Throughput Maximization for Multi-Hop Wireless Networks with Network-Wide Energy Constraint
The cost of energy consumption is an important concern for network operators. In this paper, we study an energy-related problem that focuses on network-wide energy consumption. In the first part of this work, we study how to maximize throughput under a network-wide energy constraint. We formulate th...
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Veröffentlicht in: | IEEE transactions on wireless communications 2013-03, Vol.12 (3), p.1255-1267 |
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creator | Canming Jiang Yi Shi Hou, Y. T. Wenjing Lou Sherali, H. D. |
description | The cost of energy consumption is an important concern for network operators. In this paper, we study an energy-related problem that focuses on network-wide energy consumption. In the first part of this work, we study how to maximize throughput under a network-wide energy constraint. We formulate this problem as a mixed-integer nonlinear program (MINLP). This formulation differs from prior efforts as it considers a non-zero device power, which complicates the problem. We propose a novel piece-wise linear approximation to transform the nonlinear constraints into linear constraints. We prove that the solution developed under this approach is near-optimal with a guaranteed performance bound. In the second part, we generalize the problem in the first part via a multicriteria optimization framework, which simultaneously optimizes throughput and total network energy. We show how weakly Pareto-optimal solutions can characterize an optimal throughput-energy curve. We offer some interesting properties of the optimal throughput-energy curves, which are useful to both network operators and end-users. Our results fill in some important gaps in the current understanding on optimizing total network energy. |
doi_str_mv | 10.1109/TWC.2013.013013.120636 |
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T. ; Wenjing Lou ; Sherali, H. D.</creator><creatorcontrib>Canming Jiang ; Yi Shi ; Hou, Y. T. ; Wenjing Lou ; Sherali, H. D.</creatorcontrib><description>The cost of energy consumption is an important concern for network operators. In this paper, we study an energy-related problem that focuses on network-wide energy consumption. In the first part of this work, we study how to maximize throughput under a network-wide energy constraint. We formulate this problem as a mixed-integer nonlinear program (MINLP). This formulation differs from prior efforts as it considers a non-zero device power, which complicates the problem. We propose a novel piece-wise linear approximation to transform the nonlinear constraints into linear constraints. We prove that the solution developed under this approach is near-optimal with a guaranteed performance bound. In the second part, we generalize the problem in the first part via a multicriteria optimization framework, which simultaneously optimizes throughput and total network energy. We show how weakly Pareto-optimal solutions can characterize an optimal throughput-energy curve. We offer some interesting properties of the optimal throughput-energy curves, which are useful to both network operators and end-users. Our results fill in some important gaps in the current understanding on optimizing total network energy.</description><identifier>ISSN: 1536-1276</identifier><identifier>EISSN: 1558-2248</identifier><identifier>DOI: 10.1109/TWC.2013.013013.120636</identifier><identifier>CODEN: ITWCAX</identifier><language>eng</language><publisher>New York, NY: IEEE</publisher><subject>Applied sciences ; Approximation ; Energy consumption ; Energy optimization ; Exact sciences and technology ; Linear approximation ; Mathematical analysis ; Maximization ; multi-hop wireless networks ; multicriteria optimization ; network throughput ; Nonlinearity ; Operators ; Optimization ; Optimized production technology ; Spread spectrum communication ; Studies ; Systems, networks and services of telecommunications ; Telecommunications ; Telecommunications and information theory ; Throughput ; total network energy ; Transmission and modulation (techniques and equipments) ; Wireless networks</subject><ispartof>IEEE transactions on wireless communications, 2013-03, Vol.12 (3), p.1255-1267</ispartof><rights>2014 INIST-CNRS</rights><rights>Copyright The Institute of Electrical and Electronics Engineers, Inc. (IEEE) Mar 2013</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c399t-8234733b529290d43ff0271306f9f471f5bfd1ec83bbc785c32ab8dd78863aa33</citedby><cites>FETCH-LOGICAL-c399t-8234733b529290d43ff0271306f9f471f5bfd1ec83bbc785c32ab8dd78863aa33</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://ieeexplore.ieee.org/document/6449263$$EHTML$$P50$$Gieee$$H</linktohtml><link.rule.ids>314,777,781,793,27905,27906,54739</link.rule.ids><linktorsrc>$$Uhttps://ieeexplore.ieee.org/document/6449263$$EView_record_in_IEEE$$FView_record_in_$$GIEEE</linktorsrc><backlink>$$Uhttp://pascal-francis.inist.fr/vibad/index.php?action=getRecordDetail&idt=27210896$$DView record in Pascal Francis$$Hfree_for_read</backlink></links><search><creatorcontrib>Canming Jiang</creatorcontrib><creatorcontrib>Yi Shi</creatorcontrib><creatorcontrib>Hou, Y. T.</creatorcontrib><creatorcontrib>Wenjing Lou</creatorcontrib><creatorcontrib>Sherali, H. D.</creatorcontrib><title>Throughput Maximization for Multi-Hop Wireless Networks with Network-Wide Energy Constraint</title><title>IEEE transactions on wireless communications</title><addtitle>TWC</addtitle><description>The cost of energy consumption is an important concern for network operators. In this paper, we study an energy-related problem that focuses on network-wide energy consumption. In the first part of this work, we study how to maximize throughput under a network-wide energy constraint. We formulate this problem as a mixed-integer nonlinear program (MINLP). This formulation differs from prior efforts as it considers a non-zero device power, which complicates the problem. We propose a novel piece-wise linear approximation to transform the nonlinear constraints into linear constraints. We prove that the solution developed under this approach is near-optimal with a guaranteed performance bound. In the second part, we generalize the problem in the first part via a multicriteria optimization framework, which simultaneously optimizes throughput and total network energy. We show how weakly Pareto-optimal solutions can characterize an optimal throughput-energy curve. We offer some interesting properties of the optimal throughput-energy curves, which are useful to both network operators and end-users. Our results fill in some important gaps in the current understanding on optimizing total network energy.</description><subject>Applied sciences</subject><subject>Approximation</subject><subject>Energy consumption</subject><subject>Energy optimization</subject><subject>Exact sciences and technology</subject><subject>Linear approximation</subject><subject>Mathematical analysis</subject><subject>Maximization</subject><subject>multi-hop wireless networks</subject><subject>multicriteria optimization</subject><subject>network throughput</subject><subject>Nonlinearity</subject><subject>Operators</subject><subject>Optimization</subject><subject>Optimized production technology</subject><subject>Spread spectrum communication</subject><subject>Studies</subject><subject>Systems, networks and services of telecommunications</subject><subject>Telecommunications</subject><subject>Telecommunications and information theory</subject><subject>Throughput</subject><subject>total network energy</subject><subject>Transmission and modulation (techniques and equipments)</subject><subject>Wireless networks</subject><issn>1536-1276</issn><issn>1558-2248</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2013</creationdate><recordtype>article</recordtype><sourceid>RIE</sourceid><recordid>eNpdkE9LwzAYh4soOKefQJCCCF4686dNk6OM6YRNL5MdPIS0TbbMrqlJypyf3tZODx7Cm_A-74-8TxBcQTCCELC7xXI8QgDiUXu6AhEgmBwFA5gkNEIopsfdHZMIopScBmfObQCAKUmSQfC2WFvTrNZ148O5-NRb_SW8NlWojA3nTel1NDV1uNRWltK58Fn6nbHvLtxpv_59RUtdyHBSSbvah2NTOW-Frvx5cKJE6eTFoQ6D14fJYjyNZi-PT-P7WZRjxnxEEY5TjLMEMcRAEWOlAErbXYhiKk6hSjJVQJlTnGV5SpMcI5HRokgpJVgIjIfBbZ9bW_PRSOf5VrtclqWopGkchzhmbQ5gsEWv_6Eb09iq_V1LoZgkhP1QpKdya5yzUvHa6q2wew4B75zz1jnvnPPeOe-dt4M3h3jhclEqK6pcu79plCIIKOu4y57TUsq_NoljhgjG38ecij4</recordid><startdate>20130301</startdate><enddate>20130301</enddate><creator>Canming Jiang</creator><creator>Yi Shi</creator><creator>Hou, Y. T.</creator><creator>Wenjing Lou</creator><creator>Sherali, H. D.</creator><general>IEEE</general><general>Institute of Electrical and Electronics Engineers</general><general>The Institute of Electrical and Electronics Engineers, Inc. (IEEE)</general><scope>97E</scope><scope>RIA</scope><scope>RIE</scope><scope>IQODW</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>7SC</scope><scope>7SP</scope><scope>8FD</scope><scope>JQ2</scope><scope>L7M</scope><scope>L~C</scope><scope>L~D</scope><scope>F28</scope><scope>FR3</scope></search><sort><creationdate>20130301</creationdate><title>Throughput Maximization for Multi-Hop Wireless Networks with Network-Wide Energy Constraint</title><author>Canming Jiang ; Yi Shi ; Hou, Y. T. ; Wenjing Lou ; Sherali, H. D.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c399t-8234733b529290d43ff0271306f9f471f5bfd1ec83bbc785c32ab8dd78863aa33</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2013</creationdate><topic>Applied sciences</topic><topic>Approximation</topic><topic>Energy consumption</topic><topic>Energy optimization</topic><topic>Exact sciences and technology</topic><topic>Linear approximation</topic><topic>Mathematical analysis</topic><topic>Maximization</topic><topic>multi-hop wireless networks</topic><topic>multicriteria optimization</topic><topic>network throughput</topic><topic>Nonlinearity</topic><topic>Operators</topic><topic>Optimization</topic><topic>Optimized production technology</topic><topic>Spread spectrum communication</topic><topic>Studies</topic><topic>Systems, networks and services of telecommunications</topic><topic>Telecommunications</topic><topic>Telecommunications and information theory</topic><topic>Throughput</topic><topic>total network energy</topic><topic>Transmission and modulation (techniques and equipments)</topic><topic>Wireless networks</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Canming Jiang</creatorcontrib><creatorcontrib>Yi Shi</creatorcontrib><creatorcontrib>Hou, Y. 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T.</au><au>Wenjing Lou</au><au>Sherali, H. D.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Throughput Maximization for Multi-Hop Wireless Networks with Network-Wide Energy Constraint</atitle><jtitle>IEEE transactions on wireless communications</jtitle><stitle>TWC</stitle><date>2013-03-01</date><risdate>2013</risdate><volume>12</volume><issue>3</issue><spage>1255</spage><epage>1267</epage><pages>1255-1267</pages><issn>1536-1276</issn><eissn>1558-2248</eissn><coden>ITWCAX</coden><abstract>The cost of energy consumption is an important concern for network operators. In this paper, we study an energy-related problem that focuses on network-wide energy consumption. In the first part of this work, we study how to maximize throughput under a network-wide energy constraint. We formulate this problem as a mixed-integer nonlinear program (MINLP). This formulation differs from prior efforts as it considers a non-zero device power, which complicates the problem. We propose a novel piece-wise linear approximation to transform the nonlinear constraints into linear constraints. We prove that the solution developed under this approach is near-optimal with a guaranteed performance bound. In the second part, we generalize the problem in the first part via a multicriteria optimization framework, which simultaneously optimizes throughput and total network energy. We show how weakly Pareto-optimal solutions can characterize an optimal throughput-energy curve. We offer some interesting properties of the optimal throughput-energy curves, which are useful to both network operators and end-users. Our results fill in some important gaps in the current understanding on optimizing total network energy.</abstract><cop>New York, NY</cop><pub>IEEE</pub><doi>10.1109/TWC.2013.013013.120636</doi><tpages>13</tpages></addata></record> |
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subjects | Applied sciences Approximation Energy consumption Energy optimization Exact sciences and technology Linear approximation Mathematical analysis Maximization multi-hop wireless networks multicriteria optimization network throughput Nonlinearity Operators Optimization Optimized production technology Spread spectrum communication Studies Systems, networks and services of telecommunications Telecommunications Telecommunications and information theory Throughput total network energy Transmission and modulation (techniques and equipments) Wireless networks |
title | Throughput Maximization for Multi-Hop Wireless Networks with Network-Wide Energy Constraint |
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