{"id":"https://openalex.org/W2943864691","doi":"https://doi.org/10.1109/access.2019.2915968","title":"Resource Allocation for Millimeter Wave Self-Backhaul Network Using Markov Approximation","display_name":"Resource Allocation for Millimeter Wave Self-Backhaul Network Using Markov Approximation","publication_year":2019,"publication_date":"2019-01-01","ids":{"openalex":"https://openalex.org/W2943864691","doi":"https://doi.org/10.1109/access.2019.2915968","mag":"2943864691"},"language":"en","primary_location":{"id":"doi:10.1109/access.2019.2915968","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2915968","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08710314.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08710314.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084293340","display_name":"Wenjuan Pu","orcid":"https://orcid.org/0000-0002-7829-0613"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjuan Pu","raw_affiliation_strings":["Collaborative Innovation Center of Information Sensing and Understanding, Xidian University, Xi\u2019an, China","State Key Laboratory on Integrated Services Network, Xidian University, Xi'an 710071, China"],"raw_orcid":"https://orcid.org/0000-0002-7829-0613","affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center of Information Sensing and Understanding, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory on Integrated Services Network, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338527","display_name":"Xiaohui Li","orcid":"https://orcid.org/0000-0002-0589-3712"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaohui Li","raw_affiliation_strings":["Collaborative Innovation Center of Information Sensing and Understanding, Xidian University, Xi\u2019an, China","State Key Laboratory on Integrated Services Network, Xidian University, Xi'an 710071, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Collaborative Innovation Center of Information Sensing and Understanding, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory on Integrated Services Network, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043352911","display_name":"Jiangwei Yuan","orcid":"https://orcid.org/0000-0002-0892-3630"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangwei Yuan","raw_affiliation_strings":["State Key Laboratory on Integrated Services Network, Xidian University, Xi\u2019an, China","State Key Laboratory on Integrated Services Network, Xidian University, Xi'an 710071, China"],"raw_orcid":"https://orcid.org/0000-0002-0892-3630","affiliations":[{"raw_affiliation_string":"State Key Laboratory on Integrated Services Network, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory on Integrated Services Network, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101577876","display_name":"Xu Yang","orcid":"https://orcid.org/0000-0002-2209-8171"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Yang","raw_affiliation_strings":["State Key Laboratory on Integrated Services Network, Xidian University, Xi\u2019an, China","State Key Laboratory on Integrated Services Network, Xidian University, Xi'an 710071, China"],"raw_orcid":"https://orcid.org/0000-0002-2209-8171","affiliations":[{"raw_affiliation_string":"State Key Laboratory on Integrated Services Network, Xidian University, Xi\u2019an, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"State Key Laboratory on Integrated Services Network, Xidian University, Xi'an 710071, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100338527"],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.6951,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.84535222,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"7","issue":null,"first_page":"61283","last_page":"61295"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13905","display_name":"Telecommunications and Broadcasting Technologies","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/backhaul","display_name":"Backhaul (telecommunications)","score":0.930609941482544},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7326101064682007},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.6378048658370972},{"id":"https://openalex.org/keywords/beamforming","display_name":"Beamforming","score":0.5857510566711426},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.5216629505157471},{"id":"https://openalex.org/keywords/markov-chain","display_name":"Markov chain","score":0.49218645691871643},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4789358079433441},{"id":"https://openalex.org/keywords/utility-maximization-problem","display_name":"Utility maximization problem","score":0.4512443244457245},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.44468793272972107},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.443601131439209},{"id":"https://openalex.org/keywords/integer-programming","display_name":"Integer programming","score":0.42992809414863586},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.4234112501144409},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.279010534286499},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21806663274765015},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18529415130615234},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1631775200366974},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.08646634221076965}],"concepts":[{"id":"https://openalex.org/C103760667","wikidata":"https://www.wikidata.org/wiki/Q798444","display_name":"Backhaul (telecommunications)","level":3,"score":0.930609941482544},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7326101064682007},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.6378048658370972},{"id":"https://openalex.org/C54197355","wikidata":"https://www.wikidata.org/wiki/Q5782992","display_name":"Beamforming","level":2,"score":0.5857510566711426},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.5216629505157471},{"id":"https://openalex.org/C98763669","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov chain","level":2,"score":0.49218645691871643},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4789358079433441},{"id":"https://openalex.org/C2779044140","wikidata":"https://www.wikidata.org/wiki/Q3274096","display_name":"Utility maximization problem","level":3,"score":0.4512443244457245},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.44468793272972107},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.443601131439209},{"id":"https://openalex.org/C56086750","wikidata":"https://www.wikidata.org/wiki/Q6042592","display_name":"Integer programming","level":2,"score":0.42992809414863586},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.4234112501144409},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.279010534286499},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21806663274765015},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18529415130615234},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1631775200366974},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.08646634221076965},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C2985793214","wikidata":"https://www.wikidata.org/wiki/Q3274096","display_name":"Utility maximization","level":2,"score":0.0},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2019.2915968","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2915968","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08710314.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:618179ecd11e47e094595c55ecf62240","is_oa":true,"landing_page_url":"https://doaj.org/article/618179ecd11e47e094595c55ecf62240","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 7, Pp 61283-61295 (2019)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2019.2915968","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2019.2915968","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8600701/08710314.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.4399999976158142,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[{"id":"https://openalex.org/G1147091691","display_name":null,"funder_award_id":"MJ-2014-S-37","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1474490597","display_name":null,"funder_award_id":"111 Project","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1595715893","display_name":null,"funder_award_id":"B08038","funder_id":"https://openalex.org/F4320327912","funder_display_name":"Higher Education Discipline Innovation Project"},{"id":"https://openalex.org/G3374799353","display_name":null,"funder_award_id":"61201134","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8500871024","display_name":null,"funder_award_id":"B08038","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327912","display_name":"Higher Education Discipline Innovation Project","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2943864691.pdf","grobid_xml":"https://content.openalex.org/works/W2943864691.grobid-xml"},"referenced_works_count":30,"referenced_works":["https://openalex.org/W1923185876","https://openalex.org/W1970904871","https://openalex.org/W2009447832","https://openalex.org/W2053521124","https://openalex.org/W2061948052","https://openalex.org/W2074086712","https://openalex.org/W2089050596","https://openalex.org/W2095912897","https://openalex.org/W2292156681","https://openalex.org/W2368600038","https://openalex.org/W2471056021","https://openalex.org/W2523433278","https://openalex.org/W2527440558","https://openalex.org/W2565006596","https://openalex.org/W2585116755","https://openalex.org/W2609366403","https://openalex.org/W2611421367","https://openalex.org/W2612472700","https://openalex.org/W2612523361","https://openalex.org/W2615358882","https://openalex.org/W2626889522","https://openalex.org/W2758883411","https://openalex.org/W2773515224","https://openalex.org/W2789328094","https://openalex.org/W2883429659","https://openalex.org/W2962958278","https://openalex.org/W3099803135","https://openalex.org/W3099805661","https://openalex.org/W3102113300","https://openalex.org/W6703574886"],"related_works":["https://openalex.org/W2765089333","https://openalex.org/W4297311468","https://openalex.org/W2963440157","https://openalex.org/W2898650565","https://openalex.org/W2964194703","https://openalex.org/W2915882743","https://openalex.org/W2883068039","https://openalex.org/W2297074413","https://openalex.org/W2765442284","https://openalex.org/W4206794596"],"abstract_inverted_index":{"Millimeter":[0],"wave":[1],"(mmW)":[2],"self-backhaul":[3],"has":[4],"been":[5],"regarded":[6],"as":[7],"a":[8,24,57,147,153,230],"high-capacity":[9],"and":[10,38,45,167,183,228],"low-cost":[11],"solution":[12,219,226],"to":[13,88,116,161,176,200,215,236,238,248],"deploy":[14],"dense":[15],"small":[16,107],"cell":[17,108],"networks":[18],"but":[19],"its":[20,123,139],"performance":[21,251],"depends":[22],"on":[23],"resource":[25,58],"allocation":[26,59],"strategy,":[27],"which":[28,62,158],"can":[29,64,73,186],"effectively":[30],"reduce":[31],"interference":[32,82],"(including":[33],"co-tier":[34],"interference,":[35,37],"cross-tier":[36],"self-interference).":[39],"Taking":[40],"the":[41,46,77,90,99,117,127,131,172,190,197,202,207,217,239,250,253],"use":[42],"of":[43,48,94,102,121,134,155,252],"beamforming":[44],"advantage":[47],"mmW":[49],"short-range":[50],"communication":[51],"into":[52,170],"account,":[53],"this":[54],"paper":[55],"formulates":[56],"problem":[60,145,151,173,179],"in":[61,126],"sub-channels":[63,72],"be":[65,74,187],"shared":[66],"among":[67,83],"low-interference":[68],"links":[69,78],"while":[70,97],"orthogonal":[71],"used":[75],"at":[76,105],"that":[79,221],"suffer":[80],"high-level":[81],"them.":[84],"The":[85,143,243],"objective":[86],"is":[87,111,146,159,174,213,233],"maximize":[89],"sum":[91,118],"data":[92,100,119,132],"rates":[93,120],"all":[95,122,224],"users":[96,125],"ensuring":[98],"rate":[101,133],"backhaul":[103],"link":[104],"each":[106,135],"base":[109],"station":[110],"greater":[112],"than":[113],"or":[114],"equal":[115],"served":[124],"access":[128],"links.":[129],"Besides,":[130],"user":[136],"should":[137],"achieve":[138],"minimum":[140],"traffic":[141],"demand.":[142],"optimization":[144],"combinatorial":[148],"integer":[149],"programming":[150],"with":[152],"series":[154],"inequality":[156],"constraints,":[157],"difficult":[160,214],"solve.":[162],"By":[163],"introducing":[164],"penalty":[165,168],"function":[166],"factors":[169],"it,":[171],"transferred":[175],"an":[177],"equivalent":[178,203],"without":[180],"any":[181],"inequality,":[182],"then":[184,234],"it":[185,212,222],"addressed":[188],"by":[189,195],"Markov":[191,231],"approximation":[192],"method.":[193],"First,":[194],"leveraging":[196],"log-sum-exp":[198],"method":[199],"approximate":[201],"problem,":[204],"we":[205],"deduce":[206],"near":[208,240],"optimal":[209,241],"solution.":[210,242],"However,":[211],"calculate":[216],"deduced":[218],"since":[220],"needs":[223],"possible":[225],"information,":[227],"thus":[229],"chain":[232],"utilized":[235],"converge":[237],"numerical":[244],"results":[245],"are":[246],"shown":[247],"verify":[249],"proposed":[254],"algorithm.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}