{"id":"https://openalex.org/W2522020580","doi":"https://doi.org/10.1109/jsac.2016.2611960","title":"Utility-Optimal Resource Management and Allocation Algorithm for Energy Harvesting Cognitive Radio Sensor Networks","display_name":"Utility-Optimal Resource Management and Allocation Algorithm for Energy Harvesting Cognitive Radio Sensor Networks","publication_year":2016,"publication_date":"2016-09-20","ids":{"openalex":"https://openalex.org/W2522020580","doi":"https://doi.org/10.1109/jsac.2016.2611960","mag":"2522020580"},"language":"en","primary_location":{"id":"doi:10.1109/jsac.2016.2611960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2016.2611960","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"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 Journal on Selected Areas in Communications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5005782288","display_name":"D. H. Zhang","orcid":"https://orcid.org/0000-0003-0298-7868"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Deyu Zhang","raw_affiliation_strings":["School of Information Science and Engineering, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Information Science and Engineering, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100332258","display_name":"Zhigang Chen","orcid":"https://orcid.org/0000-0002-4437-4077"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhigang Chen","raw_affiliation_strings":["School of Software, Central South University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"School of Software, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030761904","display_name":"Mohamad Khattar Awad","orcid":"https://orcid.org/0000-0003-2081-8160"},"institutions":[{"id":"https://openalex.org/I36721946","display_name":"Kuwait University","ror":"https://ror.org/021e5j056","country_code":"KW","type":"education","lineage":["https://openalex.org/I36721946"]}],"countries":["KW"],"is_corresponding":false,"raw_author_name":"Mohamad Khattar Awad","raw_affiliation_strings":["Computer Engineering Department, Kuwait University, Kuwait City, Kuwait"],"affiliations":[{"raw_affiliation_string":"Computer Engineering Department, Kuwait University, Kuwait City, Kuwait","institution_ids":["https://openalex.org/I36721946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100404886","display_name":"Ning Zhang","orcid":"https://orcid.org/0000-0002-8781-4925"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ning Zhang","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043286765","display_name":"Haibo Zhou","orcid":"https://orcid.org/0000-0002-6549-8917"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Haibo Zhou","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100773343","display_name":"Xuemin Shen","orcid":"https://orcid.org/0000-0002-4140-287X"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Xuemin Sherman Shen","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5005782288"],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":31.5818,"has_fulltext":false,"cited_by_count":172,"citation_normalized_percentile":{"value":0.99786601,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"34","issue":"12","first_page":"3552","last_page":"3565"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10579","display_name":"Cognitive Radio Networks and Spectrum Sensing","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11392","display_name":"Energy Harvesting in Wireless Networks","score":0.9998000264167786,"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":0.9994999766349792,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8426527976989746},{"id":"https://openalex.org/keywords/cognitive-radio","display_name":"Cognitive radio","score":0.7606091499328613},{"id":"https://openalex.org/keywords/lyapunov-optimization","display_name":"Lyapunov optimization","score":0.6217181086540222},{"id":"https://openalex.org/keywords/energy-harvesting","display_name":"Energy harvesting","score":0.5787932276725769},{"id":"https://openalex.org/keywords/spectrum-management","display_name":"Spectrum management","score":0.5564720630645752},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5161851048469543},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5121273994445801},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5001676082611084},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.4599752426147461},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4526417851448059},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.3174363970756531},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2700139880180359},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.23951223492622375},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17900818586349487}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8426527976989746},{"id":"https://openalex.org/C149946192","wikidata":"https://www.wikidata.org/wiki/Q3235733","display_name":"Cognitive radio","level":3,"score":0.7606091499328613},{"id":"https://openalex.org/C101403955","wikidata":"https://www.wikidata.org/wiki/Q6707083","display_name":"Lyapunov optimization","level":5,"score":0.6217181086540222},{"id":"https://openalex.org/C101518730","wikidata":"https://www.wikidata.org/wiki/Q930236","display_name":"Energy harvesting","level":3,"score":0.5787932276725769},{"id":"https://openalex.org/C63029442","wikidata":"https://www.wikidata.org/wiki/Q6504978","display_name":"Spectrum management","level":4,"score":0.5564720630645752},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5161851048469543},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5121273994445801},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5001676082611084},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.4599752426147461},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4526417851448059},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.3174363970756531},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2700139880180359},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.23951223492622375},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17900818586349487},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.0},{"id":"https://openalex.org/C191544260","wikidata":"https://www.wikidata.org/wiki/Q1238630","display_name":"Lyapunov exponent","level":3,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C37935115","wikidata":"https://www.wikidata.org/wiki/Q6707085","display_name":"Lyapunov redesign","level":4,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jsac.2016.2611960","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jsac.2016.2611960","pdf_url":null,"source":{"id":"https://openalex.org/S90422530","display_name":"IEEE Journal on Selected Areas in Communications","issn_l":"0733-8716","issn":["0733-8716","1558-0008"],"is_oa":false,"is_in_doaj":false,"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 Journal on Selected Areas in Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1980532041","display_name":null,"funder_award_id":"61272149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4230020160","display_name":null,"funder_award_id":"61379057","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5258122324","display_name":null,"funder_award_id":"P314-35EO-01","funder_id":"https://openalex.org/F4320321818","funder_display_name":"Kuwait Foundation for the Advancement of Sciences"},{"id":"https://openalex.org/G8646912651","display_name":null,"funder_award_id":"2013zzts043","funder_id":"https://openalex.org/F4320321514","funder_display_name":"Central South University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321514","display_name":"Central South University","ror":"https://ror.org/00f1zfq44"},{"id":"https://openalex.org/F4320321818","display_name":"Kuwait Foundation for the Advancement of Sciences","ror":"https://ror.org/03xr9q522"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1652772429","https://openalex.org/W1964898153","https://openalex.org/W1986202561","https://openalex.org/W2006689319","https://openalex.org/W2019485226","https://openalex.org/W2037673368","https://openalex.org/W2042455779","https://openalex.org/W2046672513","https://openalex.org/W2058316706","https://openalex.org/W2077424040","https://openalex.org/W2090050206","https://openalex.org/W2094105296","https://openalex.org/W2097861666","https://openalex.org/W2100909350","https://openalex.org/W2103953230","https://openalex.org/W2116385515","https://openalex.org/W2134113751","https://openalex.org/W2137152139","https://openalex.org/W2144369278","https://openalex.org/W2150918392","https://openalex.org/W2154364344","https://openalex.org/W2156006461","https://openalex.org/W2166659560","https://openalex.org/W2275408081","https://openalex.org/W2309748694","https://openalex.org/W2318451197","https://openalex.org/W2341443271","https://openalex.org/W2343633647","https://openalex.org/W2343810150","https://openalex.org/W2344785668","https://openalex.org/W2428120229","https://openalex.org/W2510747677","https://openalex.org/W2963719192","https://openalex.org/W3099018900","https://openalex.org/W3101637649","https://openalex.org/W4230872744","https://openalex.org/W4250589301","https://openalex.org/W4301852635"],"related_works":["https://openalex.org/W2786459840","https://openalex.org/W2545213287","https://openalex.org/W2336181987","https://openalex.org/W2054719951","https://openalex.org/W4389477274","https://openalex.org/W3089664461","https://openalex.org/W1976405282","https://openalex.org/W2541724026","https://openalex.org/W1157983132","https://openalex.org/W2392764151"],"abstract_inverted_index":{"In":[0,17],"this":[1],"paper,":[2],"we":[3,118],"study":[4],"resource":[5,77],"management":[6],"and":[7,76,98,133,140,161,182,199],"allocation":[8,78],"for":[9,66],"energy":[10,20,30,72,90,131,134,141,183],"harvesting":[11,21,91,135],"cognitive":[12,40],"radio":[13,41],"sensor":[14],"networks":[15],"(EHCRSNs).":[16],"these":[18,108],"networks,":[19],"supplies":[22],"the":[23,33,36,45,51,55,67,116,145,148,158,169,193,196,200],"network":[24,62,176,204],"with":[25],"a":[26,102,153,173],"continual":[27],"source":[28],"of":[29,35,69,94,105,107,147,195,202],"to":[31,44,49,123,191],"facilitate":[32],"self-sustainability":[34],"power-limited":[37],"sensors.":[38,163],"Furthermore,":[39],"enables":[42],"access":[43],"underutilized":[46],"licensed":[47,149,159],"spectrum":[48,74,150],"mitigate":[50],"spectrum-scarcity":[52],"problem":[53],"in":[54],"unlicensed":[56,162],"band.":[57],"We":[58],"develop":[59],"an":[60,70,120],"aggregate":[61,175],"utility":[63,177],"optimization":[64],"framework":[65,85],"design":[68],"online":[71,121],"management,":[73,75],"algorithm":[79,122,171,198],"based":[80],"on":[81,115,206],"Lyapunov":[82],"optimization.":[83],"The":[84,164,186],"captures":[86],"three":[87],"stochastic":[88],"processes:":[89],"dynamics,":[92],"inaccuracy":[93],"channel":[95,99],"occupancy":[96],"information,":[97],"fading.":[100],"However,":[101],"priori":[103],"knowledge":[104],"any":[106],"processes":[109],"statistics":[110],"is":[111],"not":[112],"required.":[113],"Based":[114],"framework,":[117],"propose":[119],"achieve":[124],"two":[125],"major":[126],"goals:":[127],"first,":[128],"balancing":[129],"sensors'":[130],"consumption":[132],"while":[136,151,178],"stabilizing":[137],"their":[138],"data":[139,181],"queues;":[142],"second,":[143],"optimizing":[144],"utilization":[146],"maintaining":[152],"tolerable":[154],"collision":[155],"rate":[156],"between":[157],"subscriber":[160],"performance":[165],"analysis":[166],"shows":[167],"that":[168],"proposed":[170,197],"achieves":[172],"close-to-optimal":[174],"guaranteeing":[179],"bounded":[180],"queue":[184],"occupancy.":[185],"extensive":[187],"simulations":[188],"are":[189],"conducted":[190],"verify":[192],"effectiveness":[194],"impact":[201],"various":[203],"parameters":[205],"its":[207],"performance.":[208]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":14},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":12},{"year":2020,"cited_by_count":32},{"year":2019,"cited_by_count":25},{"year":2018,"cited_by_count":64},{"year":2017,"cited_by_count":14},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-30T08:08:38.191290","created_date":"2025-10-10T00:00:00"}
