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
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;
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
DOI :
10.1109/ITSIM.2008.4631894