• DocumentCode
    2924571
  • Title

    Implementation of FFT using discrete wavelet packet transform (DWPT) and its application to SNR estimation in OFDM systems

  • Author

    Manzoor, Rana Shahid ; Gani, Regina ; Jeoti, Varun ; Kamel, Nidal ; Asif, Muhammad

  • Author_Institution
    Electrical & Electronic Engineering Department, Universiti Teknologi PETRONAS (UTP), Bandar Seri Iskandar, 31750 Tronoh, Perak Darul Ridzuan, Malaysia
  • Volume
    4
  • fYear
    2008
  • fDate
    26-28 Aug. 2008
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    In this paper, wavelet packet based FFT and its application to SNR estimation is proposed. OFDM systems demodulate data using FFT. The proposed solution computes the exact result, and its computational complexity is same order of FFT, i.e. O(Nlog2 N). SNR estimation is done inside wavelet packet based FFT block unlike previous SNR estimations techniques which perform SNR estimation after FFT. Wavelet packet analyzed data is used to perform SNR estimation. The proposed estimator is taking into consideration the different noise power levels over the OFDM sub-carriers. The OFDM band is divided into several sub-bands using wavelet packet and noise in each sub-band is considered white. The second-order statistics of the transmitted OFDM preamble are calculated in each sub-band and the power noise is estimated. The proposed estimator is compared with Reddy’s estimator for colored noise in terms of mean square error (MSE).
  • Keywords
    Computational complexity; Data analysis; Discrete wavelet transforms; Noise level; OFDM; Performance analysis; Signal to noise ratio; Statistics; Wavelet analysis; Wavelet packets;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology, 2008. ITSim 2008. International Symposium on
  • Conference_Location
    Kuala Lumpur, Malaysia
  • Print_ISBN
    978-1-4244-2327-9
  • Electronic_ISBN
    978-1-4244-2328-6
  • Type

    conf

  • DOI
    10.1109/ITSIM.2008.4631894
  • Filename
    4631894