification tests are taken using the simulation signal and the actual output signal from the receiver, respectively. The results show that this method has obviously reduction of the background noise and can guarantee the integrity of the information contained in the signal after noise reduction; in other words, the method can effectively improve the signal-to-noise ratio(SNR) of the receiver front-end.
Keywords
entropy; interference suppression; radio receivers; signal denoising; singular value decomposition; SNR; SVD; background noise reduction; digital receiver front-end; optimal de-noising order; signal-to-noise ratio; singular entropy; singular value decomposition; Entropy; Noise measurement; Noise reduction; Receivers; Signal to noise ratio; Singular value decomposition; Curvature spectrum; noise reduction; singular value decomposition;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications (APCC), 2012 18th Asia-Pacific Conference on
Conference_Location
Jeju Island
Print_ISBN
978-1-4673-4726-6
Electronic_ISBN
978-1-4673-4727-3
Type
conf
DOI
10.1109/APCC.2012.6388246
Filename
6388246
Link To Document