Redundant Residue Number System Assisted Multicarrier Direct-Sequence Code-Division Dynamic Multiple Access for Cognitive Radios

A redundant residue number system (RRNS)-assisted multicarrier direct-sequence code-division dynamic multiple-access (MC/DS-CDDMA) scheme is proposed for application in cognitive radios (CRs). Taking the advantages of both multicarrier direct-sequence code-division multiple access and RRNS, the RRNS...

Full description

Saved in:
Bibliographic Details
Published in:IEEE transactions on vehicular technology Vol. 61; no. 3; pp. 1234 - 1250
Main Authors: Zhang, Shuo, Yang, Lie-Liang, Zhang, Youguang
Format: Journal Article
Language:English
Published: New York, NY IEEE 01.03.2012
Institute of Electrical and Electronics Engineers
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:
ISSN:0018-9545, 1939-9359
Online Access:Get full text
Tags: Add Tag
No Tags, Be the first to tag this record!
Abstract A redundant residue number system (RRNS)-assisted multicarrier direct-sequence code-division dynamic multiple-access (MC/DS-CDDMA) scheme is proposed for application in cognitive radios (CRs). Taking the advantages of both multicarrier direct-sequence code-division multiple access and RRNS, the RRNS MC/DS-CDDMA has a low complexity for implementation and a high flexibility for reconfiguration and is robust to dynamic spectrums. Associated with the RRNS MC/DS-CDDMA, in this paper, the so-called receiver multiuser diversity aided multistage minimum mean-square error multiuser detector (RMD/MS-MMSE MUD) is considered for signal detection. Specifically, three types of RMD/MS-MMSE MUDs are proposed: Type-I.1, Type-II.1, and Type-I.2 RMD/MS-MMSE MUDs. In these MUD schemes, the Type-I.1 MUD carries out the joint detection of all the subcarrier signals using both the observations and the channel state information (CSI) of all the subcarriers. In the Type-I.2 and Type-II.1 RMD/MS-MMSE MUDs, the embedded MMSE-MUDs are implemented subcarrier by subcarrier independently. Furthermore, in the Type-I.2 RMD/MS-MMSE MUD, the autocorrelation matrices used by the MMSE-MUDs are free from CSI. Explicitly, both Type-II.1 and Type-I.2 RMD/MS-MMSE MUDs are suitable for operation in dynamic spectrum environments. Furthermore, our simulation results show that the preceding three types of RMD/MS-MMSE MUDs are capable of making the RRNS MC/DS-CDDMA systems achieve similar error and throughput performance. Owing to the foregoing merits, the RRNS MC/DS-CDDMA employing either Type-I.2 or Type-II.1 RMD/MS-MMSE MUD may be considered one of the highly promising dynamic multiple-access schemes for application in CR systems.
AbstractList A redundant residue number system (RRNS)-assisted multicarrier direct-sequence code-division dynamic multiple-access (MC/DS-CDDMA) scheme is proposed for application in cognitive radios (CRs). Taking the advantages of both multicarrier direct-sequence code-division multiple access and RRNS, the RRNS MC/DS-CDDMA has a low complexity for implementation and a high flexibility for reconfiguration and is robust to dynamic spectrums. Associated with the RRNS MC/DS-CDDMA, in this paper, the so-called receiver multiuser diversity aided multistage minimum mean-square error multiuser detector (RMD/MS-MMSE MUD) is considered for signal detection. Specifically, three types of RMD/MS-MMSE MUDs are proposed: Type-I.1, Type-II.1, and Type-I.2 RMD/MS-MMSE MUDs. In these MUD schemes, the Type-I.1 MUD carries out the joint detection of all the subcarrier signals using both the observations and the channel state information (CSI) of all the subcarriers. In the Type-I.2 and Type-II.1 RMD/MS-MMSE MUDs, the embedded MMSE-MUDs are implemented subcarrier by subcarrier independently. Furthermore, in the Type-I.2 RMD/MS-MMSE MUD, the autocorrelation matrices used by the MMSE-MUDs are free from CSI. Explicitly, both Type-II.1 and Type-I.2 RMD/MS-MMSE MUDs are suitable for operation in dynamic spectrum environments. Furthermore, our simulation results show that the preceding three types of RMD/MS-MMSE MUDs are capable of making the RRNS MC/DS-CDDMA systems achieve similar error and throughput performance. Owing to the foregoing merits, the RRNS MC/DS-CDDMA employing either Type-I.2 or Type-II.1 RMD/MS-MMSE MUD may be considered one of the highly promising dynamic multiple-access schemes for application in CR systems.
Author Lie-Liang Yang
Youguang Zhang
Shuo Zhang
Author_xml – sequence: 1
  givenname: Shuo
  surname: Zhang
  fullname: Zhang, Shuo
– sequence: 2
  givenname: Lie-Liang
  surname: Yang
  fullname: Yang, Lie-Liang
– sequence: 3
  givenname: Youguang
  surname: Zhang
  fullname: Zhang, Youguang
BackLink http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=26136731$$DView record in Pascal Francis
BookMark eNp9kU1rGzEQhkVJoU7ae6EXUSj0sq6-vToaO_2AtAXH9LpopVFR2NW6kjbgW396ZWxyyKEnSczzaoZ5rtFVnCIg9JaSJaVEf9r_2i8ZoWzJaCuoUC_QgmquG82lvkILQmjbaCnkK3Sd80N9CqHpAv3dgZujM7HgHeTgZsA_5rGHhO-PucCI1zmHenH4-zyUYE1KoRa3IYEtzT38mSFawJvJQbMNjyGHKeLtMZox2HPkMABeWws5Yz-lSv6OoYRHwDvjwpRfo5feDBneXM4btP98u998be5-fvm2Wd81lkteGgEr4hlnK6G5Y0SwXknHrJAGfOslcYz3SgjiWyq14NZ7WznTQ--p85LfoI_nbw9pqjPn0o0hWxgGE2Gac0cJ1Upy0rYVff8MfZjmFOtwnWa67k2JE_ThAplszeCTiTbk7pDCaNKxY4pyteK0cuTM2TTlnMA_IZR0J3FdFdedxHUXcTWinkVsKKbUxZZkwvC_4LtzMADAUx9FWfWu-D_tr6he
CODEN ITVTAB
CitedBy_id crossref_primary_10_1109_TWC_2013_031813_121113
crossref_primary_10_1109_TC_2015_2435773
Cites_doi 10.1093/imamci/dnl020
10.1109/12.214689
10.1109/TCOMM.2010.091710.090263
10.1109/VETECF.2010.5594205
10.1109/TWC.2002.804161
10.1002/0470863110
10.1016/j.comnet.2006.05.001
10.1109/PROC.1966.5275
10.1109/VETECS.2011.5956569
10.1109/VETECF.2009.5379007
10.1109/MCOM.2003.1235603
10.1109/35.989783
10.1109/26.780460
10.1007/978-1-4615-6231-3_20
10.1109/98.788210
10.1109/12.237724
10.1214/aoms/1177728975
10.1109/VETECS.2010.5493921
10.1093/imamci/dni050
10.1007/978-1-4615-6231-3_18
10.1109/GLOCOM.2000.891267
10.1155/2008/541410
10.1109/JPROC.2009.2015717
10.1109/TCOMM.2002.1010615
10.1109/T-WC.2008.060857
10.1002/ett.4460090607
10.1109/SURV.2009.090109
ContentType Journal Article
Copyright 2015 INIST-CNRS
Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Mar 2012
Copyright_xml – notice: 2015 INIST-CNRS
– notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Mar 2012
DBID 97E
RIA
RIE
AAYXX
CITATION
IQODW
7SP
8FD
FR3
KR7
L7M
F28
DOI 10.1109/TVT.2012.2184146
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005–Present
IEEE All-Society Periodicals Package (ASPP) 1998–Present
IEEE Electronic Library (IEL)
CrossRef
Pascal-Francis
Electronics & Communications Abstracts
Technology Research Database
Engineering Research Database
Civil Engineering Abstracts
Advanced Technologies Database with Aerospace
ANTE: Abstracts in New Technology & Engineering
DatabaseTitle CrossRef
Civil Engineering Abstracts
Engineering Research Database
Technology Research Database
Advanced Technologies Database with Aerospace
Electronics & Communications Abstracts
ANTE: Abstracts in New Technology & Engineering
DatabaseTitleList
Civil Engineering Abstracts
Civil Engineering Abstracts
Database_xml – sequence: 1
  dbid: RIE
  name: IEEE Electronic Library (IEL)
  url: https://ieeexplore.ieee.org/
  sourceTypes: Publisher
DeliveryMethod fulltext_linktorsrc
Discipline Engineering
Applied Sciences
EISSN 1939-9359
EndPage 1250
ExternalDocumentID 2613898701
26136731
10_1109_TVT_2012_2184146
6129546
Genre orig-research
GroupedDBID -~X
.DC
0R~
29I
3EH
4.4
5GY
5VS
6IK
97E
AAIKC
AAJGR
AAMNW
AARMG
AASAJ
AAWTH
ABAZT
ABQJQ
ABVLG
ACGFO
ACGFS
ACIWK
ACNCT
AENEX
AETIX
AGQYO
AGSQL
AHBIQ
AI.
AIBXA
AKJIK
AKQYR
ALLEH
ALMA_UNASSIGNED_HOLDINGS
ASUFR
ATWAV
BEFXN
BFFAM
BGNUA
BKEBE
BPEOZ
CS3
DU5
EBS
EJD
HZ~
H~9
IAAWW
IBMZZ
ICLAB
IFIPE
IFJZH
IPLJI
JAVBF
LAI
M43
MS~
O9-
OCL
P2P
RIA
RIE
RNS
RXW
TAE
TN5
VH1
AAYXX
CITATION
IQODW
RIG
7SP
8FD
FR3
KR7
L7M
F28
ID FETCH-LOGICAL-c353t-4e70f2327493d2042b65d2c45aef8f50d23b6440f815943cffc3d2abebf1df53
IEDL.DBID RIE
ISICitedReferencesCount 2
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000302081500026&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
ISSN 0018-9545
IngestDate Mon Sep 29 06:08:48 EDT 2025
Sun Nov 09 08:39:04 EST 2025
Mon Jul 21 09:14:44 EDT 2025
Tue Nov 18 22:26:33 EST 2025
Sat Nov 29 02:18:07 EST 2025
Tue Aug 26 17:18:14 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 3
Keywords Parameter estimation
Redundant system
Current source converter
Subcarrier
Flexibility
Implementation
multiuser detection (MUD)
Mean square error
redundant residue number system (RRNS)
Channel estimation
dynamic multiple access (DMA)
Reconfigurable architectures
Direct sequence
multicarrier modulation
Multistage circuit
Signal detection
Multiuser detection
Multiple access
Multistage method
Multicarrier
Residue number systems
Receiver
Information transmission
cognitive radios (CRs)
Joint detection
residue number system (RNS)
Code-division multiple access
Code division multiple access
Autocorrelation
Software radio
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
CC BY 4.0
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c353t-4e70f2327493d2042b65d2c45aef8f50d23b6440f815943cffc3d2abebf1df53
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ObjectType-Article-2
ObjectType-Feature-1
content type line 23
PQID 929144648
PQPubID 85454
PageCount 17
ParticipantIDs proquest_journals_929144648
pascalfrancis_primary_26136731
proquest_miscellaneous_1019653088
crossref_citationtrail_10_1109_TVT_2012_2184146
crossref_primary_10_1109_TVT_2012_2184146
ieee_primary_6129546
PublicationCentury 2000
PublicationDate 2012-03-01
PublicationDateYYYYMMDD 2012-03-01
PublicationDate_xml – month: 03
  year: 2012
  text: 2012-03-01
  day: 01
PublicationDecade 2010
PublicationPlace New York, NY
PublicationPlace_xml – name: New York, NY
– name: New York
PublicationTitle IEEE transactions on vehicular technology
PublicationTitleAbbrev TVT
PublicationYear 2012
Publisher IEEE
Institute of Electrical and Electronics Engineers
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml – name: IEEE
– name: Institute of Electrical and Electronics Engineers
– name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References ref34
ref15
ref14
yang (ref27) 1999
ref31
ref30
ref33
ref32
ref10
bertsekas (ref25) 1992
ref2
ref1
szabo (ref13) 1967
ref17
ref16
ref19
ref18
(ref3) 2005
ref24
ref23
ref26
ref20
proakis (ref29) 1995
ref22
ref21
yang (ref11) 2009
ref8
ref7
ref9
ref4
yang (ref28) 2001
ref6
watson (ref12) 1966; 54
ref5
References_xml – ident: ref34
  doi: 10.1093/imamci/dnl020
– ident: ref14
  doi: 10.1109/12.214689
– ident: ref20
  doi: 10.1109/TCOMM.2010.091710.090263
– ident: ref23
  doi: 10.1109/VETECF.2010.5594205
– start-page: 894
  year: 1999
  ident: ref27
  article-title: Ratio statistic test assisted residue number system based parallel communication systems
  publication-title: Proc IEEE VTC
– year: 1992
  ident: ref25
  publication-title: Data Networks
– ident: ref19
  doi: 10.1109/TWC.2002.804161
– ident: ref16
  doi: 10.1002/0470863110
– ident: ref4
  doi: 10.1016/j.comnet.2006.05.001
– volume: 54
  start-page: 1920
  year: 1966
  ident: ref12
  article-title: self-checked computation using residue arithmetic
  publication-title: Proceedings of the IEEE
  doi: 10.1109/PROC.1966.5275
– ident: ref7
  doi: 10.1109/VETECS.2011.5956569
– year: 1995
  ident: ref29
  publication-title: Digital Communications
– ident: ref21
  doi: 10.1109/VETECF.2009.5379007
– ident: ref8
  doi: 10.1109/MCOM.2003.1235603
– ident: ref9
  doi: 10.1109/35.989783
– ident: ref17
  doi: 10.1109/26.780460
– ident: ref32
  doi: 10.1007/978-1-4615-6231-3_20
– ident: ref2
  doi: 10.1109/98.788210
– ident: ref26
  doi: 10.1109/12.237724
– ident: ref24
  doi: 10.1214/aoms/1177728975
– year: 2005
  ident: ref3
  publication-title: Notice of Proposed Rule Making and Order Facilitating Opportunities for Flexible Efficient and Reliable Spectrum Use Employing Cognitive Radio Technologies
– ident: ref22
  doi: 10.1109/VETECS.2010.5493921
– ident: ref33
  doi: 10.1093/imamci/dni050
– ident: ref31
  doi: 10.1007/978-1-4615-6231-3_18
– ident: ref18
  doi: 10.1109/GLOCOM.2000.891267
– year: 1967
  ident: ref13
  publication-title: Residue Arithmetic and its Applications to Computer Technology
– ident: ref10
  doi: 10.1155/2008/541410
– year: 2009
  ident: ref11
  publication-title: Multicarrier Communications
– ident: ref6
  doi: 10.1109/JPROC.2009.2015717
– ident: ref30
  doi: 10.1109/TCOMM.2002.1010615
– ident: ref1
  doi: 10.1109/T-WC.2008.060857
– ident: ref15
  doi: 10.1002/ett.4460090607
– start-page: 2975
  year: 2001
  ident: ref28
  article-title: Minimum-distance decoding of redundant residue number system codes
  publication-title: Proc IEEE Int Conf Commun
– ident: ref5
  doi: 10.1109/SURV.2009.090109
SSID ssj0014491
Score 2.0390291
Snippet A redundant residue number system (RRNS)-assisted multicarrier direct-sequence code-division dynamic multiple-access (MC/DS-CDDMA) scheme is proposed for...
SourceID proquest
pascalfrancis
crossref
ieee
SourceType Aggregation Database
Index Database
Enrichment Source
Publisher
StartPage 1234
SubjectTerms Applied sciences
Code-division multiple access
cognitive radios (CRs)
Decoding
Detection, estimation, filtering, equalization, prediction
dynamic multiple access (DMA)
Dynamical systems
Dynamics
Educational institutions
Exact sciences and technology
Fading
Information, signal and communications theory
Mean square errors
Mud
Multiaccess communication
multicarrier modulation
Multiple access
Multiuser detection
multiuser detection (MUD)
Radio
Radiocommunication specific techniques
Radiocommunications
Receivers
Redundant
redundant residue number system (RRNS)
residue number system (RNS)
Residue number systems
Signal and communications theory
Signal, noise
Subcarriers
Systems, networks and services of telecommunications
Telecommunications
Telecommunications and information theory
Throughput
Transmission and modulation (techniques and equipments)
Transmitters. Receivers
Title Redundant Residue Number System Assisted Multicarrier Direct-Sequence Code-Division Dynamic Multiple Access for Cognitive Radios
URI https://ieeexplore.ieee.org/document/6129546
https://www.proquest.com/docview/929144648
https://www.proquest.com/docview/1019653088
Volume 61
WOSCitedRecordID wos000302081500026&url=https%3A%2F%2Fcvtisr.summon.serialssolutions.com%2F%23%21%2Fsearch%3Fho%3Df%26include.ft.matches%3Dt%26l%3Dnull%26q%3D
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
journalDatabaseRights – providerCode: PRVIEE
  databaseName: IEEE Electronic Library (IEL)
  customDbUrl:
  eissn: 1939-9359
  dateEnd: 99991231
  omitProxy: false
  ssIdentifier: ssj0014491
  issn: 0018-9545
  databaseCode: RIE
  dateStart: 19670101
  isFulltext: true
  titleUrlDefault: https://ieeexplore.ieee.org/
  providerName: IEEE
link http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1La9wwEB6S0EN76CstddIGFXop1Fnbki3rGJKGHspStkvJzegxgoWwDuvdnvvTM5K8JqWl0JtBIyz8jUYznhl9AB-c0qrRpLyuUVUuhCE7qNDlnqKNWhnkwkSkv8r5vL25Ud8O4NPUC4OIsfgMz8NjzOW73u7Cr7IZncaqFs0hHErZpF6tKWMgxMiOV9IGJrdgn5Is1Gz5YxlquKrzEM5EV_fBERQ5VUJFpB7oo_jEZvGHYY6nzfWz_1vnc3g6epXsIqnBCzjA9Ut48uCuwWP4tcDQMEYfki2QVHCHbB7ZQFi6tJwRUAFyx2JPrtWbwGXHkknMv48V1-yyd5hfrVJLOrtKfPZpyt0tsovIv8jIEybJsTCJLbRb9cMrWF5_Xl5-yUf6hdzymm9zgbLw5HBJobiraHObpnaVFbVG3_q6cBU35E0VviVUBbfeW5LTBo0vna_5azha92t8A6zQti2lE7YsteBSmNZJbgqsnVQU8mEGsz0gnR2vJg8MGbddDFEK1RGEXYCwGyHM4OM04y5dy_EP2eMA0SQ3opPB2W-YT-MUU_JG8jKD070SdOPGHjryJkMELdoM3k-jtCNDmkWvsd8NoWhONTUn833y9zefwuOwvlTJ9haOtpsdvoNH9ud2NWzOolrfA4r39sY
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3di9QwEB_OU1Af_LoT6-kZwRfB3rZN0jaPx53Hiesia5F7K2kygYVje-yHz_7pTpJuOVEE3wqZ0NDfZDLTmckP4J1VWpWalNeWqkiF6MgOKrSpo2hDqg656ALS02o2q6-u1Nc9-DD2wiBiKD7DE_8Ycvm2N1v_q2xCp7GSorwDd6UQRRa7tcacgRADP15OW5gcg11SMlOT5nvjq7iKEx_QBGf31iEUWFV8TaRe02dxkc_iD9MczpuLx_-30ifwaPAr2WlUhKewh8tn8PDWbYMH8HOOvmWMPiWbIynhFtks8IGweG05I6g86JaFrlyjV57NjkWjmH4baq7ZWW8xPV_EpnR2Hhnt45Sba2SngYGRkS9MkkNpEptru-jXh9BcfGzOLtOBgCE1XPJNKrDKHLlclVDcFrS9u1Lawgip0dVOZrbgHflTmasJV8GNc4bkdIedy62T_DnsL_slvgCWaVPnlRUmz7XglehqW_EuQ2krRUEfJjDZAdKa4XJyz5Fx3YYgJVMtQdh6CNsBwgTejzNu4sUc_5A98BCNcgM6CRz_hvk4TlElLyueJ3C0U4J22NrrlvxJH0OLOoG34yjtSZ9o0Uvst2tfNqdKycmAv_z7m9_A_cvmy7Sdfpp9PoIHfq2xru0V7G9WW3wN98yPzWK9Og4q_gt_b_oN
openUrl ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Redundant+Residue+Number+System+Assisted+Multicarrier+Direct-Sequence+Code-Division+Dynamic+Multiple+Access+for+Cognitive+Radios&rft.jtitle=IEEE+transactions+on+vehicular+technology&rft.au=Shuo+Zhang&rft.au=Lie-Liang+Yang&rft.au=Youguang+Zhang&rft.date=2012-03-01&rft.pub=IEEE&rft.issn=0018-9545&rft.volume=61&rft.issue=3&rft.spage=1234&rft.epage=1250&rft_id=info:doi/10.1109%2FTVT.2012.2184146&rft.externalDocID=6129546
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=0018-9545&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=0018-9545&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=0018-9545&client=summon