Opportunistic resource scheduling for D2D communication in OFDMA networks
In this paper, we study a resource scheduling problem for D2D communication in OFDMA cellular networks. In addition to opportunistically scheduling power and subchannels to users as in the conventional OFDMA network, we also consider two distinguishing features for D2D communication to fully utilize...
Saved in:
Published in | Computer networks (Amsterdam, Netherlands : 1999) Vol. 73; pp. 319 - 334 |
---|---|
Main Authors | , , |
Format | Journal Article |
Language | English |
Published |
Kidlington
Elsevier B.V
14.11.2014
Elsevier Elsevier Sequoia S.A |
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | In this paper, we study a resource scheduling problem for D2D communication in OFDMA cellular networks. In addition to opportunistically scheduling power and subchannels to users as in the conventional OFDMA network, we also consider two distinguishing features for D2D communication to fully utilize the advantages of D2D communication: transmission mode selection and channel reuse. First, we allow each D2D user to opportunistically select its transmission mode between direct one-hop transmission and indirect two-hop transmission through the BS. Second, we allow channel reuse within a cell such that users can share the same subchannel within a cell. We formulate an optimization problem that aims at maximizing the average weighted sum-rate of users, while satisfying the QoS requirement of each user. Our problem is a non-convex and coupled optimization problem, which is inherently difficult to solve, especially due to channel reuse within a cell. Despite of it, we develop an optimal opportunistic resource scheduling algorithm that solves the problem. In addition, we also propose two simple heuristic algorithms to reduce the computational complexity of the optimal algorithm. Through simulations, we show our opportunistic scheduling algorithms achieve a high performance with appropriately utilizing the advantages of D2D communication. |
---|---|
AbstractList | In this paper, we study a resource scheduling problem for D2D communication in OFDMA cellular networks. In addition to opportunistically scheduling power and subchannels to users as in the conventional OFDMA network, we also consider two distinguishing features for D2D communication to fully utilize the advantages of D2D communication: transmission mode selection and channel reuse. First, we allow each D2D user to opportunistically select its transmission mode between direct one-hop transmission and indirect two-hop transmission through the BS. Second, we allow channel reuse within a cell such that users can share the same subchannel within a cell. We formulate an optimization problem that aims at maximizing the average weighted sum-rate of users, while satisfying the QoS requirement of each user. Our problem is a non-convex and coupled optimization problem, which is inherently difficult to solve, especially due to channel reuse within a cell. Despite of it, we develop an optimal opportunistic resource scheduling algorithm that solves the problem. In addition, we also propose two simple heuristic algorithms to reduce the computational complexity of the optimal algorithm. Through simulations, we show our opportunistic scheduling algorithms achieve a high performance with appropriately utilizing the advantages of D2D communication. |
Author | Lee, Jang-Won Han, Min-Hong Kim, Byung-Gook |
Author_xml | – sequence: 1 givenname: Min-Hong surname: Han fullname: Han, Min-Hong organization: LG Electronics, Seoul, Republic of Korea – sequence: 2 givenname: Byung-Gook surname: Kim fullname: Kim, Byung-Gook organization: Samsung Electronics, Suwon, Republic of Korea – sequence: 3 givenname: Jang-Won surname: Lee fullname: Lee, Jang-Won email: jangwon@yonsei.ac.kr organization: Dept. of Electrical and Electronic Engineering, Yonsei University, Seoul, Republic of Korea |
BackLink | http://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=28830990$$DView record in Pascal Francis |
BookMark | eNp9kEFPAjEQhRuDiYD-Aw-bGI-7TrdLt72YEBAlwXDh3pTurBahxXbR-O8tgXj0NJPJN_PevAHpOe-QkFsKBQXKHzaF8TuHXVECrQoQBVB6QfpU1GVeA5e91DMhc1oKfkUGMW4AoKpK0Sfz5X7vQ3dwNnbWZAGjPwSDWTTv2By21r1lrQ_ZtJxmSWOXOKM7611mXbacTV_HWdL99uEjXpPLVm8j3pzrkKxmT6vJS75YPs8n40VuGK-6nHLWVIBrzhspBWtLUUnRguZ6zVDyRouao651lea8QayTUY4jLoQs2YizIbk7nd0H_3nA2KlNcuySoqIcJIORkKNEVSfKBB9jwFbtg93p8KMoqGNmaqNOmaljZgqESpmltfvzcR2N3rZBO2Pj324pBAMpIXGPJw7To18Wg4rGojPY2ICmU423_wv9AtjnhI8 |
CitedBy_id | crossref_primary_10_1016_j_comnet_2018_10_009 crossref_primary_10_1016_j_comnet_2017_06_002 crossref_primary_10_1016_j_comnet_2018_01_017 crossref_primary_10_1109_TSIPN_2017_2742941 crossref_primary_10_1016_j_comnet_2015_08_045 |
Cites_doi | 10.1109/MCOM.2009.5350367 10.1109/ICTEL.2012.6221213 10.1109/TWC.2006.1638671 10.1109/TWC.2011.060811.102120 10.1109/VTCFall.2012.6399205 10.1007/s11276-010-0239-1 10.1109/WCNC.2010.5506133 10.1109/GLOCOM.2011.6133537 10.1109/WCNC.2010.5506248 10.1109/VETECF.2011.6093182 10.1109/VETECS.2009.5073611 10.1080/17442508308833246 10.1109/VETECS.2012.6240196 10.1109/GLOCOMW.2011.6162471 10.1109/TWC.2011.111211.110050 10.1109/WIMOB.2010.5645039 10.1109/TVT.2010.2043861 |
ContentType | Journal Article |
Copyright | 2014 Elsevier B.V. 2015 INIST-CNRS Copyright Elsevier Sequoia S.A. Nov 14, 2014 |
Copyright_xml | – notice: 2014 Elsevier B.V. – notice: 2015 INIST-CNRS – notice: Copyright Elsevier Sequoia S.A. Nov 14, 2014 |
DBID | IQODW AAYXX CITATION 7SC 8FD E3H F2A JQ2 L7M L~C L~D |
DOI | 10.1016/j.comnet.2014.08.011 |
DatabaseName | Pascal-Francis CrossRef Computer and Information Systems Abstracts Technology Research Database Library & Information Sciences Abstracts (LISA) Library & Information Science Abstracts (LISA) ProQuest Computer Science Collection Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Academic Computer and Information Systems Abstracts Professional |
DatabaseTitle | CrossRef Technology Research Database Computer and Information Systems Abstracts – Academic Library and Information Science Abstracts (LISA) ProQuest Computer Science Collection Computer and Information Systems Abstracts Advanced Technologies Database with Aerospace Computer and Information Systems Abstracts Professional |
DatabaseTitleList | Technology Research Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Engineering Applied Sciences |
EISSN | 1872-7069 |
EndPage | 334 |
ExternalDocumentID | 3455698251 10_1016_j_comnet_2014_08_011 28830990 S1389128614002916 |
Genre | Feature |
GroupedDBID | --K --M -~X .DC .~1 0R~ 1B1 1~. 1~5 4.4 457 4G. 5GY 5VS 6OB 7-5 71M 77K 8P~ AABNK AACTN AAEDT AAEDW AAIAV AAIKJ AAKOC AALRI AAOAW AAQFI AAXUO AAYFN ABBOA ABMAC ABXDB ABYKQ ACDAQ ACGFS ACRLP ACZNC ADBBV ADEZE ADTZH AEBSH AECPX AEKER AENEX AFKWA AFTJW AGHFR AGUBO AGYEJ AHJVU AHZHX AIALX AIEXJ AIKHN AITUG AJBFU AJOXV ALMA_UNASSIGNED_HOLDINGS AMFUW AMRAJ AOUOD AXJTR BJAXD BKOJK BLXMC CS3 DU5 EBS EFJIC EFLBG EJD EO8 EO9 EP2 EP3 FDB FEDTE FIRID FNPLU FYGXN G-Q GBLVA GBOLZ HVGLF IHE J1W JJJVA KOM M41 MO0 MS~ N9A O-L O9- OAUVE OZT P-8 P-9 PC. PQQKQ Q38 RIG ROL RPZ RXW SDF SDG SDP SES SPC SPCBC SST SSV SSZ T5K TAE TN5 ZMT ~G- 29F AALMO ABFNM ABPIF ABTAH ACNNM ADALY ADJOM F0J FGOYB HZ~ IPNFZ IQODW PQEST R2- SEW XFK ZY4 AAXKI AAYXX AFJKZ AKRWK CITATION 7SC 8FD E3H F2A JQ2 L7M L~C L~D |
ID | FETCH-LOGICAL-c364t-163d40eb66d9983f28498f0a6ab3e96da876ea7a48496dee70446e5688923563 |
IEDL.DBID | .~1 |
ISSN | 1389-1286 |
IngestDate | Thu Oct 10 18:36:22 EDT 2024 Thu Sep 26 16:19:44 EDT 2024 Fri Nov 25 01:03:47 EST 2022 Fri Feb 23 02:26:21 EST 2024 |
IsPeerReviewed | true |
IsScholarly | true |
Keywords | Resource scheduling OFDMA Channel reuse Transmission mode selection Device-to-device (D2D) communication Non convex programming Resource allocation Frequency division multiple access Cell network User need Mathematical programming High rate transmission Pervasive computing High performance Weighted average Cellular radio Optimal algorithm Reuse Transmission channel Scheduling Opportunist Communication network Multi hop network Computational complexity Heuristic method User requirement Orthogonal frequency division multiplexing Service quality Machine to machine |
Language | English |
License | CC BY 4.0 |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-c364t-163d40eb66d9983f28498f0a6ab3e96da876ea7a48496dee70446e5688923563 |
PQID | 1609305895 |
PQPubID | 47119 |
PageCount | 16 |
ParticipantIDs | proquest_journals_1609305895 crossref_primary_10_1016_j_comnet_2014_08_011 pascalfrancis_primary_28830990 elsevier_sciencedirect_doi_10_1016_j_comnet_2014_08_011 |
PublicationCentury | 2000 |
PublicationDate | 2014-11-14 |
PublicationDateYYYYMMDD | 2014-11-14 |
PublicationDate_xml | – month: 11 year: 2014 text: 2014-11-14 day: 14 |
PublicationDecade | 2010 |
PublicationPlace | Kidlington |
PublicationPlace_xml | – name: Kidlington – name: Amsterdam |
PublicationTitle | Computer networks (Amsterdam, Netherlands : 1999) |
PublicationYear | 2014 |
Publisher | Elsevier B.V Elsevier Elsevier Sequoia S.A |
Publisher_xml | – name: Elsevier B.V – name: Elsevier – name: Elsevier Sequoia S.A |
References | Kwon, Kim, Lee (b0085) 2010; 16 G. Fodor, N. Reider, A distributed power control scheme for cellular network assisted D2D communications, in: IEEE GLOBECOM, 2011. C.-H. Yu, O. Tirkkonen, K. Doppler, C. Ribeiro, Power optimization of device-to-device communication underlaying cellular communication, in: IEEE ICC, 2009. P. Janis, V. Koivunen, C. Ribeiro, J. Korhonen, K. Doppler, K. Hugl, Interference-aware resource allocation for device-to-device radio underlaying cellular networks, in: IEEE VTC Spring, 2009. X. Zhu, S. Wen, G. Cao, X. Zhang, D. Yang, Qos-based resource allocation scheme for device-to-device (D2D) radio underlaying cellular networks, in: IEEE ICT, 2012. Kim, Lee (b0070) 2010; 59 Lee, Mazumdar, Shroff (b0080) 2006; 5 X. Xiao, X. Tao, J. Lu, A QoS-aware power optimization scheme in OFDMA systems with integrated device-to-device (D2D) communications, in: IEEE VTC Fall, 2011. M. Belleschi, G. Fodor, A. Abrardo, Performance analysis of a distributed resource allocation sceme for D2D communications, in: IEEE GLOBECOM Workshops, 2011. Motorola, Long Term Evolution (LTE): Overview of LTE Air-Interfacetechnical White Paper, 2007. M. Zulhasnine, C. Huang, A. Srinivasan, Efficient resource allocation for device-to-device communication underlaying LTE network, in: IEEE WiMob, 2010. K. Doppler, C.-H. Yu, C. Ribeiro, P. Janis, Mode selection for device-to-device communication underlaying an lte-advanced network, in: IEEE WCNC, 2010. Kall, Wallace (b0090) 1994 Ermoliev (b0095) 1983; 9 Bertsekas (b0100) 1999 M. Jung, K. Hwang, S. Choi, Joint mode selection and power allocation scheme for power-efficient device-to-device (D2D) communication, in: IEEE VTC Spring, 2012. M.-H. Han, B.-G. Kim, J.-W. Lee, Subchannel and transmission mode scheduling for D2D communication in OFDMA networks, in: IEEE VTC Fall, 2012. Doppler, Rinne, Wijting, Ribeiro, Hugl (b0010) 2009; 47 Yu, Doppler, Ribeiro, Tirkkonen (b0055) 2011; 10 S. Hakola, T. Chen, J. Lehtomaki, T. Koskela, Device-to-device (d2d) communication in cellular network – performance analysis of optimum and practical communication mode selection, in: IEEE WCNC, 2010. Kim, Lee (b0075) 2012; 11 Ermoliev (10.1016/j.comnet.2014.08.011_b0095) 1983; 9 Kwon (10.1016/j.comnet.2014.08.011_b0085) 2010; 16 Kim (10.1016/j.comnet.2014.08.011_b0075) 2012; 11 Bertsekas (10.1016/j.comnet.2014.08.011_b0100) 1999 Doppler (10.1016/j.comnet.2014.08.011_b0010) 2009; 47 10.1016/j.comnet.2014.08.011_b0045 10.1016/j.comnet.2014.08.011_b0025 10.1016/j.comnet.2014.08.011_b0035 10.1016/j.comnet.2014.08.011_b0005 10.1016/j.comnet.2014.08.011_b0015 Kim (10.1016/j.comnet.2014.08.011_b0070) 2010; 59 Lee (10.1016/j.comnet.2014.08.011_b0080) 2006; 5 10.1016/j.comnet.2014.08.011_b0105 Kall (10.1016/j.comnet.2014.08.011_b0090) 1994 10.1016/j.comnet.2014.08.011_b0050 10.1016/j.comnet.2014.08.011_b0060 10.1016/j.comnet.2014.08.011_b0030 Yu (10.1016/j.comnet.2014.08.011_b0055) 2011; 10 10.1016/j.comnet.2014.08.011_b0040 10.1016/j.comnet.2014.08.011_b0065 10.1016/j.comnet.2014.08.011_b0020 |
References_xml | – volume: 16 start-page: 1975 year: 2010 end-page: 1986 ident: b0085 article-title: A unified framework for opportunistic fair scheduling in wireless networks: a dual approach publication-title: Wireless Networks contributor: fullname: Lee – volume: 9 start-page: 1 year: 1983 end-page: 36 ident: b0095 article-title: Stochastic quasigradient methods and their application to system optimization publication-title: Stochastics contributor: fullname: Ermoliev – volume: 47 start-page: 42 year: 2009 end-page: 49 ident: b0010 article-title: Device-to-device communication as an underlay to LTE-advanced networks publication-title: IEEE Commun. Mag. contributor: fullname: Hugl – volume: 11 start-page: 210 year: 2012 end-page: 221 ident: b0075 article-title: Opportunistic resource scheduling for OFDMA networks with network coding at relay stations publication-title: IEEE Trans. Wireless Commun. contributor: fullname: Lee – volume: 59 start-page: 2138 year: 2010 end-page: 2148 ident: b0070 article-title: Joint opportunistic subchannel and power scheduling for relay-based OFDMA networks with scheduling at relay stations publication-title: IEEE Trans. Veh. Technol. contributor: fullname: Lee – year: 1999 ident: b0100 article-title: Nonlinear Programming contributor: fullname: Bertsekas – volume: 5 start-page: 1506 year: 2006 end-page: 1515 ident: b0080 article-title: Opportunistic power scheduling for dynamic multi-server wireless systems publication-title: IEEE Trans. Wireless Commun. contributor: fullname: Shroff – year: 1994 ident: b0090 article-title: Stochastic Programming contributor: fullname: Wallace – volume: 10 start-page: 2752 year: 2011 end-page: 2763 ident: b0055 article-title: Resource sharing optimization for device-to-device communication underlaying cellular networks publication-title: IEEE Trans. Wireless Commun. contributor: fullname: Tirkkonen – year: 1994 ident: 10.1016/j.comnet.2014.08.011_b0090 contributor: fullname: Kall – volume: 47 start-page: 42 issue: 12 year: 2009 ident: 10.1016/j.comnet.2014.08.011_b0010 article-title: Device-to-device communication as an underlay to LTE-advanced networks publication-title: IEEE Commun. Mag. doi: 10.1109/MCOM.2009.5350367 contributor: fullname: Doppler – ident: 10.1016/j.comnet.2014.08.011_b0060 doi: 10.1109/ICTEL.2012.6221213 – volume: 5 start-page: 1506 issue: 6 year: 2006 ident: 10.1016/j.comnet.2014.08.011_b0080 article-title: Opportunistic power scheduling for dynamic multi-server wireless systems publication-title: IEEE Trans. Wireless Commun. doi: 10.1109/TWC.2006.1638671 contributor: fullname: Lee – volume: 10 start-page: 2752 issue: 8 year: 2011 ident: 10.1016/j.comnet.2014.08.011_b0055 article-title: Resource sharing optimization for device-to-device communication underlaying cellular networks publication-title: IEEE Trans. Wireless Commun. doi: 10.1109/TWC.2011.060811.102120 contributor: fullname: Yu – ident: 10.1016/j.comnet.2014.08.011_b0030 – ident: 10.1016/j.comnet.2014.08.011_b0005 doi: 10.1109/VTCFall.2012.6399205 – volume: 16 start-page: 1975 issue: 7 year: 2010 ident: 10.1016/j.comnet.2014.08.011_b0085 article-title: A unified framework for opportunistic fair scheduling in wireless networks: a dual approach publication-title: Wireless Networks doi: 10.1007/s11276-010-0239-1 contributor: fullname: Kwon – ident: 10.1016/j.comnet.2014.08.011_b0065 doi: 10.1109/WCNC.2010.5506133 – ident: 10.1016/j.comnet.2014.08.011_b0015 doi: 10.1109/GLOCOM.2011.6133537 – ident: 10.1016/j.comnet.2014.08.011_b0025 doi: 10.1109/WCNC.2010.5506248 – ident: 10.1016/j.comnet.2014.08.011_b0050 doi: 10.1109/VETECF.2011.6093182 – year: 1999 ident: 10.1016/j.comnet.2014.08.011_b0100 contributor: fullname: Bertsekas – ident: 10.1016/j.comnet.2014.08.011_b0035 doi: 10.1109/VETECS.2009.5073611 – volume: 9 start-page: 1 year: 1983 ident: 10.1016/j.comnet.2014.08.011_b0095 article-title: Stochastic quasigradient methods and their application to system optimization publication-title: Stochastics doi: 10.1080/17442508308833246 contributor: fullname: Ermoliev – ident: 10.1016/j.comnet.2014.08.011_b0105 – ident: 10.1016/j.comnet.2014.08.011_b0020 doi: 10.1109/VETECS.2012.6240196 – ident: 10.1016/j.comnet.2014.08.011_b0045 doi: 10.1109/GLOCOMW.2011.6162471 – volume: 11 start-page: 210 issue: 1 year: 2012 ident: 10.1016/j.comnet.2014.08.011_b0075 article-title: Opportunistic resource scheduling for OFDMA networks with network coding at relay stations publication-title: IEEE Trans. Wireless Commun. doi: 10.1109/TWC.2011.111211.110050 contributor: fullname: Kim – ident: 10.1016/j.comnet.2014.08.011_b0040 doi: 10.1109/WIMOB.2010.5645039 – volume: 59 start-page: 2138 issue: 5 year: 2010 ident: 10.1016/j.comnet.2014.08.011_b0070 article-title: Joint opportunistic subchannel and power scheduling for relay-based OFDMA networks with scheduling at relay stations publication-title: IEEE Trans. Veh. Technol. doi: 10.1109/TVT.2010.2043861 contributor: fullname: Kim |
SSID | ssj0004428 |
Score | 2.1964042 |
Snippet | In this paper, we study a resource scheduling problem for D2D communication in OFDMA cellular networks. In addition to opportunistically scheduling power and... |
SourceID | proquest crossref pascalfrancis elsevier |
SourceType | Aggregation Database Index Database Publisher |
StartPage | 319 |
SubjectTerms | Access control Access methods and protocols, osi model Algorithmics. Computability. Computer arithmetics Algorithms Applied sciences Channel reuse Communication Computer science; control theory; systems Computer systems and distributed systems. User interface Data transmission Device-to-device (D2D) communication Equipments and installations Exact sciences and technology Heuristic Mobile radiocommunication systems Network flow problem OFDMA Radiocommunications Resource scheduling Scheduling Scheduling algorithms Software Studies Telecommunications Telecommunications and information theory Teleprocessing networks. Isdn Theoretical computing Transmission mode selection Wireless networks |
Title | Opportunistic resource scheduling for D2D communication in OFDMA networks |
URI | https://dx.doi.org/10.1016/j.comnet.2014.08.011 https://www.proquest.com/docview/1609305895 |
Volume | 73 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnR1NS8MwNIx5UUT8xOkcOXiNa9Y0bY9jc2yObaATdwtJm8I81LLNq7_d9_qhGyKCp9LwmpT3kveR90XILecWzoHRzJWOYCLkEQsT32FCSx4HiQ19g_eQk6kcPouHhbeokV6VC4NhlSXvL3h6zq3LkXaJzXa2XLafchdbJwD5gq4ljmW3BQgj2NN3H99hHkLk_VURmCF0lT6Xx3jB3KnFiEou8kKenP8mng4zvQakJUW3ix-MO5dGg2NyVKqRtFv86Qmp2fSUHGwVFzwjo1mGujW6qwGIrsp7egrmLIgXzEKnoLDSfqdPo-0sEbpM6WzQn3RpWoSIr8_JfHA_7w1Z2TiBRa4UGwY6Viwca6SMwZpyExBBYZA4Wmrj2lDGGlig1b4WMC5ja3306lpPBgGoe550L0g9fUvtJaG-6wUmEjCPp4UJDJxu3w2N1wniMAbbsUFYhS6VFeUxVBU39qoK9CpEr8JmlwjvVzhVO2RWwMH_-LK1Q4Kv5bBdMnr3GqRZ0USV53CtuHRCFzsnelf_Xvma7OMbJiBy0ST1zerd3oAmsjGtfKu1yF53NB5O8Tl-fBl_ArOg3Zk |
link.rule.ids | 315,786,790,4521,24144,27955,27956,45618,45712 |
linkProvider | Elsevier |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV07T8MwELZKGQAhxFMUSvHAaho3jpOMVUvVQh8DRepm2Y0jlSFEbVn57dzlAa0QQmJ1LnZ0ju8--77zEXLHuYV1YDRzpSOYCPmchbHvMKElj4LYhr7Bc8jRWPZfxOPMm1VIp8yFQVplYftzm55Z66KlWWizmS4WzecsxNYKwL9gaInLHbKLaAB5Xfcf3zwPIbICqyjNULzMn8tIXtB5YpFSyUV2kyfnv_mnw1SvQGtxXu7ih-XO3FHvmBwVOJK28089IRWbnJKDjdsFz8hgkiK4xng1CNFlcVBPYT8L_gXT0CkgVtptdel8M02ELhI66XVHbZrkHPHVOZn2HqadPisqJ7C5K8WaAciKhGONlBFsp9wYfFAYxI6W2rg2lJEGG2i1rwW0y8haH8O61pNBAHjPk-4FqSZvib0k1He9wMwF9ONpYQIDy9t3Q-O1giiMYPNYI6xUl0rz-zFUSRx7Vbl6FapXYbVLlPdLnaqteVZgwv94s7E1BV_DYb1kDO_VSL2cE1UsxJXi0gldLJ3oXf175Fuy15-Ohmo4GD9dk318gtmIXNRJdb18tzcAS9amkf12nw9b3Y8 |
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=Opportunistic+resource+scheduling+for+D2D+communication+in+OFDMA+networks&rft.jtitle=Computer+networks+%28Amsterdam%2C+Netherlands+%3A+1999%29&rft.au=Han%2C+Min-Hong&rft.au=Kim%2C+Byung-Gook&rft.au=Lee%2C+Jang-Won&rft.date=2014-11-14&rft.pub=Elsevier+Sequoia+S.A&rft.issn=1389-1286&rft.eissn=1872-7069&rft.volume=73&rft.spage=319&rft_id=info:doi/10.1016%2Fj.comnet.2014.08.011&rft.externalDBID=NO_FULL_TEXT&rft.externalDocID=3455698251 |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1389-1286&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1389-1286&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1389-1286&client=summon |