Adaptive Flow Rate Control for Network Utility Maximization Subject to QoS Constraints in Wireless Multi-hop Networks
In this paper, we study the problem of network utility maximization subject to QoS constraints in a wireless multi-hop network. Recently, virtual queues based cross-layer solution has been proposed to address this issue. Virtual queues can share the burden of the actual queues and also control the l...
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| Published in | Peer-to-peer networking and applications Vol. 11; no. 5; pp. 881 - 899 |
|---|---|
| Main Authors | , , , , |
| Format | Journal Article |
| Language | English |
| Published |
New York
Springer US
01.09.2018
Springer Nature B.V |
| Subjects | |
| Online Access | Get full text |
| ISSN | 1936-6442 1936-6450 |
| DOI | 10.1007/s12083-017-0594-0 |
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| Abstract | In this paper, we study the problem of network utility maximization subject to QoS constraints in a wireless multi-hop network. Recently, virtual queues based cross-layer solution has been proposed to address this issue. Virtual queues can share the burden of the actual queues and also control the lengths of actual queues to ensure certain QoS constraints. In this paper, we introduce link reliability into the virtual queue models and optimization objective and accordingly present a fully distributed adaptive CSMA based flow rate control algorithm (AFCA) to achieve network utility maximization subject to QoS constraints. We analyze AFCA’s stability property and its near-optimality in network utility maximization while satisfying given QoS constraints. We reveal the relationship between various key parameters in AFCA and resulting network utility. Simulation results validate the effectiveness of our analytical results. |
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| AbstractList | In this paper, we study the problem of network utility maximization subject to QoS constraints in a wireless multi-hop network. Recently, virtual queues based cross-layer solution has been proposed to address this issue. Virtual queues can share the burden of the actual queues and also control the lengths of actual queues to ensure certain QoS constraints. In this paper, we introduce link reliability into the virtual queue models and optimization objective and accordingly present a fully distributed adaptive CSMA based flow rate control algorithm (AFCA) to achieve network utility maximization subject to QoS constraints. We analyze AFCA’s stability property and its near-optimality in network utility maximization while satisfying given QoS constraints. We reveal the relationship between various key parameters in AFCA and resulting network utility. Simulation results validate the effectiveness of our analytical results. |
| Author | Li, Cheng Wang, Tao Zhang, Baoxian Hao, Kun Yao, Zheng |
| Author_xml | – sequence: 1 givenname: Tao surname: Wang fullname: Wang, Tao organization: Research Center of Ubiquitous Sensor Networks, University of Chinese Academy of Sciences – sequence: 2 givenname: Zheng surname: Yao fullname: Yao, Zheng organization: Research Center of Ubiquitous Sensor Networks, University of Chinese Academy of Sciences – sequence: 3 givenname: Baoxian surname: Zhang fullname: Zhang, Baoxian organization: Research Center of Ubiquitous Sensor Networks, University of Chinese Academy of Sciences – sequence: 4 givenname: Cheng orcidid: 0000-0003-3424-2414 surname: Li fullname: Li, Cheng email: licheng@mun.ca organization: Electrical and Computer Engineering, Faculty of Engineering and Applied Science, Memorial University – sequence: 5 givenname: Kun surname: Hao fullname: Hao, Kun organization: School of Computer and Information Engineering, Tianjin Chengjian University |
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| CitedBy_id | crossref_primary_10_1109_TVT_2019_2934419 crossref_primary_10_1016_j_comcom_2022_01_008 crossref_primary_10_1109_JIOT_2019_2945328 |
| Cites_doi | 10.1109/JSAC.2004.837349 10.1109/TIT.2006.876219 10.1109/TNET.2009.2035046 10.1109/TPDS.2015.2388482 10.1109/TNET.2007.900405 10.1109/TNET.2012.2227790 10.1109/TNET.2013.2273100 10.1109/90.811451 10.1016/j.comnet.2010.07.001 10.1109/TNET.2014.2303093 10.1109/LCOMM.2016.2547951 10.1109/JSAC.2006.879365 10.1007/s11277-014-2033-3 10.1007/s11277-016-3305-x 10.1109/TMC.2010.89 10.1109/TNET.2012.2230404 10.1109/TIT.2008.920213 10.1109/TNET.2012.2191157 10.1109/TPDS.2007.30 10.1109/JPROC.2006.887322 10.1109/TNET.2011.2177101 10.1109/HPCC.and.EUC.2013.35 10.1109/INFCOM.2007.56 10.1109/ALLERTON.2015.7447015 10.1109/INFCOM.2011.5934971 10.1145/2491288.2491303 10.1109/ICC.2013.6655579 10.1109/INFOCOM.2014.6847949 10.1109/INFCOM.2010.5462026 |
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| Keywords | QoS constraints wireless multihop networks Network utility maximization link reliability |
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| References | Chiang, Low, Calderbank, Doyle (CR2) 2007; 95 Lin, Shroff, Srikant (CR3) 2008; 54 CR15 Neely, Modiano, Rohrs (CR7) 2005; 23 Ni, Tan, Srikant (CR24) 2012; 20 Low, Lapsley (CR1) 1999; 7 Dong, Ota, Liu, Guo (CR16) 2016; 27 Karaca, Landfeldt (CR31) 2016; 20 CR30 Jiang, Walrand (CR12) 2010; 18 Huynh, Pham, Lee, Hwang (CR11) 2015; 80 Li, Papachristodoulou, Chiang, Calderbank (CR17) 2011; 55 Xue, Ekici (CR10) 2013; 21 Xue, Murawski, Ekici (CR23) 2015; 23 Liew, Kai, Leung, Wong (CR13) 2010; 9 CR6 CR5 CR28 Choi, Joo, Zhang, Shroff (CR29) 2014; 22 Li, Chiang, Calderbank, Diggavi (CR4) 2009; 57 CR27 CR26 Neely (CR21) 2013; 21 Giaccone, Leonardi, Shah (CR18) 2007; 18 Kelly (CR32) 1979 CR20 Neely, Modiano, Li (CR8) 2008; 16 Bo, Joo, Shroff (CR22) 2013; 21 Wang, Kar (CR9) 2006; 24 Deng, He, Zhu, Dong, Ota, Cai (CR14) 2016; 89 Wang, Yao, Zhang, Li (CR25) 2017; 11 Neely (CR19) 2006; 52 594_CR5 X Lin (594_CR3) 2008; 54 X Deng (594_CR14) 2016; 89 SH Low (594_CR1) 1999; 7 MJ Neely (594_CR19) 2006; 52 J Bo (594_CR22) 2013; 21 MJ Neely (594_CR21) 2013; 21 D Xue (594_CR23) 2015; 23 594_CR20 JG Choi (594_CR29) 2014; 22 594_CR6 SC Liew (594_CR13) 2010; 9 594_CR15 T Huynh (594_CR11) 2015; 80 J Ni (594_CR24) 2012; 20 P Giaccone (594_CR18) 2007; 18 L Jiang (594_CR12) 2010; 18 X Wang (594_CR9) 2006; 24 M Chiang (594_CR2) 2007; 95 M Dong (594_CR16) 2016; 27 594_CR30 Y Li (594_CR17) 2011; 55 Y Li (594_CR4) 2009; 57 D Xue (594_CR10) 2013; 21 M Karaca (594_CR31) 2016; 20 594_CR28 FP Kelly (594_CR32) 1979 594_CR27 594_CR26 MJ Neely (594_CR8) 2008; 16 T Wang (594_CR25) 2017; 11 MJ Neely (594_CR7) 2005; 23 |
| References_xml | – volume: 23 start-page: 98 issue: 1 year: 2005 end-page: 103 ident: CR7 article-title: Dynamic Power Allocation and Routing for time varing wireless networks publication-title: IEEE J Sel Areas Commun doi: 10.1109/JSAC.2004.837349 – volume: 52 start-page: 2915 issue: 7 year: 2006 end-page: 2934 ident: CR19 article-title: Energy optimal control for time varying wireless networks publication-title: IEEE Trans Inf Theory doi: 10.1109/TIT.2006.876219 – volume: 18 start-page: 960 issue: 3 year: 2010 end-page: 972 ident: CR12 article-title: A Distributed CSMA Algorithm for Throughput and Utility Maximization in wireless networks publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2009.2035046 – volume: 27 start-page: 225 issue: 1 year: 2016 end-page: 236 ident: CR16 article-title: Joint Optimization of Lifetime and Transport Delay under Reliability Constraint Wireless Sensor Networks publication-title: IEEE Trans Parallel Distrib Syst doi: 10.1109/TPDS.2015.2388482 – volume: 16 start-page: 396 issue: 2 year: 2008 end-page: 409 ident: CR8 article-title: Fairness and optimal stochastic control for heterogeneous networks publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2007.900405 – ident: CR30 – volume: 21 start-page: 1539 issue: 5 year: 2013 end-page: 1552 ident: CR22 article-title: Delay-Based Back-Pressure Scheduling in Multihop Wireless Networks publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2012.2227790 – volume: 22 start-page: 1204 issue: 4 year: 2014 end-page: 1217 ident: CR29 article-title: Distributed Link Scheduling Under SINR Model in multihop wireless networks publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2013.2273100 – ident: CR6 – ident: CR27 – volume: 7 start-page: 861 issue: 6 year: 1999 end-page: 874 ident: CR1 article-title: Optimization Flow Control, I: Basic Algorithm and Convergence publication-title: IEEE/ACM Trans Networking doi: 10.1109/90.811451 – volume: 55 start-page: 20 year: 2011 end-page: 32 ident: CR17 article-title: Congestion control and its stability in networks with delay sensitive traffic publication-title: Comput Netw doi: 10.1016/j.comnet.2010.07.001 – volume: 11 start-page: 193 issue: 1 year: 2017 end-page: 214 ident: CR25 article-title: Utility Bounds of Joint Congestion and Medium Access Control for CSMA based Wireless Networks publication-title: KSII Trans Internet Inf Syst – volume: 23 start-page: 519 issue: 2 year: 2015 end-page: 532 ident: CR23 article-title: Capacity achieving distributed scheduling with finite buffers publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2014.2303093 – year: 1979 ident: CR32 publication-title: Reversibility and Stochastic Networks – volume: 20 start-page: 1183 issue: 6 year: 2016 end-page: 1186 ident: CR31 article-title: Approaching Optimal Centralized Scheduling with CSMA-Based Random Access over Fading Channels publication-title: IEEE Commun Lett doi: 10.1109/LCOMM.2016.2547951 – volume: 24 start-page: 1548 issue: 8 year: 2006 end-page: 1559 ident: CR9 article-title: Cross-layer rate optimization for proportional fairness in multihop wireless networks with random access publication-title: IEEE J Sel Areas Commun doi: 10.1109/JSAC.2006.879365 – volume: 80 start-page: 647 issue: 2 year: 2015 end-page: 670 ident: CR11 article-title: Dynamic Control Policy for Delay Guarantees in Multi-hop Wireless Networks publication-title: Wireless Personal Communications: An International Journal doi: 10.1007/s11277-014-2033-3 – ident: CR15 – volume: 89 start-page: 1065 issue: 4 year: 2016 end-page: 1088 ident: CR14 article-title: QoS-Aware and Load-Balance Routing for IEEE 802.11s Based Neighborhood Area Network in Smart Grid publication-title: Wirel Pers Commun doi: 10.1007/s11277-016-3305-x – volume: 9 start-page: 1319 issue: 9 year: 2010 end-page: 1331 ident: CR13 article-title: Back-of-the-envelope computation of throughput distributions in CSMA wireless networks publication-title: IEEE Trans Mob Comput doi: 10.1109/TMC.2010.89 – volume: 57 start-page: 1390 issue: 5 year: 2009 end-page: 1401 ident: CR4 article-title: Optimal rate-reliability-delay tradeoff in networks with composite links publication-title: IEEE/ACM Trans Networking – volume: 21 start-page: 1696 issue: 6 year: 2013 end-page: 1707 ident: CR10 article-title: Delay-guaranteed cross-Layer scheduling in multihop wireless networks publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2012.2230404 – volume: 54 start-page: 2317 issue: 5 year: 2008 end-page: 2338 ident: CR3 article-title: On the connection-level stability of congestion-controlled communication networks publication-title: IEEE Trans Inf Theory doi: 10.1109/TIT.2008.920213 – volume: 21 start-page: 41 issue: 1 year: 2013 end-page: 54 ident: CR21 article-title: Delay-based network utility maximization publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2012.2191157 – ident: CR5 – volume: 18 start-page: 251 issue: 2 year: 2007 end-page: 263 ident: CR18 article-title: Throughput region of finite buffered networks publication-title: IEEE Trans Parallel Distrib Syst doi: 10.1109/TPDS.2007.30 – ident: CR28 – ident: CR26 – volume: 95 start-page: 255 issue: 1 year: 2007 end-page: 312 ident: CR2 article-title: Layering as optimization decomposition - A mathematical theory of network architectures publication-title: Proc IEEE doi: 10.1109/JPROC.2006.887322 – ident: CR20 – volume: 20 start-page: 825 issue: 3 year: 2012 end-page: 836 ident: CR24 article-title: Q-CSMA: Queue-Length-Based CSMA/CA Algorithms for Achieving Maximum Throughput and Low Delay in Wireless Networks publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2011.2177101 – volume: 27 start-page: 225 issue: 1 year: 2016 ident: 594_CR16 publication-title: IEEE Trans Parallel Distrib Syst doi: 10.1109/TPDS.2015.2388482 – ident: 594_CR15 doi: 10.1109/HPCC.and.EUC.2013.35 – volume: 52 start-page: 2915 issue: 7 year: 2006 ident: 594_CR19 publication-title: IEEE Trans Inf Theory doi: 10.1109/TIT.2006.876219 – volume: 57 start-page: 1390 issue: 5 year: 2009 ident: 594_CR4 publication-title: IEEE/ACM Trans Networking – volume: 22 start-page: 1204 issue: 4 year: 2014 ident: 594_CR29 publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2013.2273100 – ident: 594_CR5 doi: 10.1109/INFCOM.2007.56 – volume: 11 start-page: 193 issue: 1 year: 2017 ident: 594_CR25 publication-title: KSII Trans Internet Inf Syst – volume: 21 start-page: 41 issue: 1 year: 2013 ident: 594_CR21 publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2012.2191157 – volume: 16 start-page: 396 issue: 2 year: 2008 ident: 594_CR8 publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2007.900405 – volume: 18 start-page: 960 issue: 3 year: 2010 ident: 594_CR12 publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2009.2035046 – ident: 594_CR27 doi: 10.1109/ALLERTON.2015.7447015 – ident: 594_CR6 doi: 10.1109/INFCOM.2011.5934971 – volume: 21 start-page: 1539 issue: 5 year: 2013 ident: 594_CR22 publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2012.2227790 – ident: 594_CR28 doi: 10.1145/2491288.2491303 – volume: 55 start-page: 20 year: 2011 ident: 594_CR17 publication-title: Comput Netw doi: 10.1016/j.comnet.2010.07.001 – volume: 21 start-page: 1696 issue: 6 year: 2013 ident: 594_CR10 publication-title: IEEE/ACM Trans Networking doi: 10.1109/TNET.2012.2230404 – volume: 18 start-page: 251 issue: 2 year: 2007 ident: 594_CR18 publication-title: IEEE Trans Parallel Distrib Syst doi: 10.1109/TPDS.2007.30 – ident: 594_CR26 doi: 10.1109/ICC.2013.6655579 – ident: 594_CR30 doi: 10.1109/INFOCOM.2014.6847949 – volume: 7 start-page: 861 issue: 6 year: 1999 ident: 594_CR1 publication-title: IEEE/ACM Trans Networking doi: 10.1109/90.811451 – volume: 9 start-page: 1319 issue: 9 year: 2010 ident: 594_CR13 publication-title: IEEE Trans Mob Comput doi: 10.1109/TMC.2010.89 – 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| StartPage | 881 |
| SubjectTerms | Adaptive algorithms Adaptive control Communications Engineering Computer Communication Networks Computer simulation Control theory Engineering Flow velocity Information Systems and Communication Service Maximization Networks Optimization Quality of service architectures Queues Signal,Image and Speech Processing Stability analysis Wireless networks |
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| Title | Adaptive Flow Rate Control for Network Utility Maximization Subject to QoS Constraints in Wireless Multi-hop Networks |
| URI | https://link.springer.com/article/10.1007/s12083-017-0594-0 https://www.proquest.com/docview/2052772619 |
| Volume | 11 |
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