A blind statistical approach for optimal receive beam steering in multipath environments
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...
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creator | Tsung-Yu Tsai Ta Ko You-Hsien Lin Zsehong Tsai Terng-Yin Hsu |
description | 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. |
doi_str_mv | 10.1109/PIMRC.2012.6362695 |
format | Conference Proceeding |
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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. 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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.</description><subject>Array signal processing</subject><subject>Constellation diagram</subject><subject>Convergence</subject><subject>Imaging</subject><subject>OFDM</subject><subject>Signal to noise ratio</subject><subject>Time domain analysis</subject><issn>2166-9570</issn><isbn>9781467325660</isbn><isbn>146732566X</isbn><isbn>9781467325684</isbn><isbn>1467325694</isbn><isbn>9781467325691</isbn><isbn>1467325686</isbn><fulltext>true</fulltext><rsrctype>conference_proceeding</rsrctype><creationdate>2012</creationdate><recordtype>conference_proceeding</recordtype><sourceid>6IE</sourceid><sourceid>RIE</sourceid><recordid>eNpVUMtKAzEUjahgqfMDuskPzJh3JstS1BYqiii4K8nMjY3MiyQW_HsH7MazOZwHl8tB6IaSilJi7l62T6_rihHKKsUVU0aeocLomgqlOZOqFuf_tCIXaMGoUqWRmlyhIqUvMqNmVBC2QB8r7LowtDhlm0PKobEdttMUR9scsB8jHqcc-tmM0EA4AnZg-7kNEMPwicOA--8uh8nmA4bhGOI49DDkdI0uve0SFCdeoveH-7f1ptw9P27Xq10ZqJa5BKl463QtvTac-NooL8AS1npHTSNaZxShnDLBW1s7qVvtZ-lAENPMseJLdPt3NwDAforzr_Fnf9qG_wI73lbX</recordid><startdate>201209</startdate><enddate>201209</enddate><creator>Tsung-Yu Tsai</creator><creator>Ta Ko</creator><creator>You-Hsien Lin</creator><creator>Zsehong Tsai</creator><creator>Terng-Yin Hsu</creator><general>IEEE</general><scope>6IE</scope><scope>6IL</scope><scope>CBEJK</scope><scope>RIE</scope><scope>RIL</scope></search><sort><creationdate>201209</creationdate><title>A blind statistical approach for optimal receive beam steering in multipath environments</title><author>Tsung-Yu Tsai ; Ta Ko ; You-Hsien Lin ; Zsehong Tsai ; Terng-Yin Hsu</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-i175t-e563db785f7930f896f4ea02dfb19c4db960131243da8b57d7f131be409cc4d63</frbrgroupid><rsrctype>conference_proceedings</rsrctype><prefilter>conference_proceedings</prefilter><language>eng</language><creationdate>2012</creationdate><topic>Array signal processing</topic><topic>Constellation diagram</topic><topic>Convergence</topic><topic>Imaging</topic><topic>OFDM</topic><topic>Signal to noise ratio</topic><topic>Time domain analysis</topic><toplevel>online_resources</toplevel><creatorcontrib>Tsung-Yu Tsai</creatorcontrib><creatorcontrib>Ta Ko</creatorcontrib><creatorcontrib>You-Hsien Lin</creatorcontrib><creatorcontrib>Zsehong Tsai</creatorcontrib><creatorcontrib>Terng-Yin Hsu</creatorcontrib><collection>IEEE Electronic Library (IEL) Conference Proceedings</collection><collection>IEEE Proceedings Order Plan All Online (POP All Online) 1998-present by volume</collection><collection>IEEE Xplore All Conference Proceedings</collection><collection>IEEE Electronic Library (IEL)</collection><collection>IEEE Proceedings Order Plans (POP All) 1998-Present</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Tsung-Yu Tsai</au><au>Ta Ko</au><au>You-Hsien Lin</au><au>Zsehong Tsai</au><au>Terng-Yin Hsu</au><format>book</format><genre>proceeding</genre><ristype>CONF</ristype><atitle>A blind statistical approach for optimal receive beam steering in multipath environments</atitle><btitle>2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC)</btitle><stitle>PIMRC</stitle><date>2012-09</date><risdate>2012</risdate><spage>2067</spage><epage>2072</epage><pages>2067-2072</pages><issn>2166-9570</issn><isbn>9781467325660</isbn><isbn>146732566X</isbn><eisbn>9781467325684</eisbn><eisbn>1467325694</eisbn><eisbn>9781467325691</eisbn><eisbn>1467325686</eisbn><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.</abstract><pub>IEEE</pub><doi>10.1109/PIMRC.2012.6362695</doi><tpages>6</tpages></addata></record> |
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ispartof | 2012 IEEE 23rd International Symposium on Personal, Indoor and Mobile Radio Communications - (PIMRC), 2012, p.2067-2072 |
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language | eng |
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source | IEEE Electronic Library (IEL) Conference Proceedings |
subjects | Array signal processing Constellation diagram Convergence Imaging OFDM Signal to noise ratio Time domain analysis |
title | A blind statistical approach for optimal receive beam steering in multipath environments |
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