Coding-Aware Proportional-Fair Scheduling in OFDMA Relay Networks
In recent years, OFDMA relay networks have become a key component in the 4G standards (e.g., IEEE 802.16j, 3GPP LTE-Advanced) for broadband wireless access. When numerous bidirectional flows pass through the relay stations in an OFDMA relay network that supports various interactive applications, ple...
Gespeichert in:
Veröffentlicht in: | IEEE transactions on parallel and distributed systems 2013-09, Vol.24 (9), p.1727-1740 |
---|---|
Hauptverfasser: | , , , |
Format: | Artikel |
Sprache: | eng |
Schlagworte: | |
Online-Zugang: | Volltext bestellen |
Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
container_end_page | 1740 |
---|---|
container_issue | 9 |
container_start_page | 1727 |
container_title | IEEE transactions on parallel and distributed systems |
container_volume | 24 |
creator | Tang, Bin Ye, Baoliu Lu, Sanglu Guo, Song |
description | In recent years, OFDMA relay networks have become a key component in the 4G standards (e.g., IEEE 802.16j, 3GPP LTE-Advanced) for broadband wireless access. When numerous bidirectional flows pass through the relay stations in an OFDMA relay network that supports various interactive applications, plenty of network coding opportunities arise and can be leveraged to enhance the throughput. In this paper, we study the proportional-fair scheduling problem in the presence of network coding in OFDMA relay networks. Considering the tradeoff between performance and overhead, we propose two models, global approach (GA) and local approach (LA), under which the corresponding problems are shown both NP-hard. For the GA model, we show that it cannot be approximated within some constant factor. Hence, we propose a heuristic algorithm with low time complexity. For the LA model, we propose a theoretical polynomial time approximation scheme (PTAS), and also present a practical greedy algorithm with approximation factor of 1/2. Simulation results show that our algorithms can achieve significant throughput improvement over a state-of-the-art noncoding scheme. |
doi_str_mv | 10.1109/TPDS.2012.269 |
format | Article |
fullrecord | <record><control><sourceid>crossref_RIE</sourceid><recordid>TN_cdi_ieee_primary_6302129</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><ieee_id>6302129</ieee_id><sourcerecordid>10_1109_TPDS_2012_269</sourcerecordid><originalsourceid>FETCH-LOGICAL-c257t-6ee4467d69e08b8b84a05bb5252e0408f133fbb91ac2d90fdd9536af1ab8a3d23</originalsourceid><addsrcrecordid>eNo9j01Pg0AURSdGE2t16coNf2DwvfmgzJJQW02qbWxdk4F5KIrQDJim_15IjbmLexcnNzmM3SKEiGDud5v5NhSAIhSROWMT1DrmAmN5PmxQmhuB5pJddd0nACoNasKStHVV886Tg_UUbHy7b31ftY2t-cJWPtgWH-R-6gEJqiZYL-bPSfBKtT0GL9QfWv_VXbOL0tYd3fz1lL0tHnbpI1-tl09psuKF0LOeR0RKRTMXGYI4H6Is6DzXQgsCBXGJUpZ5btAWwhkonTNaRrZEm8dWOiGnjJ9-C992nacy2_vq2_pjhpCN_tnon43-2eA_8HcnviKifzaSIFAY-QvkHVYN</addsrcrecordid><sourcetype>Aggregation Database</sourcetype><iscdi>true</iscdi><recordtype>article</recordtype></control><display><type>article</type><title>Coding-Aware Proportional-Fair Scheduling in OFDMA Relay Networks</title><source>IEEE Electronic Library (IEL)</source><creator>Tang, Bin ; Ye, Baoliu ; Lu, Sanglu ; Guo, Song</creator><creatorcontrib>Tang, Bin ; Ye, Baoliu ; Lu, Sanglu ; Guo, Song</creatorcontrib><description>In recent years, OFDMA relay networks have become a key component in the 4G standards (e.g., IEEE 802.16j, 3GPP LTE-Advanced) for broadband wireless access. When numerous bidirectional flows pass through the relay stations in an OFDMA relay network that supports various interactive applications, plenty of network coding opportunities arise and can be leveraged to enhance the throughput. In this paper, we study the proportional-fair scheduling problem in the presence of network coding in OFDMA relay networks. Considering the tradeoff between performance and overhead, we propose two models, global approach (GA) and local approach (LA), under which the corresponding problems are shown both NP-hard. For the GA model, we show that it cannot be approximated within some constant factor. Hence, we propose a heuristic algorithm with low time complexity. For the LA model, we propose a theoretical polynomial time approximation scheme (PTAS), and also present a practical greedy algorithm with approximation factor of 1/2. Simulation results show that our algorithms can achieve significant throughput improvement over a state-of-the-art noncoding scheme.</description><identifier>ISSN: 1045-9219</identifier><identifier>EISSN: 1558-2183</identifier><identifier>DOI: 10.1109/TPDS.2012.269</identifier><identifier>CODEN: ITDSEO</identifier><language>eng</language><publisher>IEEE</publisher><subject>approximation algorithm ; Approximation algorithms ; Downlink ; Network coding ; OFDMA relay networks ; proportional-fair scheduling ; Relays ; Scheduling ; Throughput</subject><ispartof>IEEE transactions on parallel and distributed systems, 2013-09, Vol.24 (9), p.1727-1740</ispartof><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c257t-6ee4467d69e08b8b84a05bb5252e0408f133fbb91ac2d90fdd9536af1ab8a3d23</citedby><cites>FETCH-LOGICAL-c257t-6ee4467d69e08b8b84a05bb5252e0408f133fbb91ac2d90fdd9536af1ab8a3d23</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/6302129$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,776,780,792,27901,27902,54733</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/6302129$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc></links><search><creatorcontrib>Tang, Bin</creatorcontrib><creatorcontrib>Ye, Baoliu</creatorcontrib><creatorcontrib>Lu, Sanglu</creatorcontrib><creatorcontrib>Guo, Song</creatorcontrib><title>Coding-Aware Proportional-Fair Scheduling in OFDMA Relay Networks</title><title>IEEE transactions on parallel and distributed systems</title><addtitle>TPDS</addtitle><description>In recent years, OFDMA relay networks have become a key component in the 4G standards (e.g., IEEE 802.16j, 3GPP LTE-Advanced) for broadband wireless access. When numerous bidirectional flows pass through the relay stations in an OFDMA relay network that supports various interactive applications, plenty of network coding opportunities arise and can be leveraged to enhance the throughput. In this paper, we study the proportional-fair scheduling problem in the presence of network coding in OFDMA relay networks. Considering the tradeoff between performance and overhead, we propose two models, global approach (GA) and local approach (LA), under which the corresponding problems are shown both NP-hard. For the GA model, we show that it cannot be approximated within some constant factor. Hence, we propose a heuristic algorithm with low time complexity. For the LA model, we propose a theoretical polynomial time approximation scheme (PTAS), and also present a practical greedy algorithm with approximation factor of 1/2. Simulation results show that our algorithms can achieve significant throughput improvement over a state-of-the-art noncoding scheme.</description><subject>approximation algorithm</subject><subject>Approximation algorithms</subject><subject>Downlink</subject><subject>Network coding</subject><subject>OFDMA relay networks</subject><subject>proportional-fair scheduling</subject><subject>Relays</subject><subject>Scheduling</subject><subject>Throughput</subject><issn>1045-9219</issn><issn>1558-2183</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNo9j01Pg0AURSdGE2t16coNf2DwvfmgzJJQW02qbWxdk4F5KIrQDJim_15IjbmLexcnNzmM3SKEiGDud5v5NhSAIhSROWMT1DrmAmN5PmxQmhuB5pJddd0nACoNasKStHVV886Tg_UUbHy7b31ftY2t-cJWPtgWH-R-6gEJqiZYL-bPSfBKtT0GL9QfWv_VXbOL0tYd3fz1lL0tHnbpI1-tl09psuKF0LOeR0RKRTMXGYI4H6Is6DzXQgsCBXGJUpZ5btAWwhkonTNaRrZEm8dWOiGnjJ9-C992nacy2_vq2_pjhpCN_tnon43-2eA_8HcnviKifzaSIFAY-QvkHVYN</recordid><startdate>20130901</startdate><enddate>20130901</enddate><creator>Tang, Bin</creator><creator>Ye, Baoliu</creator><creator>Lu, Sanglu</creator><creator>Guo, Song</creator><general>IEEE</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20130901</creationdate><title>Coding-Aware Proportional-Fair Scheduling in OFDMA Relay Networks</title><author>Tang, Bin ; Ye, Baoliu ; Lu, Sanglu ; Guo, Song</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c257t-6ee4467d69e08b8b84a05bb5252e0408f133fbb91ac2d90fdd9536af1ab8a3d23</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>approximation algorithm</topic><topic>Approximation algorithms</topic><topic>Downlink</topic><topic>Network coding</topic><topic>OFDMA relay networks</topic><topic>proportional-fair scheduling</topic><topic>Relays</topic><topic>Scheduling</topic><topic>Throughput</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tang, Bin</creatorcontrib><creatorcontrib>Ye, Baoliu</creatorcontrib><creatorcontrib>Lu, Sanglu</creatorcontrib><creatorcontrib>Guo, Song</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><jtitle>IEEE transactions on parallel and distributed systems</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Tang, Bin</au><au>Ye, Baoliu</au><au>Lu, Sanglu</au><au>Guo, Song</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Coding-Aware Proportional-Fair Scheduling in OFDMA Relay Networks</atitle><jtitle>IEEE transactions on parallel and distributed systems</jtitle><stitle>TPDS</stitle><date>2013-09-01</date><risdate>2013</risdate><volume>24</volume><issue>9</issue><spage>1727</spage><epage>1740</epage><pages>1727-1740</pages><issn>1045-9219</issn><eissn>1558-2183</eissn><coden>ITDSEO</coden><abstract>In recent years, OFDMA relay networks have become a key component in the 4G standards (e.g., IEEE 802.16j, 3GPP LTE-Advanced) for broadband wireless access. When numerous bidirectional flows pass through the relay stations in an OFDMA relay network that supports various interactive applications, plenty of network coding opportunities arise and can be leveraged to enhance the throughput. In this paper, we study the proportional-fair scheduling problem in the presence of network coding in OFDMA relay networks. Considering the tradeoff between performance and overhead, we propose two models, global approach (GA) and local approach (LA), under which the corresponding problems are shown both NP-hard. For the GA model, we show that it cannot be approximated within some constant factor. Hence, we propose a heuristic algorithm with low time complexity. For the LA model, we propose a theoretical polynomial time approximation scheme (PTAS), and also present a practical greedy algorithm with approximation factor of 1/2. Simulation results show that our algorithms can achieve significant throughput improvement over a state-of-the-art noncoding scheme.</abstract><pub>IEEE</pub><doi>10.1109/TPDS.2012.269</doi><tpages>14</tpages></addata></record> |
fulltext | fulltext_linktorsrc |
identifier | ISSN: 1045-9219 |
ispartof | IEEE transactions on parallel and distributed systems, 2013-09, Vol.24 (9), p.1727-1740 |
issn | 1045-9219 1558-2183 |
language | eng |
recordid | cdi_ieee_primary_6302129 |
source | IEEE Electronic Library (IEL) |
subjects | approximation algorithm Approximation algorithms Downlink Network coding OFDMA relay networks proportional-fair scheduling Relays Scheduling Throughput |
title | Coding-Aware Proportional-Fair Scheduling in OFDMA Relay Networks |
url | https://sfx.bib-bvb.de/sfx_tum?ctx_ver=Z39.88-2004&ctx_enc=info:ofi/enc:UTF-8&ctx_tim=2025-02-03T08%3A28%3A59IST&url_ver=Z39.88-2004&url_ctx_fmt=infofi/fmt:kev:mtx:ctx&rfr_id=info:sid/primo.exlibrisgroup.com:primo3-Article-crossref_RIE&rft_val_fmt=info:ofi/fmt:kev:mtx:journal&rft.genre=article&rft.atitle=Coding-Aware%20Proportional-Fair%20Scheduling%20in%20OFDMA%20Relay%20Networks&rft.jtitle=IEEE%20transactions%20on%20parallel%20and%20distributed%20systems&rft.au=Tang,%20Bin&rft.date=2013-09-01&rft.volume=24&rft.issue=9&rft.spage=1727&rft.epage=1740&rft.pages=1727-1740&rft.issn=1045-9219&rft.eissn=1558-2183&rft.coden=ITDSEO&rft_id=info:doi/10.1109/TPDS.2012.269&rft_dat=%3Ccrossref_RIE%3E10_1109_TPDS_2012_269%3C/crossref_RIE%3E%3Curl%3E%3C/url%3E&disable_directlink=true&sfx.directlink=off&sfx.report_link=0&rft_id=info:oai/&rft_id=info:pmid/&rft_ieee_id=6302129&rfr_iscdi=true |