{"id":"https://openalex.org/W2018142953","doi":"https://doi.org/10.1109/lcomm.2014.2381226","title":"Balancing Energy Consumption in Heterogeneous Wireless Sensor Networks Using Genetic Algorithm","display_name":"Balancing Energy Consumption in Heterogeneous Wireless Sensor Networks Using Genetic Algorithm","publication_year":2015,"publication_date":"2015-01-06","ids":{"openalex":"https://openalex.org/W2018142953","doi":"https://doi.org/10.1109/lcomm.2014.2381226","mag":"2018142953"},"language":"en","primary_location":{"id":"doi:10.1109/lcomm.2014.2381226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2014.2381226","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","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/A5000985289","display_name":"Mohamed Elhoseny","orcid":"https://orcid.org/0000-0001-6347-8368"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohamed Elhoseny","raw_affiliation_strings":["Department of Information Systems, Mansoura University, Mansoura, Egypt","Dept. of Inf. Syst., Mansoura Univ., Mansoura, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]},{"raw_affiliation_string":"Dept. of Inf. Syst., Mansoura Univ., Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021355100","display_name":"Xiaohui Yuan","orcid":"https://orcid.org/0000-0001-6897-4563"},"institutions":[{"id":"https://openalex.org/I123534392","display_name":"University of North Texas","ror":"https://ror.org/00v97ad02","country_code":"US","type":"education","lineage":["https://openalex.org/I123534392"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaohui Yuan","raw_affiliation_strings":["Department of Computer Science and Engineering, University of North Texas, Denton, TX, USA","Department of Computer Science and Engineering University of North Texas Denton, TX, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of North Texas, Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]},{"raw_affiliation_string":"Department of Computer Science and Engineering University of North Texas Denton, TX, USA","institution_ids":["https://openalex.org/I123534392"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100619287","display_name":"Zhengtao Yu","orcid":"https://orcid.org/0000-0002-4012-461X"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengtao Yu","raw_affiliation_strings":["School of Information Technology and Automation, Kunming University of Science and Technology, Kunming, China","[School of Information Technology and Automation, Kunming University of Science and Technology, Kunming, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"[School of Information Technology and Automation, Kunming University of Science and Technology, Kunming, China]","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016947527","display_name":"Cunli Mao","orcid":"https://orcid.org/0000-0002-8289-6036"},"institutions":[{"id":"https://openalex.org/I10660446","display_name":"Kunming University of Science and Technology","ror":"https://ror.org/00xyeez13","country_code":"CN","type":"education","lineage":["https://openalex.org/I10660446"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cunli Mao","raw_affiliation_strings":["School of Information Technology and Automation, Kunming University of Science and Technology, Kunming, China","[School of Information Technology and Automation, Kunming University of Science and Technology, Kunming, China]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information Technology and Automation, Kunming University of Science and Technology, Kunming, China","institution_ids":["https://openalex.org/I10660446"]},{"raw_affiliation_string":"[School of Information Technology and Automation, Kunming University of Science and Technology, Kunming, China]","institution_ids":["https://openalex.org/I10660446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076547572","display_name":"Hamdy K. Elminir","orcid":null},"institutions":[{"id":"https://openalex.org/I130309236","display_name":"Kafrelsheikh University","ror":"https://ror.org/04a97mm30","country_code":"EG","type":"education","lineage":["https://openalex.org/I130309236"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Hamdy K. El-Minir","raw_affiliation_strings":["Department of Electrical Engineering, Kafr El-Sheikh University, Kafr El-Sheikh, Egypt","Dept. of Electr. Eng., Kafr El-Sheikh Univ., Kafr El-Sheikh, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Kafr El-Sheikh University, Kafr El-Sheikh, Egypt","institution_ids":["https://openalex.org/I130309236"]},{"raw_affiliation_string":"Dept. of Electr. Eng., Kafr El-Sheikh Univ., Kafr El-Sheikh, Egypt","institution_ids":["https://openalex.org/I130309236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054076294","display_name":"A. M. R\u0131ad","orcid":"https://orcid.org/0000-0002-0091-3083"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Alaa Mohamed Riad","raw_affiliation_strings":["Department of Information Systems, Mansoura University, Mansoura, Egypt","Dept. of Inf. Syst., Mansoura Univ., Mansoura, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]},{"raw_affiliation_string":"Dept. of Inf. Syst., Mansoura Univ., Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":27.7018,"has_fulltext":false,"cited_by_count":193,"citation_normalized_percentile":{"value":0.9966478,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"19","issue":"12","first_page":"2194","last_page":"2197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9998999834060669,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9998999834060669,"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":0.996999979019165,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9830999970436096,"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/wireless-sensor-network","display_name":"Wireless sensor network","score":0.8839426040649414},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7845815420150757},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7209557294845581},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.704264223575592},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.6349099278450012},{"id":"https://openalex.org/keywords/heterogeneous-network","display_name":"Heterogeneous network","score":0.6070466041564941},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.5029041171073914},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5018265247344971},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.45852676033973694},{"id":"https://openalex.org/keywords/sensor-node","display_name":"Sensor node","score":0.4457305073738098},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.4350396990776062},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4162946343421936},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.3908129632472992},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.3838896155357361},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3805979788303375},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3797808587551117},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.3394777178764343},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10429787635803223},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09570422768592834},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09028956294059753},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08869624137878418},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08693307638168335},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06331869959831238}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.8839426040649414},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7845815420150757},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7209557294845581},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.704264223575592},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.6349099278450012},{"id":"https://openalex.org/C158207573","wikidata":"https://www.wikidata.org/wiki/Q5747224","display_name":"Heterogeneous network","level":4,"score":0.6070466041564941},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.5029041171073914},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5018265247344971},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.45852676033973694},{"id":"https://openalex.org/C111185680","wikidata":"https://www.wikidata.org/wiki/Q3866206","display_name":"Sensor node","level":5,"score":0.4457305073738098},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.4350396990776062},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4162946343421936},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3908129632472992},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.3838896155357361},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3805979788303375},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3797808587551117},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.3394777178764343},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10429787635803223},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09570422768592834},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09028956294059753},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08869624137878418},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08693307638168335},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06331869959831238},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lcomm.2014.2381226","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lcomm.2014.2381226","pdf_url":null,"source":{"id":"https://openalex.org/S147316732","display_name":"IEEE Communications Letters","issn_l":"1089-7798","issn":["1089-7798","1558-2558","2373-7891"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310316002","host_organization_name":"IEEE Communications Society","host_organization_lineage":["https://openalex.org/P4310316002","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Communications Society","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 Communications Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8999999761581421,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1493144892","https://openalex.org/W1914864758","https://openalex.org/W1928522096","https://openalex.org/W1984040203","https://openalex.org/W1994836439","https://openalex.org/W2041704534","https://openalex.org/W2052478271","https://openalex.org/W2092347390","https://openalex.org/W2094117776","https://openalex.org/W2123034475","https://openalex.org/W2143206770","https://openalex.org/W2161462002","https://openalex.org/W2208753422","https://openalex.org/W2532751500","https://openalex.org/W3100518664","https://openalex.org/W3104825749"],"related_works":["https://openalex.org/W1985010213","https://openalex.org/W1990395098","https://openalex.org/W2799361348","https://openalex.org/W1584888409","https://openalex.org/W2914383144","https://openalex.org/W2805060255","https://openalex.org/W3100451096","https://openalex.org/W1977342959","https://openalex.org/W2103572136","https://openalex.org/W2366251550"],"abstract_inverted_index":{"In":[0,45],"a":[1,50,137],"heterogeneous":[2,57],"Wireless":[3],"Sensor":[4],"Network":[5],"(WSN),":[6],"factors":[7],"such":[8],"as":[9],"initial":[10],"energy,":[11],"data":[12],"processing":[13],"capability,":[14],"etc.":[15],"greatly":[16,69,101],"influence":[17],"the":[18,22,30,71,75,81,87,90,103,108,123,126],"network":[19,40,72,104],"lifespan.":[20],"Despite":[21],"success":[23],"of":[24,28,117,140],"various":[25],"clustering":[26],"strategies":[27],"WSN,":[29],"numerous":[31],"possible":[32],"sensor":[33,58,109],"clusters":[34],"make":[35],"searching":[36],"for":[37],"an":[38,42],"optimal":[39],"structure":[41],"open":[43],"challenge.":[44],"this":[46],"paper,":[47],"we":[48],"propose":[49],"Genetic":[51],"Algorithm":[52],"based":[53,85],"method":[54,68,119],"that":[55],"optimizes":[56],"node":[59],"clustering.":[60],"Compared":[61],"with":[62,78,136],"five":[63],"state-of-the-art":[64],"methods,":[65],"our":[66,118],"proposed":[67],"extends":[70],"life,":[73],"and":[74,89,94,106,125],"average":[76,128],"improvement":[77],"respect":[79],"to":[80,111,122],"second":[82],"best":[83],"performance":[84],"on":[86],"first-node-die":[88],"last-node-die":[91],"is":[92,120,133],"33.8%":[93],"13%,":[95],"respectively.":[96],"The":[97,114],"balanced":[98],"energy":[99,110],"consumption":[100],"improves":[102],"life":[105],"allows":[107],"deplete":[112],"evenly.":[113],"computational":[115],"efficiency":[116],"comparable":[121],"others":[124],"overall":[127],"time":[129],"across":[130],"all":[131],"experiments":[132],"0.6":[134],"seconds":[135],"standard":[138],"deviation":[139],"0.06.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":16},{"year":2021,"cited_by_count":21},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":45},{"year":2018,"cited_by_count":31},{"year":2017,"cited_by_count":34},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
