Title :
MMSE equalization for discrete wavelet packet based OFDM
Author :
Farrukh, Fasih-ud-Din ; Baig, Sobia ; Mughal, M. Junaid
Author_Institution :
Fac. of Electron. Eng., Ghulam Ishaq Khan Inst. of Eng. Sci. & Technol., Swabi, Pakistan
Abstract :
In orthogonal frequency division multiplexing (OFDM), Fourier Transform (FT) is used as a modulation technique. To avoid inter-symbol interference (ISI) in OFDM by a time dispersive channel, a cyclic prefix (CP) is used which also reduces its spectral efficiency. wavelet packet transform (WPT) as a modulation scheme has been proposed for wireless communication. In this paper, WPT based OFDM is presented and proposed using minimum mean square error (MMSE) equalizer. Equalization is a major factor in wavelets. MMSE is proposed for wavelet based OFDM (WOFDM) based on WPT and compared with zero forcing equalizer (ZFE). The performance is measured for arbitrary magnitude finite impulse response (FIR) channels in the presence of additive white Gaussian noise (AWGN) and impulse noise. Simulation results show a clear improvement in bit error rate (BER) for MMSE over ZFE equalization technique in the presence of noise.
Keywords :
AWGN channels; OFDM modulation; equalisers; error statistics; impulse noise; intersymbol interference; least mean squares methods; wavelet transforms; wireless channels; AWGN; BER; FIR channel; MMSE equalization; OFDM; additive white Gaussian noise; bit error rate; cyclic prefix; discrete wavelet packet transform; finite impulse response; impulse noise; inter-symbol interference; minimum mean square error equalizer; modulation technique; orthogonal frequency division multiplexing; time dispersive channel; wireless communication; AWGN; Additive white noise; Bit error rate; Discrete wavelet transforms; Equalizers; Fourier transforms; Gaussian noise; Interference; OFDM modulation; Wavelet packets; Cyclic Prefix; Discrete Wavelet Packet Transform; Minimum Mean Square Error;
Conference_Titel :
Electrical Engineering, 2009. ICEE '09. Third International Conference on
Conference_Location :
Lahore
Print_ISBN :
978-1-4244-4360-4
Electronic_ISBN :
978-1-4244-4361-1
DOI :
10.1109/ICEE.2009.5173167