{"id":"https://openalex.org/W4415707421","doi":"https://doi.org/10.1109/tnsm.2025.3627535","title":"Greylag Goose-Based Optimized Cluster Routing for IoT-Based Heterogeneous Wireless Sensor Networks","display_name":"Greylag Goose-Based Optimized Cluster Routing for IoT-Based Heterogeneous Wireless Sensor Networks","publication_year":2025,"publication_date":"2025-10-30","ids":{"openalex":"https://openalex.org/W4415707421","doi":"https://doi.org/10.1109/tnsm.2025.3627535"},"language":null,"primary_location":{"id":"doi:10.1109/tnsm.2025.3627535","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2025.3627535","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","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/A5005804983","display_name":"Aruna Malik","orcid":"https://orcid.org/0000-0003-1136-6828"},"institutions":[{"id":"https://openalex.org/I70971781","display_name":"Dr. B. R. Ambedkar National Institute of Technology Jalandhar","ror":"https://ror.org/03xt0bg88","country_code":"IN","type":"education","lineage":["https://openalex.org/I70971781"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Aruna Malik","raw_affiliation_strings":["Department of Computer Science, Dr. B. R. Ambedkar National Institute of Technology, Jalandhar, India","Dr B R Ambedkar National Institute of Technology, Jalandhar, Punjab, India"],"raw_orcid":"https://orcid.org/0000-0003-1136-6828","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dr. B. R. Ambedkar National Institute of Technology, Jalandhar, India","institution_ids":["https://openalex.org/I70971781"]},{"raw_affiliation_string":"Dr B R Ambedkar National Institute of Technology, Jalandhar, Punjab, India","institution_ids":["https://openalex.org/I70971781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082884572","display_name":"Sandeep Verma","orcid":"https://orcid.org/0000-0001-7335-8116"},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sandeep Verma","raw_affiliation_strings":["Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, India"],"raw_orcid":"https://orcid.org/0000-0001-7335-8116","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, India","institution_ids":["https://openalex.org/I162030827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037963883","display_name":"Samayveer Singh","orcid":"https://orcid.org/0000-0002-4199-721X"},"institutions":[{"id":"https://openalex.org/I70971781","display_name":"Dr. B. R. Ambedkar National Institute of Technology Jalandhar","ror":"https://ror.org/03xt0bg88","country_code":"IN","type":"education","lineage":["https://openalex.org/I70971781"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Samayveer Singh","raw_affiliation_strings":["Department of Computer Science, Dr. B. R. Ambedkar National Institute of Technology, Jalandhar, India","Dr B R Ambedkar National Institute of Technology, Jalandhar, Punjab, India"],"raw_orcid":"https://orcid.org/0000-0002-4199-721X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dr. B. R. Ambedkar National Institute of Technology, Jalandhar, India","institution_ids":["https://openalex.org/I70971781"]},{"raw_affiliation_string":"Dr B R Ambedkar National Institute of Technology, Jalandhar, Punjab, India","institution_ids":["https://openalex.org/I70971781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091627496","display_name":"Rajeev Kumar","orcid":"https://orcid.org/0000-0002-5000-7644"},"institutions":[{"id":"https://openalex.org/I863896202","display_name":"Delhi Technological University","ror":"https://ror.org/01ztcvt22","country_code":"IN","type":"education","lineage":["https://openalex.org/I863896202"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rajeev Kumar","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Delhi Technological University, New Delhi, India","Delhi Technological University, New Delhi, India"],"raw_orcid":"https://orcid.org/0000-0002-5000-7644","affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Delhi Technological University, New Delhi, India","institution_ids":["https://openalex.org/I863896202"]},{"raw_affiliation_string":"Delhi Technological University, New Delhi, India","institution_ids":["https://openalex.org/I863896202"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100409306","display_name":"Neeraj Kumar","orcid":"https://orcid.org/0000-0002-3020-3947"},"institutions":[{"id":"https://openalex.org/I162030827","display_name":"Thapar Institute of Engineering & Technology","ror":"https://ror.org/00wdq3744","country_code":"IN","type":"education","lineage":["https://openalex.org/I162030827"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Neeraj Kumar","raw_affiliation_strings":["Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, India","Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, Punjab, India"],"raw_orcid":"https://orcid.org/0000-0002-3020-3947","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, India","institution_ids":["https://openalex.org/I162030827"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Thapar Institute of Engineering and Technology, Patiala, Punjab, India","institution_ids":["https://openalex.org/I162030827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3876,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.84831263,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"23","issue":null,"first_page":"340","last_page":"349"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.8802000284194946,"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":0.8802000284194946,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.023399999365210533,"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/T13038","display_name":"Internet of Things and AI","score":0.007400000002235174,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/wireless-sensor-network","display_name":"Wireless sensor network","score":0.7195000052452087},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5856000185012817},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5807999968528748},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.54830002784729},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.4562000036239624},{"id":"https://openalex.org/keywords/key-distribution-in-wireless-sensor-networks","display_name":"Key distribution in wireless sensor networks","score":0.41589999198913574},{"id":"https://openalex.org/keywords/routing","display_name":"Routing (electronic design automation)","score":0.391400009393692},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.3749000132083893},{"id":"https://openalex.org/keywords/geographic-routing","display_name":"Geographic routing","score":0.3571000099182129}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8525999784469604},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.7195000052452087},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.6895999908447266},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5856000185012817},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5807999968528748},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.54830002784729},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.47920000553131104},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.4562000036239624},{"id":"https://openalex.org/C41971633","wikidata":"https://www.wikidata.org/wiki/Q6398155","display_name":"Key distribution in wireless sensor networks","level":4,"score":0.41589999198913574},{"id":"https://openalex.org/C74172769","wikidata":"https://www.wikidata.org/wiki/Q1446839","display_name":"Routing (electronic design automation)","level":2,"score":0.391400009393692},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.3749000132083893},{"id":"https://openalex.org/C50558702","wikidata":"https://www.wikidata.org/wiki/Q5535067","display_name":"Geographic routing","level":5,"score":0.3571000099182129},{"id":"https://openalex.org/C7091991","wikidata":"https://www.wikidata.org/wiki/Q17149548","display_name":"Mobile wireless sensor network","level":5,"score":0.33899998664855957},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3294000029563904},{"id":"https://openalex.org/C177818476","wikidata":"https://www.wikidata.org/wiki/Q12878103","display_name":"Hierarchical routing","level":5,"score":0.32350000739097595},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.32120001316070557},{"id":"https://openalex.org/C204948658","wikidata":"https://www.wikidata.org/wiki/Q1119410","display_name":"Static routing","level":4,"score":0.32019999623298645},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.3163999915122986},{"id":"https://openalex.org/C9659607","wikidata":"https://www.wikidata.org/wiki/Q1268903","display_name":"Dynamic Source Routing","level":4,"score":0.3050000071525574},{"id":"https://openalex.org/C111185680","wikidata":"https://www.wikidata.org/wiki/Q3866206","display_name":"Sensor node","level":5,"score":0.28369998931884766},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.2809999883174896},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.27869999408721924},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.2639000117778778},{"id":"https://openalex.org/C76522221","wikidata":"https://www.wikidata.org/wiki/Q5035396","display_name":"Multipath routing","level":5,"score":0.2540000081062317},{"id":"https://openalex.org/C89305328","wikidata":"https://www.wikidata.org/wiki/Q1755411","display_name":"Link-state routing protocol","level":4,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tnsm.2025.3627535","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnsm.2025.3627535","pdf_url":null,"source":{"id":"https://openalex.org/S173527311","display_name":"IEEE Transactions on Network and Service Management","issn_l":"1932-4537","issn":["1932-4537","2373-7379"],"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 Transactions on Network and Service Management","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W3012490742","https://openalex.org/W3107723589","https://openalex.org/W3197264389","https://openalex.org/W3212593277","https://openalex.org/W3216971844","https://openalex.org/W4321608239","https://openalex.org/W4322576824","https://openalex.org/W4362653270","https://openalex.org/W4381733077","https://openalex.org/W4385338544","https://openalex.org/W4387745472","https://openalex.org/W4387757661","https://openalex.org/W4390872237","https://openalex.org/W4391097068","https://openalex.org/W4391849206","https://openalex.org/W4392454445","https://openalex.org/W4399360546","https://openalex.org/W4399364716","https://openalex.org/W4405205178","https://openalex.org/W4410087266"],"related_works":[],"abstract_inverted_index":{"Optimization":[0],"algorithms":[1,40],"are":[2],"crucial":[3],"for":[4],"energy-efficient":[5],"routing":[6,33],"in":[7,74],"Internet":[8],"of":[9,52,95,103,134],"Things":[10],"(IoT)-based":[11],"Wireless":[12],"Sensor":[13],"Networks":[14],"(WSNs)":[15],"because":[16],"they":[17],"help":[18],"minimize":[19],"energy":[20,50,107],"consumption,":[21],"reduce":[22],"communication":[23],"overhead,":[24],"and":[25,35,106,131],"improve":[26],"overall":[27],"network":[28,43,122],"performance.":[29],"By":[30],"optimizing":[31],"the":[32,48,76,81,100,114,127,132],"paths":[34],"scheduling":[36],"data":[37,57],"transmission,":[38],"these":[39],"can":[41],"prolong":[42],"lifetime":[44],"by":[45],"efficiently":[46],"managing":[47],"limited":[49],"resources":[51],"sensor":[53,91],"nodes,":[54,105],"ensuring":[55],"reliable":[56],"delivery":[58],"while":[59],"conserving":[60],"energy.":[61],"In":[62],"this":[63],"work,":[64],"we":[65],"present":[66],"Greylag":[67],"Goose-based":[68],"Optimized":[69],"Clustering":[70],"(GGOC),":[71],"which":[72],"aids":[73],"selecting":[75],"Cluster":[77],"Head":[78],"(CH)":[79],"using":[80],"proposed":[82,115],"critical":[83],"fitness":[84],"parameters.":[85],"These":[86],"parameters":[87],"include":[88],"residual":[89],"energy,":[90,130],"sensing":[92],"range,":[93],"distance":[94],"a":[96],"candidate":[97],"node":[98],"from":[99],"sink,":[101],"number":[102,133],"neighboring":[104],"consumption":[108],"rate.":[109],"Simulation":[110],"analysis":[111],"shows":[112],"that":[113],"approach":[116],"improves":[117],"various":[118],"performance":[119],"metrics,":[120],"namely":[121],"lifetime,":[123],"stability":[124],"period,":[125],"throughput,":[126],"network\u2019s":[128],"remaining":[129],"clusters":[135],"formed.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-30T00:00:00"}
