{"id":"https://openalex.org/W4399670962","doi":"https://doi.org/10.3233/ais-230408","title":"Adaptive fuzzy-based node communication performance prediction with hybrid heuristic Cluster Head selection framework in WSN using enhanced K-means clustering mechanism","display_name":"Adaptive fuzzy-based node communication performance prediction with hybrid heuristic Cluster Head selection framework in WSN using enhanced K-means clustering mechanism","publication_year":2024,"publication_date":"2024-06-14","ids":{"openalex":"https://openalex.org/W4399670962","doi":"https://doi.org/10.3233/ais-230408"},"language":"en","primary_location":{"id":"doi:10.3233/ais-230408","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ais-230408","pdf_url":null,"source":{"id":"https://openalex.org/S2492266406","display_name":"Journal of Ambient Intelligence and Smart Environments","issn_l":"1876-1364","issn":["1876-1364","1876-1372"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Smart Environments","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/A5099128746","display_name":"A. Bala Ayyappan","orcid":null},"institutions":[{"id":"https://openalex.org/I4399657946","display_name":"Rajalakshmi Engineering College","ror":"https://ror.org/01dw2vm55","country_code":null,"type":"education","lineage":["https://openalex.org/I4399657946"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Asha Ayyappan","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Rajalakshmi Engineering College, Thandalam, Mevalurkuppam, Tamil Nadu 602105, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Rajalakshmi Engineering College, Thandalam, Mevalurkuppam, Tamil Nadu 602105, India","institution_ids":["https://openalex.org/I4399657946"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Asha Ayyappan","orcid":null},"institutions":[{"id":"https://openalex.org/I4399657946","display_name":"Rajalakshmi Engineering College","ror":"https://ror.org/01dw2vm55","country_code":null,"type":"education","lineage":["https://openalex.org/I4399657946"]},{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Asha Ayyappan","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Rajalakshmi Engineering College, Thandalam, Mevalurkuppam, Tamil Nadu 602105, India","Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamilnadu 602105, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Rajalakshmi Engineering College, Thandalam, Mevalurkuppam, Tamil Nadu 602105, India","institution_ids":["https://openalex.org/I4399657946"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamilnadu 602105, India","institution_ids":["https://openalex.org/I85461943"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068866133","display_name":"Rajesh Arunachalam","orcid":"https://orcid.org/0000-0001-7497-7189"},"institutions":[{"id":"https://openalex.org/I85461943","display_name":"Saveetha University","ror":"https://ror.org/0034me914","country_code":"IN","type":"education","lineage":["https://openalex.org/I85461943"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Rajesh Arunachalam","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamilnadu 602105, India","Department of Electronics and Communication Engineering, Vignan Institute of Technology and Sciences, Bhuvanagiri District, Telangana, 508284, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Saveetha School of Engineering, Saveetha Institute of Medical and Technical Sciences, Chennai, Tamilnadu 602105, India","institution_ids":["https://openalex.org/I85461943"]},{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Vignan Institute of Technology and Sciences, Bhuvanagiri District, Telangana, 508284, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101379023","display_name":"Manivel Lenin Kumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Manivel Lenin Kumar","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Vignan Institute of Technology and Sciences, Bhuvanagiri District, Telangana, 508284, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Vignan Institute of Technology and Sciences, Bhuvanagiri District, Telangana, 508284, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101379023","display_name":"Manivel Lenin Kumar","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manivel Lenin Kumar","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Vignan Institute of Technology and Sciences, Bhuvanagiri District, Telangana, 508284, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Vignan Institute of Technology and Sciences, Bhuvanagiri District, Telangana, 508284, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5068866133","https://openalex.org/A5099128746","https://openalex.org/A5101379023"],"corresponding_institution_ids":["https://openalex.org/I4399657946","https://openalex.org/I85461943"],"apc_list":null,"apc_paid":null,"fwci":1.7091,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84885679,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"16","issue":"3","first_page":"309","last_page":"335"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9962000250816345,"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":0.9962000250816345,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9556999802589417,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9451000094413757,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.8383361101150513},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7825309038162231},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6707828640937805},{"id":"https://openalex.org/keywords/node","display_name":"Node (physics)","score":0.5024125576019287},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.48366817831993103},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.46627405285835266},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.45374733209609985},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.44704535603523254},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.44252756237983704},{"id":"https://openalex.org/keywords/selection-algorithm","display_name":"Selection algorithm","score":0.4312686324119568},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4224006235599518},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.418667197227478},{"id":"https://openalex.org/keywords/network-performance","display_name":"Network performance","score":0.4128801226615906},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3550364375114441},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34586265683174133},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.2892887592315674},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.1646483838558197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14770683646202087},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07188275456428528}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8383361101150513},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7825309038162231},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6707828640937805},{"id":"https://openalex.org/C62611344","wikidata":"https://www.wikidata.org/wiki/Q1062658","display_name":"Node (physics)","level":2,"score":0.5024125576019287},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.48366817831993103},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.46627405285835266},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.45374733209609985},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.44704535603523254},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.44252756237983704},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.4312686324119568},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4224006235599518},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.418667197227478},{"id":"https://openalex.org/C203274722","wikidata":"https://www.wikidata.org/wiki/Q7001161","display_name":"Network performance","level":2,"score":0.4128801226615906},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3550364375114441},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34586265683174133},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2892887592315674},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1646483838558197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14770683646202087},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07188275456428528},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ais-230408","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ais-230408","pdf_url":null,"source":{"id":"https://openalex.org/S2492266406","display_name":"Journal of Ambient Intelligence and Smart Environments","issn_l":"1876-1364","issn":["1876-1364","1876-1372"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Ambient Intelligence and Smart Environments","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6700000166893005,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W2073879099","https://openalex.org/W2156139646","https://openalex.org/W2218206653","https://openalex.org/W2336828274","https://openalex.org/W2615216224","https://openalex.org/W2811217961","https://openalex.org/W2952169636","https://openalex.org/W2976125381","https://openalex.org/W2983897231","https://openalex.org/W2995969981","https://openalex.org/W3003483251","https://openalex.org/W3030330833","https://openalex.org/W3032920108","https://openalex.org/W3037917301","https://openalex.org/W3038656634","https://openalex.org/W3043211958","https://openalex.org/W3054497936","https://openalex.org/W3087020136","https://openalex.org/W3093946813","https://openalex.org/W3110175071","https://openalex.org/W3138617088","https://openalex.org/W3154747438","https://openalex.org/W3208982326","https://openalex.org/W3212593277","https://openalex.org/W4210401277","https://openalex.org/W4211258886","https://openalex.org/W4214701684","https://openalex.org/W4220709096","https://openalex.org/W4220784833","https://openalex.org/W4224261069","https://openalex.org/W4225843102","https://openalex.org/W4226296533","https://openalex.org/W4283837850","https://openalex.org/W4285492978","https://openalex.org/W4292411771","https://openalex.org/W4294904587","https://openalex.org/W4306922461","https://openalex.org/W4313594927","https://openalex.org/W4319439910","https://openalex.org/W4321782669","https://openalex.org/W4376867639","https://openalex.org/W4379877227","https://openalex.org/W4386492784","https://openalex.org/W4387053429","https://openalex.org/W4387425779","https://openalex.org/W4388677142","https://openalex.org/W6737895865"],"related_works":["https://openalex.org/W2136583354","https://openalex.org/W2111238207","https://openalex.org/W2563943286","https://openalex.org/W2966826037","https://openalex.org/W2760721665","https://openalex.org/W2184245033","https://openalex.org/W2944222538","https://openalex.org/W2107954672","https://openalex.org/W330130819","https://openalex.org/W3134544241"],"abstract_inverted_index":{"The":[0,40,170,249,268],"\u201cWireless":[1],"Sensor":[2],"Networks":[3],"(WSN)\u201d":[4],"has":[5,15],"gained":[6],"a":[7,65,101,126],"lot":[8],"of":[9,47,71,85,107,122,214,219,270,283],"interest":[10],"among":[11],"research":[12],"scholars":[13],"and":[14,80,125,190,221,240,259,291],"been":[16],"utilized":[17],"in":[18,22,53,68,94,119,128,141,145,180],"various":[19,110],"advanced":[20],"applications":[21],"distinct":[23],"fields.":[24],"Along":[25],"with":[26,149,166,211,287],"the":[27,31,36,45,51,54,58,69,72,77,83,95,105,120,123,129,133,162,177,197,200,203,206,212,215,232,241,246,254,271,280,284,295],"load":[28,48],"balancing":[29,49],"techniques,":[30],"clustering":[32,73],"scheme":[33],"also":[34],"prolongs":[35],"network\u2019s":[37],"overall":[38],"lifespan.":[39],"\u201cCluster":[41],"Head":[42],"(CH)\u201d":[43],"performs":[44],"task":[46,67],"between":[50,161],"nodes":[52],"\u201cClustering":[55],"algorithm\u201d;":[56],"hence,":[57],"CH":[59,78,98,113,138,273],"selection":[60,79,99,114,274],"procedure":[61],"is":[62,100,143,174,238,276],"regarded":[63],"as":[64,184,196],"critical":[66],"case":[70],"algorithms.":[74],"Depending":[75],"on":[76,253],"cluster":[81],"nodes,":[82],"rate":[84],"energy":[86,130,168],"consumed":[87],"by":[88,132,264,278],"these":[89,266],"CHs":[90,242],"will":[91],"be":[92],"reduced":[93],"wireless":[96],"sensor.":[97],"promising":[102],"solution":[103],"for":[104],"transmission":[106],"information":[108],"within":[109,205],"parameters.":[111],"Thus,":[112],"leads":[115],"to":[116,157,199,227],"an":[117,136,150],"increase":[118],"duration":[121],"system":[124],"reduction":[127],"utilization":[131],"nodes.":[134],"Therefore,":[135],"\u201coptimization-based":[137],"selection\u201d":[139],"mechanism":[140,275],"WSN":[142],"developed":[144,247,272],"this":[146],"paper":[147],"along":[148],"enhanced":[151],"node":[152,230],"communication":[153,160,172,261],"performance":[154,173,262,269],"prediction":[155],"strategy":[156],"provide":[158],"better":[159],"\u201cSensor":[163],"Nodes":[164],"(SNs)\u201d":[165],"limited":[167],"expenditure.":[169],"node\u2019s":[171],"predicted":[175,260],"using":[176,245],"Adaptive":[178],"Fuzzy,":[179],"which":[181],"metrics":[182],"such":[183],"bit":[185],"rate,":[186],"latency,":[187],"throughput,":[188],"loss,":[189],"packet":[191],"delivery":[192],"ratio":[193],"are":[194,209,243],"specified":[195],"input":[198],"network.":[201],"Here,":[202],"parameters":[204],"fuzzy":[207],"network":[208],"tuned":[210],"help":[213],"recommended":[216],"\u201cHybrid":[217],"Position":[218],"Heap":[220],"African":[222],"Buffalo":[223],"Optimization":[224],"(HP-HABO)\u201d.":[225],"Then,":[226],"perform":[228],"efficient":[229],"clustering,":[231],"\u201cOptimal":[233],"K-Means":[234],"Clustering":[235],"(OKMC)\u201d":[236],"approach":[237],"executed":[239],"formed":[244],"HP-HABO.":[248],"objective":[250,296],"function":[251],"depends":[252],"constraints":[255],"like":[256],"energy,":[257],"distance,":[258],"attained":[263],"forming":[265],"CHs.":[267],"verified":[277],"analyzing":[279],"experimental":[281],"outcome":[282],"proposed":[285],"technique":[286],"different":[288],"optimization":[289],"algorithms":[290],"previous":[292],"works":[293],"concerning":[294],"constraints.":[297]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-10T07:45:09.275182","created_date":"2025-10-10T00:00:00"}
