DocumentCode
3218516
Title
LMS beamforming for OFDM system in wavelet domain
Author
El-Khamy, Said E. ; Shokry, Mohamed
Author_Institution
Fac. of Eng., Alexandria Univ., Alexandria, Egypt
fYear
2012
fDate
18-20 July 2012
Firstpage
1
Lastpage
6
Abstract
Frequency selective fading effects in OFDM based high speed wireless communication systems can be highly mitigated by using adaptive antenna arrays. In addition, the use of discrete wavelet transform (DWT) processing in OFDM systems can successfully counter the degrading effect of inter symbol interference (ISI) without the need of cyclic prefix (CP), and hence conserves band width and improves the spectral efficiency. In this paper, an OFDM system utilizing DWT based least mean square (LMS) adaptive beamformer is considered. The use of the wavelet transform reduces the signal space dimension and hence results in low complexity in addition to data denoising. Time saving in signal beamforming processing can be achieved by using different levels of decomposition in the wavelet transform, with acceptable accuracy. Theoretical analysis and computer simulations demonstrate how the suggested scheme, with different wavelet families and different decomposition levels, achieves better beamforming performance with faster convergence, as compared to conventional adaptive beamforming.
Keywords
OFDM modulation; adaptive antenna arrays; adaptive signal processing; array signal processing; discrete wavelet transforms; intersymbol interference; least mean squares methods; radiocommunication; radiofrequency interference; signal denoising; OFDM system; adaptive antenna arrays; data denoising; discrete wavelet transform processing; frequency selective fading effects; high speed wireless communication; intersymbol interference; least mean square adaptive beamformer; least mean square beamforming; signal beamforming processing; signal space dimension reduction; wavelet domain; Array signal processing; Convergence; Discrete wavelet transforms; Least squares approximation; OFDM;
fLanguage
English
Publisher
ieee
Conference_Titel
Communication Systems, Networks & Digital Signal Processing (CSNDSP), 2012 8th International Symposium on
Conference_Location
Poznan
Print_ISBN
978-1-4577-1472-6
Type
conf
DOI
10.1109/CSNDSP.2012.6292746
Filename
6292746
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