• 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