A Reconfigurable and Pipelined Architecture for Standard-Compatible LDPC and Polar Decoding

With low-density parity-check (LDPC) codes and polar codes selected as the standard codes for the fifth generation (5 G) enhanced Mobile Broad Band scenario (eMBB), a decoding architecture that can simultaneously support the decoding of control and data plane becomes necessary at the terminal side t...

Celý popis

Uložené v:
Podrobná bibliografia
Vydané v:IEEE transactions on vehicular technology Ročník 70; číslo 6; s. 5431 - 5444
Hlavní autori: Cao, Shan, Lin, Ting, Zhang, Shunqing, Xu, Shugong, Zhang, Chuan
Médium: Journal Article
Jazyk:English
Vydavateľské údaje: New York IEEE 01.06.2021
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Predmet:
ISSN:0018-9545, 1939-9359
On-line prístup:Získať plný text
Tagy: Pridať tag
Žiadne tagy, Buďte prvý, kto otaguje tento záznam!
Abstract With low-density parity-check (LDPC) codes and polar codes selected as the standard codes for the fifth generation (5 G) enhanced Mobile Broad Band scenario (eMBB), a decoding architecture that can simultaneously support the decoding of control and data plane becomes necessary at the terminal side to meet the raising requirement for 5 G network deployment. Due to the special structure of LDPC codes according to the Release 15 (R15) 5 G standard, a straight-forward extension of the existing reconfigurable scheme is in general difficult. Therefore in this paper, a unified decoding architecture is proposed that can be reconfigured to either LDPC codes or polar codes. Due to various differences between the two codes such as parity-check matrices, codeword lengths and iterative methods, a joint decoding algorithm is introduced by reordering basic decoding operations to the unified add-comparison-add pattern for both codes. Then, a pipelined structure of reconfigurable decoding unit (RDU) is presented correspondingly which is fully compatible with all decoding patterns of the R15 standard. And finally, a reconfigurable decoder is proposed with multiple levels of parallelism, and the reconfiguration scheme is introduced to improve the hardware utilization and decoding efficiency. The proposed decoder is implemented in FPGA and ASIC, respectively, and has achieved state-of-the-art performance in throughput and area efficiency compared to LDPC-only and polar-only decoders.
AbstractList With low-density parity-check (LDPC) codes and polar codes selected as the standard codes for the fifth generation (5 G) enhanced Mobile Broad Band scenario (eMBB), a decoding architecture that can simultaneously support the decoding of control and data plane becomes necessary at the terminal side to meet the raising requirement for 5 G network deployment. Due to the special structure of LDPC codes according to the Release 15 (R15) 5 G standard, a straight-forward extension of the existing reconfigurable scheme is in general difficult. Therefore in this paper, a unified decoding architecture is proposed that can be reconfigured to either LDPC codes or polar codes. Due to various differences between the two codes such as parity-check matrices, codeword lengths and iterative methods, a joint decoding algorithm is introduced by reordering basic decoding operations to the unified add-comparison-add pattern for both codes. Then, a pipelined structure of reconfigurable decoding unit (RDU) is presented correspondingly which is fully compatible with all decoding patterns of the R15 standard. And finally, a reconfigurable decoder is proposed with multiple levels of parallelism, and the reconfiguration scheme is introduced to improve the hardware utilization and decoding efficiency. The proposed decoder is implemented in FPGA and ASIC, respectively, and has achieved state-of-the-art performance in throughput and area efficiency compared to LDPC-only and polar-only decoders.
With low-density parity-check (LDPC) codes and polar codes selected as the standard codes for the fifth generation (5 G) enhanced Mobile Broad Band scenario (eMBB), a decoding architecture that can simultaneously support the decoding of control and data plane becomes necessary at the terminal side to meet the raising requirement for 5 G network deployment. Due to the special structure of LDPC codes according to the Release 15 (R15) 5 G standard, a straight-forward extension of the existing reconfigurable scheme is in general difficult. Therefore in this paper, a unified decoding architecture is proposed that can be reconfigured to either LDPC codes or polar codes. Due to various differences between the two codes such as parity-check matrices, codeword lengths and iterative methods, a joint decoding algorithm is introduced by reordering basic decoding operations to the unified add-comparison-add pattern for both codes. Then, a pipelined structure of reconfigurable decoding unit (RDU) is presented correspondingly which is fully compatible with all decoding patterns of the R15 standard. And finally, a reconfigurable decoder is proposed with multiple levels of parallelism, and the reconfiguration scheme is introduced to improve the hardware utilization and decoding efficiency. The proposed decoder is implemented in FPGA and ASIC, respectively, and has achieved state-of-the-art performance in throughput and area efficiency compared to LDPC-only and polar-only decoders.
Author Cao, Shan
Zhang, Chuan
Lin, Ting
Zhang, Shunqing
Xu, Shugong
Author_xml – sequence: 1
  givenname: Shan
  orcidid: 0000-0003-3713-8671
  surname: Cao
  fullname: Cao, Shan
  email: cshan@shu.edu.cn
  organization: Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China
– sequence: 2
  givenname: Ting
  orcidid: 0000-0002-5145-5561
  surname: Lin
  fullname: Lin, Ting
  email: zjzslt@shu.edu.cn
  organization: Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China
– sequence: 3
  givenname: Shunqing
  orcidid: 0000-0002-5156-9235
  surname: Zhang
  fullname: Zhang, Shunqing
  email: shunqing@shu.edu.cn
  organization: Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China
– sequence: 4
  givenname: Shugong
  orcidid: 0000-0003-1905-6269
  surname: Xu
  fullname: Xu, Shugong
  email: shugong@shu.edu.cn
  organization: Key Laboratory of Specialty Fiber Optics and Optical Access Networks, Joint International Research Laboratory of Specialty Fiber Optics and Advanced Communication, Shanghai Institute for Advanced Communication and Data Science, Shanghai University, Shanghai, China
– sequence: 5
  givenname: Chuan
  orcidid: 0000-0002-7736-6487
  surname: Zhang
  fullname: Zhang, Chuan
  email: chzhang@seu.edu.cn
  organization: LEADS, Southeast University, Nanjing, China
BookMark eNp9kL1PwzAQxS0EEm1hR2KJxJxix3YSj1XKl1SJCgoLQ-TEl-IqtYPjDPz3uErFwMB0d9L7vdN7U3RqrAGErgieE4LF7eZ9M09wQuYUZzyhyQmaEEFFLCgXp2iCMcljwRk_R9O-34WTMUEm6GMRvUBtTaO3g5NVC5E0KlrrDlptQEULV39qD7UfHESNddGrDwLpVFzYfSe9PiCr5boYOdtKFy2DodJme4HOGtn2cHmcM_R2f7cpHuPV88NTsVjFdSKIj1MginBZY9XQDKoU8iYRkAuZ5ZJRxhKFORGYEZmKLBOUhXxNWLiCSnFV0Rm6GX07Z78G6H25s4Mz4WWZcCYynmPBggqPqtrZvnfQlJ3Te-m-S4LLQ4VlqLA8VFgeKwxI-geptQ-ZrfFO6vY_8HoENQD8_hGMcEJT-gMLuX8V
CODEN ITVTAB
CitedBy_id crossref_primary_10_3390_computers14010015
crossref_primary_10_1109_COMST_2023_3249835
crossref_primary_10_1109_TVT_2022_3203802
crossref_primary_10_1016_j_comnet_2025_111229
crossref_primary_10_1109_TCYB_2025_3579036
crossref_primary_10_1109_LCOMM_2024_3366293
crossref_primary_10_1109_TCSI_2024_3429174
crossref_primary_10_1016_j_isci_2025_112281
crossref_primary_10_1109_TCSI_2025_3575534
Cites_doi 10.1109/ISCAS.2018.8351337
10.1109/JSAC.2009.090816
10.1109/MCOM.2014.6736744
10.1109/TCSI.2012.2215746
10.1109/SiPS47522.2019.9020515
10.1109/TIT.2009.2021379
10.1109/JSSC.2006.883329
10.1109/LCOMM.2016.2580514
10.1109/MCOM.2018.1700818
10.1007/978-3-319-01727-3_10
10.1109/ICC.2007.750
10.1109/TSP.2014.2366712
10.1109/TCSI.2017.2754282
10.1109/TSP.2020.3029389
10.1109/TCSI.2012.2221216
10.1109/TVLSI.2010.2043965
10.1109/ICC.2013.6655247
10.1109/ISCAS.2016.7527258
10.1109/SiPS.2015.7344986
10.1049/el.2017.3316
10.1109/ICDSP.2017.8096145
10.1109/CC.2015.7112042
10.1109/ICDSP.2018.8631617
10.1109/TVLSI.2017.2752086
10.1109/ICCE.2014.6776079
10.1109/ISWCS.2011.6125398
ContentType Journal Article
Copyright Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021
Copyright_xml – notice: Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2021
DBID 97E
RIA
RIE
AAYXX
CITATION
7SP
8FD
FR3
KR7
L7M
DOI 10.1109/TVT.2021.3075232
DatabaseName IEEE All-Society Periodicals Package (ASPP) 2005-present
IEEE All-Society Periodicals Package (ASPP) 1998-Present
IEEE Electronic Library (IEL)
CrossRef
Electronics & Communications Abstracts
Technology Research Database
Engineering Research Database
Civil Engineering Abstracts
Advanced Technologies Database with Aerospace
DatabaseTitle CrossRef
Civil Engineering Abstracts
Engineering Research Database
Technology Research Database
Advanced Technologies Database with Aerospace
Electronics & Communications Abstracts
DatabaseTitleList
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
EISSN 1939-9359
EndPage 5444
ExternalDocumentID 10_1109_TVT_2021_3075232
9415136
Genre orig-research
GrantInformation_xml – fundername: National Science and Technology
  grantid: 2018ZX03001009
– fundername: Science and Technology Commission of Shanghai Municipality
  grantid: 20JC1416400
  funderid: 10.13039/501100003399
– fundername: National Natural Science Foundation of China
  grantid: 61904101; 62071284
  funderid: 10.13039/501100001809
– fundername: National Key R&D Program of China
  grantid: 2017YFE0121400; 2019YFE0196600
  funderid: 10.13039/501100013290
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
7SP
8FD
FR3
KR7
L7M
ID FETCH-LOGICAL-c291t-6e1d15ac0df37eb6e8f29e89a78a43442d0519041a6977934752f7795debd5db3
IEDL.DBID RIE
ISICitedReferencesCount 13
ISICitedReferencesURI http://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=Summon&SrcAuth=ProQuest&DestLinkType=CitingArticles&DestApp=WOS_CPL&KeyUT=000671544000021&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 Jun 30 10:10:14 EDT 2025
Sat Nov 29 02:58:56 EST 2025
Tue Nov 18 22:18:36 EST 2025
Wed Aug 27 02:26:38 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 6
Language English
License https://ieeexplore.ieee.org/Xplorehelp/downloads/license-information/IEEE.html
https://doi.org/10.15223/policy-029
https://doi.org/10.15223/policy-037
LinkModel DirectLink
MergedId FETCHMERGED-LOGICAL-c291t-6e1d15ac0df37eb6e8f29e89a78a43442d0519041a6977934752f7795debd5db3
Notes ObjectType-Article-1
SourceType-Scholarly Journals-1
ObjectType-Feature-2
content type line 14
ORCID 0000-0002-5145-5561
0000-0003-3713-8671
0000-0003-1905-6269
0000-0002-5156-9235
0000-0002-7736-6487
PQID 2549758094
PQPubID 85454
PageCount 14
ParticipantIDs crossref_primary_10_1109_TVT_2021_3075232
crossref_citationtrail_10_1109_TVT_2021_3075232
ieee_primary_9415136
proquest_journals_2549758094
PublicationCentury 2000
PublicationDate 2021-06-01
PublicationDateYYYYMMDD 2021-06-01
PublicationDate_xml – month: 06
  year: 2021
  text: 2021-06-01
  day: 01
PublicationDecade 2020
PublicationPlace New York
PublicationPlace_xml – name: New York
PublicationTitle IEEE transactions on vehicular technology
PublicationTitleAbbrev TVT
PublicationYear 2021
Publisher IEEE
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher_xml – name: IEEE
– name: The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
References ref13
ref12
ref15
ref14
ref31
ref33
ref11
ref10
ref2
ref1
ref17
kuo (ref28) 0
ref16
ref19
ref18
altera (ref25) 2016
ref24
ref20
roth (ref26) 0
ref22
ref21
ref27
group (ref23) 2018
ref29
ref8
ref7
ref9
ref4
park (ref30) 0
ref3
ref6
ran-tsg (ref5) 2017; 3
(ref32) 2006; 16
References_xml – ident: ref22
  doi: 10.1109/ISCAS.2018.8351337
– ident: ref7
  doi: 10.1109/JSAC.2009.090816
– ident: ref1
  doi: 10.1109/MCOM.2014.6736744
– ident: ref17
  doi: 10.1109/TCSI.2012.2215746
– year: 2018
  ident: ref23
  article-title: Multiplexing and channel coding (release 15) for radio access network
– ident: ref19
  doi: 10.1109/SiPS47522.2019.9020515
– ident: ref3
  doi: 10.1109/TIT.2009.2021379
– ident: ref27
  doi: 10.1109/JSSC.2006.883329
– ident: ref10
  doi: 10.1109/LCOMM.2016.2580514
– ident: ref2
  doi: 10.1109/MCOM.2018.1700818
– ident: ref4
  doi: 10.1007/978-3-319-01727-3_10
– ident: ref6
  doi: 10.1109/ICC.2007.750
– start-page: 1
  year: 0
  ident: ref26
  article-title: A 15.8 pj/bit/iter quasi-cyclic LDPC decoder for IEEE 802.11 n in 90 nm CMOS
  publication-title: Proc IEEE Asian Solid-State Circuits Conf
– ident: ref9
  doi: 10.1109/TSP.2014.2366712
– ident: ref33
  doi: 10.1109/TCSI.2017.2754282
– year: 2016
  ident: ref25
  publication-title: SIV5V1-4 8 Intel Corporation
– ident: ref15
  doi: 10.1109/TSP.2020.3029389
– ident: ref20
  doi: 10.1109/TCSI.2012.2221216
– ident: ref8
  doi: 10.1109/TVLSI.2010.2043965
– volume: 16
  year: 2006
  ident: ref32
  publication-title: Air Interface for Fixed and Mobile Broadband Wireless Access Systems
– start-page: 1
  year: 0
  ident: ref30
  article-title: A 4.68 Gb/s belief propagation polar decoder with bit-splitting register file
  publication-title: Proc Symp VLSI Circuits Dig Tech Papers
– ident: ref16
  doi: 10.1109/ICC.2013.6655247
– ident: ref18
  doi: 10.1109/ISCAS.2016.7527258
– ident: ref12
  doi: 10.1109/SiPS.2015.7344986
– start-page: 527
  year: 0
  ident: ref28
  article-title: A flexible decoder IC for WiMAX QC-LDPC codes
  publication-title: Proc IEEE Custom Integr Circuits Conf
– ident: ref11
  doi: 10.1049/el.2017.3316
– ident: ref21
  doi: 10.1109/ICDSP.2017.8096145
– ident: ref31
  doi: 10.1109/CC.2015.7112042
– ident: ref13
  doi: 10.1109/ICDSP.2018.8631617
– ident: ref24
  doi: 10.1109/TVLSI.2017.2752086
– volume: 3
  year: 2017
  ident: ref5
  article-title: Final report of 3GPP TSG RAN WG1 #87
– ident: ref29
  doi: 10.1109/ICCE.2014.6776079
– ident: ref14
  doi: 10.1109/ISWCS.2011.6125398
SSID ssj0014491
Score 2.412864
Snippet With low-density parity-check (LDPC) codes and polar codes selected as the standard codes for the fifth generation (5 G) enhanced Mobile Broad Band scenario...
With low-density parity-check (LDPC) codes and polar codes selected as the standard codes for the fifth generation (5 G) enhanced Mobile Broad Band scenario...
SourceID proquest
crossref
ieee
SourceType Aggregation Database
Enrichment Source
Index Database
Publisher
StartPage 5431
SubjectTerms 5G mobile communication
Algorithms
Codes
decoder
Decoders
Decoding
Error correcting codes
Hardware
Iterative decoding
Iterative methods
LDPC code
Low density parity check codes
Parity
polar code
Polar codes
reconfigurable architecture
Reconfiguration
standard-compatible
Throughput
Title A Reconfigurable and Pipelined Architecture for Standard-Compatible LDPC and Polar Decoding
URI https://ieeexplore.ieee.org/document/9415136
https://www.proquest.com/docview/2549758094
Volume 70
WOSCitedRecordID wos000671544000021&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/eLvHCXMwlV1LSwMxEB7a4kEPvsX6IgcvgttuNtlHjkUtHkQKVhE8LGkykYJspbb-fie721JRBG85ZEKYL8nMl8lkAM5doowmRzTAbCQCiYoHOnUyEEKmRrsQnS6Rvkvv77PnZzVowOUyFwYRy8dn2PHNMpZvJ2bur8q6iqwNF0kTmmmaVrlay4iBlHV1PE4bmNyCRUgyVN3h05CIYMQ7tJ6Jd0XfTFBZU-XHQVxal_7W_-a1DZu1F8l6Few70MBiFzZW_hbcg5ce89SycOPX-dTnRzFdWDYYv_sEdLSstxJBYOS5sof6UiEoj4jZ2IvcXQ-uKjnPgNk1Deht3T489m-GV7dBXUkhMJHisyBBbnmsTWid8EVQMHORwkzpNNNSSBlZ78mFkuuE_EFFOMWRo0ZscWRjOxIH0ComBR4CywySphXqKBTSJk6lRnFhXGKtc9RsQ3eh3NzU34z7ahdveUk3QpUTHLmHI6_haMPFUuK9-mLjj757Xv3LfrXm23CywC-v9-BH7qkvsSHir0e_Sx3Duh-7evh1Aq3ZdI6nsGY-Z-OP6Vm5vL4AD4vMsA
linkProvider IEEE
linkToHtml http://cvtisr.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV3dixMxEB9qFfQe_OrJVavmwRfBvW422Y88ltZSsZaCVQo-LGkyOQrHXmm39_ffZHdbKh4HvuUhk13ml2Tml8lkAD65RBlNjmiA2UoEEhUPdOpkIIRMjXYhOl0hPU1ns2y5VPMWfDnmwiBidfkML32ziuXbG7P3R2V9RdaGi-QRPI6ljHidrXWMGUjZ1MfjtITJMTgEJUPVX_xeEBWM-CXNaGJe0V9GqKqq8s9WXNmX8Yv_-7OX8LzxI9mgBv4VtLB4DWcnrwt24M-AeXJZuPXVfuszpJguLJuvNz4FHS0bnMQQGPmu7GdzrBBUm0S59iLT0XxYy3kOzEY0oLd25_Br_HUxnARNLYXARIqXQYLc8lib0Drhy6Bg5iKFmdJppqUgbVrvy4WS64Q8QkVIxZGjRmxxZWO7Em-gXdwUeAEsM0iaVqijUEibOJUaxYVxibXOUbML_YNyc9M8NO7rXVznFeEIVU5w5B6OvIGjC5-PEpv6kY0H-na8-o_9Gs13oXfAL29W4S735Jf4EDHYt_dLfYSnk8WPaT79Nvv-Dp7579TXwHrQLrd7fA9PzG253m0_VFPtDuAGz_c
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=A+Reconfigurable+and+Pipelined+Architecture+for+Standard-Compatible+LDPC+and+Polar+Decoding&rft.jtitle=IEEE+transactions+on+vehicular+technology&rft.au=Cao%2C+Shan&rft.au=Lin%2C+Ting&rft.au=Zhang%2C+Shunqing&rft.au=Xu%2C+Shugong&rft.date=2021-06-01&rft.issn=0018-9545&rft.eissn=1939-9359&rft.volume=70&rft.issue=6&rft.spage=5431&rft.epage=5444&rft_id=info:doi/10.1109%2FTVT.2021.3075232&rft.externalDBID=n%2Fa&rft.externalDocID=10_1109_TVT_2021_3075232
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