DocumentCode
2346614
Title
A blind statistical approach for optimal receive beam steering in multipath environments
Author
Tsai, Tsung-Yu ; Ko, Ta ; Lin, You-Hsien ; Tsai, Zsehong ; Hsu, Terng-Yin
Author_Institution
Grad. Inst. of Commun. Eng., Nat. Taiwan Univ., Taipei, Taiwan
fYear
2012
fDate
9-12 Sept. 2012
Firstpage
2067
Lastpage
2072
Abstract
A novel blind statistical algorithm for obtaining the optimal receive beam vector with maximum time-domain effective SNR in OFDMA systems under multipath environment is proposed. The basic procedure of the proposed approach is obtained via the coarse cyclic prefix (CP) detection first and the sample average of the correlation matrices is calculated from selected signal samples for later singular value decomposition (SVD) on the averaged correlation matrix. The proposed approach has the following advantages: First, it is accurate even in the presence of high noise power and when the process of the OFDMA sampled signals are not white (i.e. not all subcarriers are allocated for data transmission). Secondly, it can be operated in time-domain with no training signals and no pre-assumption of the antenna array structure. Hence, it could be applied directly to a variety of existing OFDMA systems and its design can be made relatively simple for implementation. Theoretical proofs of its optimality and the guarantee of convergence are also provided in this paper. Finally, simulation results verifies the theoretical analysis and shows that the proposed approach can accurately achieve a near optimal SNR gain even in low SNR environment and has a convergence speed within two OFDM symbols.
Keywords
OFDM modulation; antenna arrays; array signal processing; beam steering; frequency division multiple access; multipath channels; singular value decomposition; OFDM symbols; OFDMA systems; antenna array structure; blind statistical approach; coarse cyclic prefix detection; correlation matrices; correlation matrix; multipath environments; optimal receive beam steering; optimal receive beam vector; singular value decomposition; Array signal processing; Constellation diagram; Convergence; Imaging; OFDM; Signal to noise ratio; Time domain analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Personal Indoor and Mobile Radio Communications (PIMRC), 2012 IEEE 23rd International Symposium on
Conference_Location
Sydney, NSW
ISSN
2166-9570
Print_ISBN
978-1-4673-2566-0
Electronic_ISBN
2166-9570
Type
conf
DOI
10.1109/PIMRC.2012.6362695
Filename
6362695
Link To Document