{"id":"https://openalex.org/W2768960567","doi":"https://doi.org/10.1177/1550147717741103","title":"IHSCR: Energy-efficient clustering and routing for wireless sensor networks based on harmony search algorithm","display_name":"IHSCR: Energy-efficient clustering and routing for wireless sensor networks based on harmony search algorithm","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2768960567","doi":"https://doi.org/10.1177/1550147717741103","mag":"2768960567"},"language":"en","primary_location":{"id":"doi:10.1177/1550147717741103","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147717741103","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147717741103","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147717741103","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028727110","display_name":"Bing Zeng","orcid":"https://orcid.org/0000-0002-5689-1389"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bing Zeng","raw_affiliation_strings":["State Key Lab of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043093303","display_name":"Yan Dong","orcid":"https://orcid.org/0000-0003-0666-0125"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Dong","raw_affiliation_strings":["Department of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Information Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406104","display_name":"Xinyu Li","orcid":"https://orcid.org/0000-0002-3730-0360"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyu Li","raw_affiliation_strings":["State Key Lab of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017886286","display_name":"Liang Gao","orcid":"https://orcid.org/0000-0002-1485-0722"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Liang Gao","raw_affiliation_strings":["State Key Lab of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China"],"affiliations":[{"raw_affiliation_string":"State Key Lab of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5017886286"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":{"value":2200,"currency":"USD","value_usd":2200},"apc_paid":{"value":2200,"currency":"USD","value_usd":2200},"fwci":1.8648,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.87979388,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"13","issue":"11","first_page":"155014771774110","last_page":"155014771774110"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9957000017166138,"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":0.9908000230789185,"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/harmony-search","display_name":"Harmony search","score":0.9003714919090271},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.816401481628418},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6556988954544067},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5323230624198914},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.46482163667678833},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.4548393785953522},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4289301037788391},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.36739683151245117},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3454318940639496},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2518417239189148},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.151431143283844},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14566946029663086},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1329459846019745}],"concepts":[{"id":"https://openalex.org/C33099171","wikidata":"https://www.wikidata.org/wiki/Q26208718","display_name":"Harmony search","level":2,"score":0.9003714919090271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.816401481628418},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6556988954544067},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5323230624198914},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.46482163667678833},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.4548393785953522},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4289301037788391},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.36739683151245117},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3454318940639496},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2518417239189148},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.151431143283844},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14566946029663086},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1329459846019745},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1177/1550147717741103","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147717741103","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147717741103","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:sae:intdis:v:13:y:2017:i:11:p:1550147717741103","is_oa":false,"landing_page_url":"https://journals.sagepub.com/doi/10.1177/1550147717741103","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},{"id":"pmh:oai:doaj.org/article:d453fddf40e84a0dafa00004f6663dac","is_oa":true,"landing_page_url":"https://doaj.org/article/d453fddf40e84a0dafa00004f6663dac","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Distributed Sensor Networks, Vol 13 (2017)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1177/1550147717741103","is_oa":true,"landing_page_url":"https://doi.org/10.1177/1550147717741103","pdf_url":"https://journals.sagepub.com/doi/pdf/10.1177/1550147717741103","source":{"id":"https://openalex.org/S64417657","display_name":"International Journal of Distributed Sensor Networks","issn_l":"1550-1329","issn":["1550-1329","1550-1477"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Distributed Sensor Networks","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2768960567.pdf","grobid_xml":"https://content.openalex.org/works/W2768960567.grobid-xml"},"referenced_works_count":36,"referenced_works":["https://openalex.org/W120782513","https://openalex.org/W650905647","https://openalex.org/W1969346262","https://openalex.org/W1970338560","https://openalex.org/W1977113083","https://openalex.org/W1985334587","https://openalex.org/W1986566051","https://openalex.org/W1986679447","https://openalex.org/W1993885071","https://openalex.org/W1995367962","https://openalex.org/W2003680789","https://openalex.org/W2004700367","https://openalex.org/W2010622784","https://openalex.org/W2014561814","https://openalex.org/W2016453678","https://openalex.org/W2027602073","https://openalex.org/W2031334360","https://openalex.org/W2045034956","https://openalex.org/W2082050689","https://openalex.org/W2083799609","https://openalex.org/W2088087163","https://openalex.org/W2099641228","https://openalex.org/W2102580073","https://openalex.org/W2104846640","https://openalex.org/W2115710963","https://openalex.org/W2127981831","https://openalex.org/W2138373774","https://openalex.org/W2147215012","https://openalex.org/W2149678777","https://openalex.org/W2159013099","https://openalex.org/W2161724087","https://openalex.org/W2214393795","https://openalex.org/W2306862514","https://openalex.org/W2381889727","https://openalex.org/W2592596194","https://openalex.org/W2599014521"],"related_works":["https://openalex.org/W2372590961","https://openalex.org/W4214893532","https://openalex.org/W4294306415","https://openalex.org/W2027176979","https://openalex.org/W883652255","https://openalex.org/W4200117979","https://openalex.org/W2028503915","https://openalex.org/W2246563867","https://openalex.org/W2111773953","https://openalex.org/W179829755"],"abstract_inverted_index":{"Clustering":[0],"and":[1,18,45,78,103,122,194],"routing":[2,19,79,104,242,259],"are":[3,29,35,50],"two":[4,99,188],"key":[5],"techniques":[6],"to":[7,42,54,86,149,173,182,223,250],"improve":[8,87,224],"the":[9,22,63,88,116,133,201,225,229,236,252,258,283,286],"energy":[10,23,89,117,253],"efficiency":[11,24,90],"of":[12,25,62,91,119,158,192,196,212,255,285],"wireless":[13,26,92,274],"sensor":[14,27,93,180,275],"networks.":[15,94],"As":[16],"clustering":[17,77,101,134,140,162,270],"for":[20,37,67,132,161,177,210],"improving":[21],"networks":[28,276],"NP-hard":[30],"problems,":[31],"increasing":[32],"meta-heuristic":[33],"algorithms":[34,271],"introduced":[36],"solving":[38,68],"them.":[39,56],"However,":[40],"due":[41],"their":[43],"discreteness":[44],"strong":[46],"constraints,":[47],"most":[48,64],"meta-heuristics":[49,66],"unsuitable":[51],"or":[52],"inefficient":[53],"optimize":[55],"Harmony":[57],"search":[58,84,151,219,239],"algorithm":[59,80,85,141,243],"is":[60,130,142,163,171,185,208,221,248,264],"one":[61],"suitable":[65],"these":[69],"problems.":[70],"This":[71],"article":[72],"proposes":[73],"a":[74,107,137,154,159,166,175,178,197,213,217],"new":[75,108,138,198,214],"energy-efficient":[76,139,241],"based":[81,144,240],"on":[82,145],"harmony":[83,150,160,193,204,227,230,238],"The":[95,261,278],"proposed":[96,222,246,262,287],"approach":[97,263],"contains":[98],"parts:":[100],"phase":[102],"phase.":[105,135,260],"First,":[106],"objective":[109],"function":[110],"model,":[111],"which":[112,184],"has":[113],"considered":[114,128],"balancing":[115],"consumption":[118,254],"both":[120],"gateways":[121,256],"regular":[123,179],"nodes":[124],"as":[125,127],"well":[126],"routing,":[129],"established":[131],"Then,":[136],"designed":[143,172,209],"several":[146,267],"improvements":[147],"made":[148],"algorithm:":[152],"(1)":[153],"discrete":[155],"encoding":[156],"scheme":[157,220],"proposed;":[164],"(2)":[165],"roulette":[167],"wheel":[168],"selection":[169],"method":[170],"choose":[174],"gateway":[176],"node":[181],"join,":[183],"employed":[186,249],"by":[187],"steps":[189],"(i.e.":[190],"initialization":[191],"improvisation":[195,211],"harmony);":[199],"(3)":[200],"dynamically":[202],"changed":[203],"memory":[205,231],"considering":[206],"rate":[207],"harmony;":[215],"(4)":[216],"local":[218],"best":[226],"within":[228],"in":[232,257],"iterations.":[233],"In":[234],"addition,":[235],"improved":[237],"that":[244],"we":[245],"previously":[247],"balance":[251],"compared":[265],"with":[266],"popular":[268],"meta-heuristic-based":[269],"over":[272],"extensive":[273],"cases.":[277],"experimental":[279],"results":[280],"clearly":[281],"demonstrate":[282],"superiority":[284],"approach.":[288]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}