{"id":"https://openalex.org/W4391129272","doi":"https://doi.org/10.1109/icca59364.2023.10401567","title":"A Novel Energy-Efficient Hierarchical Routing Protocol (EEHRP) for IoT Networks Using K-Means Machine Learning","display_name":"A Novel Energy-Efficient Hierarchical Routing Protocol (EEHRP) for IoT Networks Using K-Means Machine Learning","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4391129272","doi":"https://doi.org/10.1109/icca59364.2023.10401567"},"language":"en","primary_location":{"id":"doi:10.1109/icca59364.2023.10401567","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icca59364.2023.10401567","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Computer and Applications (ICCA)","raw_type":"proceedings-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/A5009395636","display_name":"Akli Abbas","orcid":"https://orcid.org/0000-0003-0417-8829"},"institutions":[{"id":"https://openalex.org/I3129390127","display_name":"University of Bouira","ror":"https://ror.org/00vsxg936","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3129390127"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Akli Abbas","raw_affiliation_strings":["Bouira University,LIM Laboratory,Computer Science department,Algeria","Computer Science department, LIM Laboratory, Bouira University, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bouira University,LIM Laboratory,Computer Science department,Algeria","institution_ids":["https://openalex.org/I3129390127"]},{"raw_affiliation_string":"Computer Science department, LIM Laboratory, Bouira University, Algeria","institution_ids":["https://openalex.org/I3129390127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032780297","display_name":"Nourredine Oukas","orcid":"https://orcid.org/0000-0001-6192-204X"},"institutions":[{"id":"https://openalex.org/I3129390127","display_name":"University of Bouira","ror":"https://ror.org/00vsxg936","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3129390127"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Nourredine Oukas","raw_affiliation_strings":["Bouira University,LIM Laboratory,Computer Science department,Algeria","Computer Science department, LIM Laboratory, Bouira University, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bouira University,LIM Laboratory,Computer Science department,Algeria","institution_ids":["https://openalex.org/I3129390127"]},{"raw_affiliation_string":"Computer Science department, LIM Laboratory, Bouira University, Algeria","institution_ids":["https://openalex.org/I3129390127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030315519","display_name":"Samia Haboussi","orcid":null},"institutions":[{"id":"https://openalex.org/I3129390127","display_name":"University of Bouira","ror":"https://ror.org/00vsxg936","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3129390127"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Samia Haboussi","raw_affiliation_strings":["Bouira University,LIM Laboratory,Computer Science department,Algeria","Computer Science department, LIM Laboratory, Bouira University, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bouira University,LIM Laboratory,Computer Science department,Algeria","institution_ids":["https://openalex.org/I3129390127"]},{"raw_affiliation_string":"Computer Science department, LIM Laboratory, Bouira University, Algeria","institution_ids":["https://openalex.org/I3129390127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023933905","display_name":"Mourad Amad","orcid":"https://orcid.org/0000-0001-5242-9755"},"institutions":[{"id":"https://openalex.org/I3129390127","display_name":"University of Bouira","ror":"https://ror.org/00vsxg936","country_code":"DZ","type":"education","lineage":["https://openalex.org/I3129390127"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mourad Amad","raw_affiliation_strings":["Bouira University,LIM Laboratory,Computer Science department,Algeria","Computer Science department, LIM Laboratory, Bouira University, Algeria"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bouira University,LIM Laboratory,Computer Science department,Algeria","institution_ids":["https://openalex.org/I3129390127"]},{"raw_affiliation_string":"Computer Science department, LIM Laboratory, Bouira University, Algeria","institution_ids":["https://openalex.org/I3129390127"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3129390127"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22854773,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T11932","display_name":"Wireless Body Area Networks","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.994700014591217,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7703262567520142},{"id":"https://openalex.org/keywords/hierarchical-routing","display_name":"Hierarchical routing","score":0.7468388676643372},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.6477522850036621},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.6002222299575806},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.5874478816986084},{"id":"https://openalex.org/keywords/zone-routing-protocol","display_name":"Zone Routing Protocol","score":0.5220432281494141},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5134537816047668},{"id":"https://openalex.org/keywords/enhanced-interior-gateway-routing-protocol","display_name":"Enhanced Interior Gateway Routing Protocol","score":0.49585065245628357},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.46088504791259766},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4527015686035156},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.41425538063049316},{"id":"https://openalex.org/keywords/wireless-routing-protocol","display_name":"Wireless Routing Protocol","score":0.3493998646736145},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.15188279747962952},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.09882494807243347}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7703262567520142},{"id":"https://openalex.org/C177818476","wikidata":"https://www.wikidata.org/wiki/Q12878103","display_name":"Hierarchical routing","level":5,"score":0.7468388676643372},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.6477522850036621},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6002222299575806},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.5874478816986084},{"id":"https://openalex.org/C189884158","wikidata":"https://www.wikidata.org/wiki/Q8073926","display_name":"Zone Routing Protocol","level":5,"score":0.5220432281494141},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5134537816047668},{"id":"https://openalex.org/C87044965","wikidata":"https://www.wikidata.org/wiki/Q1091139","display_name":"Enhanced Interior Gateway Routing Protocol","level":5,"score":0.49585065245628357},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.46088504791259766},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4527015686035156},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.41425538063049316},{"id":"https://openalex.org/C47318570","wikidata":"https://www.wikidata.org/wiki/Q8026863","display_name":"Wireless Routing Protocol","level":4,"score":0.3493998646736145},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.15188279747962952},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09882494807243347},{"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/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icca59364.2023.10401567","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icca59364.2023.10401567","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference on Computer and Applications (ICCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.9100000262260437}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1987502209","https://openalex.org/W2106335692","https://openalex.org/W2121822121","https://openalex.org/W2123211673","https://openalex.org/W2784150868","https://openalex.org/W2956947802","https://openalex.org/W2973369637","https://openalex.org/W3135995250","https://openalex.org/W3138068797","https://openalex.org/W4210702638","https://openalex.org/W4214616327","https://openalex.org/W4389398404","https://openalex.org/W4400420340","https://openalex.org/W6676618576","https://openalex.org/W6930659344"],"related_works":["https://openalex.org/W2126842185","https://openalex.org/W1992906332","https://openalex.org/W2008974667","https://openalex.org/W2546592407","https://openalex.org/W3192945866","https://openalex.org/W2384003235","https://openalex.org/W2544170366","https://openalex.org/W2145414295","https://openalex.org/W1680412704","https://openalex.org/W1593279778"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"we":[3],"introduce":[4],"a":[5,89,99],"novel":[6],"hierarchical":[7],"routing":[8],"protocol":[9,78],"known":[10],"as":[11,114],"the":[12,36,39,58,76,92],"\u201cEnergy-Efficient":[13],"Hierarchical":[14],"Routing":[15],"Protocol\u201d":[16],"(noted":[17],"EEHRP).":[18],"The":[19,44],"objective":[20],"of":[21,38,41,57,94,102],"EEHRP":[22,61],"is":[23],"to":[24,51,110],"minimize":[25],"energy":[26,32,84],"consumption":[27,85],"in":[28,91],"WSNs":[29],"with":[30],"limited":[31],"resources,":[33],"specifically":[34],"within":[35,54],"context":[37],"Internet":[40],"Things":[42],"(IoT).":[43],"proposed":[45,77],"methodology":[46],"uses":[47],"K-MEANS":[48],"machine":[49],"learning":[50],"create":[52],"clusters":[53,65],"each":[55],"layer":[56],"wireless":[59],"network.":[60],"use":[62],"these":[63],"layered":[64],"and":[66,97],"incorporates":[67],"multi-hop":[68],"communication":[69,107],"between":[70],"them.":[71],"Simulation":[72],"results":[73],"demonstrate":[74],"that":[75],"offers":[79],"several":[80],"advantages,":[81],"including":[82],"reduce":[83],"for":[86],"packet":[87],"transmission,":[88],"decrease":[90],"number":[93,101],"node":[95],"failures,":[96],"consequently,":[98],"higher":[100],"nodes":[103],"remaining":[104],"operational":[105],"after":[106],"stage":[108],"comparatively":[109],"alternative":[111],"methodologies":[112],"such":[113],"LCHREP.":[115]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
