DocumentCode
3395180
Title
MI-NLMS adaptive beamforming algorithm for OFDM system
Author
Islam, M. ; Misran, N.
Author_Institution
Fac. of Eng. & Technol., Multimedia Univ., Melaka
fYear
2008
fDate
17-18 March 2008
Firstpage
369
Lastpage
372
Abstract
OFDM is a multi-carrier technique that recently has received more attention for high speed wireless communication. A matrix inversion normalized least mean square (MI-NLMS) adaptive beamforming algorithm was developed for OFDM system. The algorithm was developed by combining the sample matrix inversion (SMI) and the normalized least mean square (NLMS) algorithms taking the individual good aspects of both algorithms; the block adaptive and sample by sample techniques. Based on the obtained results, it appears that the MI-NLMS has more reliable and faster convergence compared to the least mean square (LMS) algorithm. Simulation results showed that bit error rate (BER) improves 81 % by using 8 elements antenna array compared to single element antenna and 92% at 256 pilots compared to BER at 32 pilots for the MI-NLMS algorithm.
Keywords
OFDM modulation; antenna arrays; array signal processing; error statistics; matrix inversion; BER; MI-NLMS adaptive beamforming algorithm; OFDM system; antenna arrays; bit error rate; high speed wireless communication; matrix inversion normalized least mean square methods; multicarrier technique; sample matrix inversion; Adaptive arrays; Antenna arrays; Antennas and propagation; Array signal processing; Bit error rate; Convergence; Frequency domain analysis; Interchannel interference; OFDM; Space technology; BER; Digital beamforming (DBF); convergence; mean square error;
fLanguage
English
Publisher
ieee
Conference_Titel
Antennas and Propagation Conference, 2008. LAPC 2008. Loughborough
Conference_Location
Loughborough
Print_ISBN
978-1-4244-1893-0
Electronic_ISBN
978-1-4244-1894-7
Type
conf
DOI
10.1109/LAPC.2008.4516943
Filename
4516943
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