Title :
Performance of different wavelet families using DWT and DWPT-channel equalization using ZF and MMSE
Author :
Asif, R. ; Hussaini, A.S. ; Abd-Alhameed, R.A. ; Jones, S.M.R. ; Noras, J.M. ; Elkhazmi, E. ; Rodriguez, Jose
Author_Institution :
Univ. Bradford, Bradford, UK
Abstract :
We have studied the performance of multidimensional signaling techniques using wavelets based modulation within an orthogonally multiplexed communication system. The discrete wavelets transform and wavelet packet modulation techniques have been studied using Daubechies 2 and 8, Biothogonal1.5 and 3.1 and reverse Biorthognal 1.5 and 3.1 wavelets in the presence of Rayleigh multipath fading channels with AWGN. Results showed that DWT based systems outperform WPM systems both in terms of BER vs. SNR performance as well as processing. The performances of two different equalizations techniques, namely zero forcing (ZF) and minimum mean square error (MMSE), were also compared using DWT. When the channel is modeled using Rayleigh multipath fading, AWGN and ISI both techniques yield similar performance.
Keywords :
Rayleigh channels; discrete cosine transforms; equalisers; error statistics; mean square error methods; telecommunication signalling; AWGN; BER performance; DWPT; DWT; DWT based systems; Daubechies; MMSE; Rayleigh multipath fading; Rayleigh multipath fading channels; SNR performance; ZF; channel equalization; discrete wavelets transform; minimum mean square error; multidimensional signaling techniques; orthogonally multiplexed communication system; reverse biorthognal; wavelet families; wavelet packet modulation techniques; wavelets based modulation; zero forcing; Decision support systems; DWT; Minimum Mean Squared Error; OFDM; WPT; Wavelets; Zero-Forcing;
Conference_Titel :
Design and Test Symposium (IDT), 2013 8th International
Conference_Location :
Marrakesh
DOI :
10.1109/IDT.2013.6727136