Space-time adaptive reduced-rank multistage Wiener filtering for asynchronous DS-CDMA
An adaptive near-far resistant self-synchronizing receiver for asynchronous direct-sequence (DS) code-division multiple access (CDMA) systems with a J-element antenna array is presented in this paper. The primary requirement is prior knowledge of the spreading-code sequence of the desired user. A lo...
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Veröffentlicht in: | IEEE transactions on signal processing 2004-07, Vol.52 (7), p.1862-1877 |
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description | An adaptive near-far resistant self-synchronizing receiver for asynchronous direct-sequence (DS) code-division multiple access (CDMA) systems with a J-element antenna array is presented in this paper. The primary requirement is prior knowledge of the spreading-code sequence of the desired user. A low-complexity version of the proposed receiver is developed that utilizes the concept of the reduced-rank multistage Wiener filter (MWF) introduced recently by Goldstein and Reed. This results in a self-synchronizing detection criterion that requires no inversion or eigen-decomposition of a covariance matrix. It also achieves a rapid adaptive convergence with only limited data support. Simulation results show that the proposed receiver provides superior performance both as an increasing function of the size of the J-element antenna array and the amount of sample support. As a consequence, this new self-synchronizing communications receiver significantly outperforms the conventional DS-CDMA receiver that uses a standard matched filter for acquisition. When compared with the MMSE-type receiver, the proposed receiver can accomplish a similar performance level without the requirement of known propagation delays. |
doi_str_mv | 10.1109/TSP.2004.828907 |
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The primary requirement is prior knowledge of the spreading-code sequence of the desired user. A low-complexity version of the proposed receiver is developed that utilizes the concept of the reduced-rank multistage Wiener filter (MWF) introduced recently by Goldstein and Reed. This results in a self-synchronizing detection criterion that requires no inversion or eigen-decomposition of a covariance matrix. It also achieves a rapid adaptive convergence with only limited data support. Simulation results show that the proposed receiver provides superior performance both as an increasing function of the size of the J-element antenna array and the amount of sample support. As a consequence, this new self-synchronizing communications receiver significantly outperforms the conventional DS-CDMA receiver that uses a standard matched filter for acquisition. When compared with the MMSE-type receiver, the proposed receiver can accomplish a similar performance level without the requirement of known propagation delays.</description><identifier>ISSN: 1053-587X</identifier><identifier>EISSN: 1941-0476</identifier><identifier>DOI: 10.1109/TSP.2004.828907</identifier><identifier>CODEN: ITPRED</identifier><language>eng</language><publisher>New York, NY: IEEE</publisher><subject>Adaptive arrays ; Adaptive systems ; Antenna arrays ; Antennas and propagation ; Applied sciences ; Communication standards ; Convergence ; Covariance matrix ; Delay ; Detection, estimation, filtering, equalization, prediction ; Exact sciences and technology ; Information, signal and communications theory ; Inversions ; Matched filters ; Multiaccess communication ; Multistage ; Receivers ; Receiving antennas ; Reeds ; Signal and communications theory ; Signal, noise ; Studies ; Telecommunications and information theory ; Wiener filter</subject><ispartof>IEEE transactions on signal processing, 2004-07, Vol.52 (7), p.1862-1877</ispartof><rights>2004 INIST-CNRS</rights><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2004</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c379t-16b0fa835fc8e3b70cefa79d95d8e7f624550ab56a2fca85815096e6920d85623</citedby><cites>FETCH-LOGICAL-c379t-16b0fa835fc8e3b70cefa79d95d8e7f624550ab56a2fca85815096e6920d85623</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/1306642$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,780,784,796,27923,27924,54757</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/1306642$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=15865548$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Chia-Chang Hu</creatorcontrib><creatorcontrib>Reed, I.S.</creatorcontrib><title>Space-time adaptive reduced-rank multistage Wiener filtering for asynchronous DS-CDMA</title><title>IEEE transactions on signal processing</title><addtitle>TSP</addtitle><description>An adaptive near-far resistant self-synchronizing receiver for asynchronous direct-sequence (DS) code-division multiple access (CDMA) systems with a J-element antenna array is presented in this paper. The primary requirement is prior knowledge of the spreading-code sequence of the desired user. A low-complexity version of the proposed receiver is developed that utilizes the concept of the reduced-rank multistage Wiener filter (MWF) introduced recently by Goldstein and Reed. This results in a self-synchronizing detection criterion that requires no inversion or eigen-decomposition of a covariance matrix. It also achieves a rapid adaptive convergence with only limited data support. Simulation results show that the proposed receiver provides superior performance both as an increasing function of the size of the J-element antenna array and the amount of sample support. As a consequence, this new self-synchronizing communications receiver significantly outperforms the conventional DS-CDMA receiver that uses a standard matched filter for acquisition. When compared with the MMSE-type receiver, the proposed receiver can accomplish a similar performance level without the requirement of known propagation delays.</description><subject>Adaptive arrays</subject><subject>Adaptive systems</subject><subject>Antenna arrays</subject><subject>Antennas and propagation</subject><subject>Applied sciences</subject><subject>Communication standards</subject><subject>Convergence</subject><subject>Covariance matrix</subject><subject>Delay</subject><subject>Detection, estimation, filtering, equalization, prediction</subject><subject>Exact sciences and technology</subject><subject>Information, signal and communications theory</subject><subject>Inversions</subject><subject>Matched filters</subject><subject>Multiaccess communication</subject><subject>Multistage</subject><subject>Receivers</subject><subject>Receiving antennas</subject><subject>Reeds</subject><subject>Signal and communications theory</subject><subject>Signal, noise</subject><subject>Studies</subject><subject>Telecommunications and information theory</subject><subject>Wiener filter</subject><issn>1053-587X</issn><issn>1941-0476</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2004</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNp9kctLxDAQxoso-Dx78FIE9dTdSdq8jrLrCxSFXdFbyKYTjXbbNWkF_3tbVhA8eJqB-X0fM_MlySGBESGgxvPZw4gCFCNJpQKxkewQVZAMCsE3-x5YnjEpnreT3RjfAEhRKL6TPM5WxmLW-iWmpjSr1n9iGrDsLJZZMPV7uuyq1sfWvGD65LHGkDpftRh8_ZK6JqQmftX2NTR108V0Ossm07vz_WTLmSriwU_dSx4vL-aT6-z2_upmcn6b2VyoNiN8Ac7InDkrMV8IsOiMUKVipUThOC0YA7Ng3FBnjWSSMFAcuaJQSsZpvpecrX1XofnoMLZ66aPFqjI19utoBYRzkEL25Om_JJU8p0AH8PgP-NZ0oe6v0LLfVFCqBmi8hmxoYgzo9Cr4pQlfmoAe0tB9GnpIQ6_T6BUnP7YmWlO5_rXWx18Zk5yxYnA-WnMeEX_HOXBe0PwbpSuRxw</recordid><startdate>20040701</startdate><enddate>20040701</enddate><creator>Chia-Chang Hu</creator><creator>Reed, I.S.</creator><general>IEEE</general><general>Institute of Electrical and Electronics Engineers</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>RIA</scope><scope>RIE</scope><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>F28</scope><scope>FR3</scope></search><sort><creationdate>20040701</creationdate><title>Space-time adaptive reduced-rank multistage Wiener filtering for asynchronous DS-CDMA</title><author>Chia-Chang Hu ; Reed, I.S.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c379t-16b0fa835fc8e3b70cefa79d95d8e7f624550ab56a2fca85815096e6920d85623</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2004</creationdate><topic>Adaptive arrays</topic><topic>Adaptive systems</topic><topic>Antenna arrays</topic><topic>Antennas and propagation</topic><topic>Applied sciences</topic><topic>Communication standards</topic><topic>Convergence</topic><topic>Covariance matrix</topic><topic>Delay</topic><topic>Detection, estimation, filtering, equalization, prediction</topic><topic>Exact sciences and technology</topic><topic>Information, signal and communications theory</topic><topic>Inversions</topic><topic>Matched filters</topic><topic>Multiaccess communication</topic><topic>Multistage</topic><topic>Receivers</topic><topic>Receiving antennas</topic><topic>Reeds</topic><topic>Signal and communications theory</topic><topic>Signal, noise</topic><topic>Studies</topic><topic>Telecommunications and information theory</topic><topic>Wiener filter</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Chia-Chang Hu</creatorcontrib><creatorcontrib>Reed, I.S.</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>Pascal-Francis</collection><collection>CrossRef</collection><collection>Computer and Information Systems Abstracts</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>ProQuest Computer Science Collection</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>Computer and Information Systems Abstracts Academic</collection><collection>Computer and Information Systems Abstracts Professional</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><jtitle>IEEE transactions on signal processing</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Chia-Chang Hu</au><au>Reed, I.S.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Space-time adaptive reduced-rank multistage Wiener filtering for asynchronous DS-CDMA</atitle><jtitle>IEEE transactions on signal processing</jtitle><stitle>TSP</stitle><date>2004-07-01</date><risdate>2004</risdate><volume>52</volume><issue>7</issue><spage>1862</spage><epage>1877</epage><pages>1862-1877</pages><issn>1053-587X</issn><eissn>1941-0476</eissn><coden>ITPRED</coden><abstract>An adaptive near-far resistant self-synchronizing receiver for asynchronous direct-sequence (DS) code-division multiple access (CDMA) systems with a J-element antenna array is presented in this paper. The primary requirement is prior knowledge of the spreading-code sequence of the desired user. A low-complexity version of the proposed receiver is developed that utilizes the concept of the reduced-rank multistage Wiener filter (MWF) introduced recently by Goldstein and Reed. This results in a self-synchronizing detection criterion that requires no inversion or eigen-decomposition of a covariance matrix. It also achieves a rapid adaptive convergence with only limited data support. Simulation results show that the proposed receiver provides superior performance both as an increasing function of the size of the J-element antenna array and the amount of sample support. As a consequence, this new self-synchronizing communications receiver significantly outperforms the conventional DS-CDMA receiver that uses a standard matched filter for acquisition. When compared with the MMSE-type receiver, the proposed receiver can accomplish a similar performance level without the requirement of known propagation delays.</abstract><cop>New York, NY</cop><pub>IEEE</pub><doi>10.1109/TSP.2004.828907</doi><tpages>16</tpages></addata></record> |
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subjects | Adaptive arrays Adaptive systems Antenna arrays Antennas and propagation Applied sciences Communication standards Convergence Covariance matrix Delay Detection, estimation, filtering, equalization, prediction Exact sciences and technology Information, signal and communications theory Inversions Matched filters Multiaccess communication Multistage Receivers Receiving antennas Reeds Signal and communications theory Signal, noise Studies Telecommunications and information theory Wiener filter |
title | Space-time adaptive reduced-rank multistage Wiener filtering for asynchronous DS-CDMA |
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