Loosely coupled memory-based decoding architecture for low density parity check codes
Parallel decoding is required for low density parity check (LDPC) codes to achieve high decoding throughput, but it suffers from a large set of registers and complex interconnections due to randomly located 1's in the sparse parity check matrix. This paper proposes a new LDPC decoding architect...
Gespeichert in:
Veröffentlicht in: | IEEE transactions on circuits and systems. 1, Fundamental theory and applications Fundamental theory and applications, 2006-05, Vol.53 (5), p.1045-1056 |
---|---|
1. Verfasser: | |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1056 |
---|---|
container_issue | 5 |
container_start_page | 1045 |
container_title | IEEE transactions on circuits and systems. 1, Fundamental theory and applications |
container_volume | 53 |
creator | Park, I-C |
description | Parallel decoding is required for low density parity check (LDPC) codes to achieve high decoding throughput, but it suffers from a large set of registers and complex interconnections due to randomly located 1's in the sparse parity check matrix. This paper proposes a new LDPC decoding architecture to reduce registers and alleviate complex interconnections. To reduce the number of messages to be exchanged among processing units (PUs), two data flows that can be loosely coupled are developed by allowing duplicated operations. In addition, intermediate values are grouped and stored into local storages each of which is accessed by only one PU. In order to save area, local storages are implemented using memories instead of registers. A partially parallel architecture is proposed to promote the memory usage and an efficient algorithm that schedules the processing order of the partially parallel architecture is also proposed to reduce the overall processing time by overlapping operations. To verify the proposed architecture, a 1024 bit rate-1/2 LDPC decoder is implemented using a 0.18-/spl mu/m CMOS process. The decoder runs correctly at the frequency of 200 MHz, which enables almost 1 Gbps decoding throughput. Since the proposed decoder occupies an area of 10.08 mm/sup 2/, it is less than one fifth of area compared to the previous architecture. |
doi_str_mv | 10.1109/TCSI.2005.862181 |
format | Article |
fullrecord | <record><control><sourceid>proquest_RIE</sourceid><recordid>TN_cdi_ieee_primary_1629243</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>1629243</ieee_id><sourcerecordid>28041964</sourcerecordid><originalsourceid>FETCH-LOGICAL-c283t-f7b46e0a4cf52c7e5d9b2aba174b2197b1b76216e4f5bd061f428add301823ce3</originalsourceid><addsrcrecordid>eNp9kc1LxDAQxYsouK7eBS_Fg5665qtNcpTFL1jw4O45pOnU7do2NWmR_vemVBA8eJoZ5vcePF4UXWK0whjJu-367WVFEEpXIiNY4KNogdNUJEig7HjamUwEJeI0OvP-gBCRiOJFtNtY66EeY2OHroYibqCxbkxy7cNRgLFF1b7H2pl91YPpBwdxaV1c26_wbX3Vj3Gn3TTMHsxH8CnAn0cnpa49XPzMZbR7fNiun5PN69PL-n6TGCJon5Q8ZxkgzUyZEsMhLWROdK4xZznBkuc45yFMBqxM8wJluGRE6KKgCAtCDdBldDv7ds5-DuB71VTeQF3rFuzglRCSIU5SGsibf0kiEMMyYwG8_gMe7ODakEKJjBPJU8oDhGbIOOu9g1J1rmq0GxVGaqpDTXWoqQ411xEkV7OkAoBfPCOSMEq_AbkRhok</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype><pqid>867297537</pqid></control><display><type>article</type><title>Loosely coupled memory-based decoding architecture for low density parity check codes</title><source>IEEE Electronic Library (IEL)</source><creator>Park, I-C</creator><creatorcontrib>Park, I-C</creatorcontrib><description>Parallel decoding is required for low density parity check (LDPC) codes to achieve high decoding throughput, but it suffers from a large set of registers and complex interconnections due to randomly located 1's in the sparse parity check matrix. This paper proposes a new LDPC decoding architecture to reduce registers and alleviate complex interconnections. To reduce the number of messages to be exchanged among processing units (PUs), two data flows that can be loosely coupled are developed by allowing duplicated operations. In addition, intermediate values are grouped and stored into local storages each of which is accessed by only one PU. In order to save area, local storages are implemented using memories instead of registers. A partially parallel architecture is proposed to promote the memory usage and an efficient algorithm that schedules the processing order of the partially parallel architecture is also proposed to reduce the overall processing time by overlapping operations. To verify the proposed architecture, a 1024 bit rate-1/2 LDPC decoder is implemented using a 0.18-/spl mu/m CMOS process. The decoder runs correctly at the frequency of 200 MHz, which enables almost 1 Gbps decoding throughput. Since the proposed decoder occupies an area of 10.08 mm/sup 2/, it is less than one fifth of area compared to the previous architecture.</description><identifier>ISSN: 1549-8328</identifier><identifier>ISSN: 1057-7122</identifier><identifier>EISSN: 1558-0806</identifier><identifier>DOI: 10.1109/TCSI.2005.862181</identifier><identifier>CODEN: ITCSCH</identifier><language>eng</language><publisher>New York: IEEE</publisher><subject>Algorithms ; Architecture ; Bit rate ; Channel coding ; CMOS process ; decoder ; Decoders ; Decoding ; Density ; factor graph ; Interconnections ; low density parity check (LDPC) code ; Low density parity check codes ; matrix permutation ; Memory architecture ; Messages ; Parallel architectures ; Parity ; Parity check codes ; Registers ; scheduling ; Scheduling algorithm ; Sparse matrices ; Studies ; Throughput</subject><ispartof>IEEE transactions on circuits and systems. 1, Fundamental theory and applications, 2006-05, Vol.53 (5), p.1045-1056</ispartof><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) 2006</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c283t-f7b46e0a4cf52c7e5d9b2aba174b2197b1b76216e4f5bd061f428add301823ce3</citedby><cites>FETCH-LOGICAL-c283t-f7b46e0a4cf52c7e5d9b2aba174b2197b1b76216e4f5bd061f428add301823ce3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/1629243$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,778,782,794,27913,27914,54747</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/1629243$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Park, I-C</creatorcontrib><title>Loosely coupled memory-based decoding architecture for low density parity check codes</title><title>IEEE transactions on circuits and systems. 1, Fundamental theory and applications</title><addtitle>TCSI</addtitle><description>Parallel decoding is required for low density parity check (LDPC) codes to achieve high decoding throughput, but it suffers from a large set of registers and complex interconnections due to randomly located 1's in the sparse parity check matrix. This paper proposes a new LDPC decoding architecture to reduce registers and alleviate complex interconnections. To reduce the number of messages to be exchanged among processing units (PUs), two data flows that can be loosely coupled are developed by allowing duplicated operations. In addition, intermediate values are grouped and stored into local storages each of which is accessed by only one PU. In order to save area, local storages are implemented using memories instead of registers. A partially parallel architecture is proposed to promote the memory usage and an efficient algorithm that schedules the processing order of the partially parallel architecture is also proposed to reduce the overall processing time by overlapping operations. To verify the proposed architecture, a 1024 bit rate-1/2 LDPC decoder is implemented using a 0.18-/spl mu/m CMOS process. The decoder runs correctly at the frequency of 200 MHz, which enables almost 1 Gbps decoding throughput. Since the proposed decoder occupies an area of 10.08 mm/sup 2/, it is less than one fifth of area compared to the previous architecture.</description><subject>Algorithms</subject><subject>Architecture</subject><subject>Bit rate</subject><subject>Channel coding</subject><subject>CMOS process</subject><subject>decoder</subject><subject>Decoders</subject><subject>Decoding</subject><subject>Density</subject><subject>factor graph</subject><subject>Interconnections</subject><subject>low density parity check (LDPC) code</subject><subject>Low density parity check codes</subject><subject>matrix permutation</subject><subject>Memory architecture</subject><subject>Messages</subject><subject>Parallel architectures</subject><subject>Parity</subject><subject>Parity check codes</subject><subject>Registers</subject><subject>scheduling</subject><subject>Scheduling algorithm</subject><subject>Sparse matrices</subject><subject>Studies</subject><subject>Throughput</subject><issn>1549-8328</issn><issn>1057-7122</issn><issn>1558-0806</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2006</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNp9kc1LxDAQxYsouK7eBS_Fg5665qtNcpTFL1jw4O45pOnU7do2NWmR_vemVBA8eJoZ5vcePF4UXWK0whjJu-367WVFEEpXIiNY4KNogdNUJEig7HjamUwEJeI0OvP-gBCRiOJFtNtY66EeY2OHroYibqCxbkxy7cNRgLFF1b7H2pl91YPpBwdxaV1c26_wbX3Vj3Gn3TTMHsxH8CnAn0cnpa49XPzMZbR7fNiun5PN69PL-n6TGCJon5Q8ZxkgzUyZEsMhLWROdK4xZznBkuc45yFMBqxM8wJluGRE6KKgCAtCDdBldDv7ds5-DuB71VTeQF3rFuzglRCSIU5SGsibf0kiEMMyYwG8_gMe7ODakEKJjBPJU8oDhGbIOOu9g1J1rmq0GxVGaqpDTXWoqQ411xEkV7OkAoBfPCOSMEq_AbkRhok</recordid><startdate>20060501</startdate><enddate>20060501</enddate><creator>Park, I-C</creator><general>IEEE</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SP</scope><scope>8FD</scope><scope>L7M</scope><scope>F28</scope><scope>FR3</scope></search><sort><creationdate>20060501</creationdate><title>Loosely coupled memory-based decoding architecture for low density parity check codes</title><author>Park, I-C</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c283t-f7b46e0a4cf52c7e5d9b2aba174b2197b1b76216e4f5bd061f428add301823ce3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2006</creationdate><topic>Algorithms</topic><topic>Architecture</topic><topic>Bit rate</topic><topic>Channel coding</topic><topic>CMOS process</topic><topic>decoder</topic><topic>Decoders</topic><topic>Decoding</topic><topic>Density</topic><topic>factor graph</topic><topic>Interconnections</topic><topic>low density parity check (LDPC) code</topic><topic>Low density parity check codes</topic><topic>matrix permutation</topic><topic>Memory architecture</topic><topic>Messages</topic><topic>Parallel architectures</topic><topic>Parity</topic><topic>Parity check codes</topic><topic>Registers</topic><topic>scheduling</topic><topic>Scheduling algorithm</topic><topic>Sparse matrices</topic><topic>Studies</topic><topic>Throughput</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Park, I-C</creatorcontrib><collection>IEEE All-Society Periodicals Package (ASPP) 2005-present</collection><collection>IEEE All-Society Periodicals Package (ASPP) 1998-Present</collection><collection>IEEE Electronic Library (IEL)</collection><collection>CrossRef</collection><collection>Electronics & Communications Abstracts</collection><collection>Technology Research Database</collection><collection>Advanced Technologies Database with Aerospace</collection><collection>ANTE: Abstracts in New Technology & Engineering</collection><collection>Engineering Research Database</collection><jtitle>IEEE transactions on circuits and systems. 1, Fundamental theory and applications</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Park, I-C</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Loosely coupled memory-based decoding architecture for low density parity check codes</atitle><jtitle>IEEE transactions on circuits and systems. 1, Fundamental theory and applications</jtitle><stitle>TCSI</stitle><date>2006-05-01</date><risdate>2006</risdate><volume>53</volume><issue>5</issue><spage>1045</spage><epage>1056</epage><pages>1045-1056</pages><issn>1549-8328</issn><issn>1057-7122</issn><eissn>1558-0806</eissn><coden>ITCSCH</coden><abstract>Parallel decoding is required for low density parity check (LDPC) codes to achieve high decoding throughput, but it suffers from a large set of registers and complex interconnections due to randomly located 1's in the sparse parity check matrix. This paper proposes a new LDPC decoding architecture to reduce registers and alleviate complex interconnections. To reduce the number of messages to be exchanged among processing units (PUs), two data flows that can be loosely coupled are developed by allowing duplicated operations. In addition, intermediate values are grouped and stored into local storages each of which is accessed by only one PU. In order to save area, local storages are implemented using memories instead of registers. A partially parallel architecture is proposed to promote the memory usage and an efficient algorithm that schedules the processing order of the partially parallel architecture is also proposed to reduce the overall processing time by overlapping operations. To verify the proposed architecture, a 1024 bit rate-1/2 LDPC decoder is implemented using a 0.18-/spl mu/m CMOS process. The decoder runs correctly at the frequency of 200 MHz, which enables almost 1 Gbps decoding throughput. Since the proposed decoder occupies an area of 10.08 mm/sup 2/, it is less than one fifth of area compared to the previous architecture.</abstract><cop>New York</cop><pub>IEEE</pub><doi>10.1109/TCSI.2005.862181</doi><tpages>12</tpages></addata></record> |
fulltext | fulltext_linktorsrc |
identifier | ISSN: 1549-8328 |
ispartof | IEEE transactions on circuits and systems. 1, Fundamental theory and applications, 2006-05, Vol.53 (5), p.1045-1056 |
issn | 1549-8328 1057-7122 1558-0806 |
language | eng |
recordid | cdi_ieee_primary_1629243 |
source | IEEE Electronic Library (IEL) |
subjects | Algorithms Architecture Bit rate Channel coding CMOS process decoder Decoders Decoding Density factor graph Interconnections low density parity check (LDPC) code Low density parity check codes matrix permutation Memory architecture Messages Parallel architectures Parity Parity check codes Registers scheduling Scheduling algorithm Sparse matrices Studies Throughput |
title | Loosely coupled memory-based decoding architecture for low density parity check codes |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-01-15T08%3A30%3A14IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-proquest_RIE&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Loosely%20coupled%20memory-based%20decoding%20architecture%20for%20low%20density%20parity%20check%20codes&rft.jtitle=IEEE%20transactions%20on%20circuits%20and%20systems.%201,%20Fundamental%20theory%20and%20applications&rft.au=Park,%20I-C&rft.date=2006-05-01&rft.volume=53&rft.issue=5&rft.spage=1045&rft.epage=1056&rft.pages=1045-1056&rft.issn=1549-8328&rft.eissn=1558-0806&rft.coden=ITCSCH&rft_id=info:doi/10.1109/TCSI.2005.862181&rft_dat=%3Cproquest_RIE%3E28041964%3C/proquest_RIE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_pqid=867297537&rft_id=info:pmid/&rft_ieee_id=1629243&rfr_iscdi=true |