{"id":"https://openalex.org/W4213076869","doi":"https://doi.org/10.1109/access.2022.3152804","title":"Gaussian Regression Models for Evaluation of Network Lifetime and Cluster-Head Selection in Wireless Sensor Devices","display_name":"Gaussian Regression Models for Evaluation of Network Lifetime and Cluster-Head Selection in Wireless Sensor Devices","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4213076869","doi":"https://doi.org/10.1109/access.2022.3152804"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3152804","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3152804","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09717279.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09717279.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101554696","display_name":"Anna Merine George","orcid":"https://orcid.org/0000-0002-3827-7326"},"institutions":[{"id":"https://openalex.org/I4400573291","display_name":"Dayananda Sagar University","ror":"https://ror.org/033f7da12","country_code":"IN","type":"education","lineage":["https://openalex.org/I4400573291"]},{"id":"https://openalex.org/I83737708","display_name":"REVA University","ror":"https://ror.org/03gtcxd54","country_code":"IN","type":"education","lineage":["https://openalex.org/I83737708"]},{"id":"https://openalex.org/I8977528","display_name":"Dr. Hari Singh Gour University","ror":"https://ror.org/01xapxe37","country_code":"IN","type":"education","lineage":["https://openalex.org/I8977528"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Anna Merine George","raw_affiliation_strings":["Department of Electronics and Communication Engineering, School of Engineering, Dayananda Sagar University, Bengaluru, India","REVA University, Bengaluru, Karnataka, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, School of Engineering, Dayananda Sagar University, Bengaluru, India","institution_ids":["https://openalex.org/I8977528","https://openalex.org/I4400573291"]},{"raw_affiliation_string":"REVA University, Bengaluru, Karnataka, India","institution_ids":["https://openalex.org/I83737708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108564396","display_name":"S. Y. Kulkarni","orcid":"https://orcid.org/0009-0005-4836-7471"},"institutions":[{"id":"https://openalex.org/I83737708","display_name":"REVA University","ror":"https://ror.org/03gtcxd54","country_code":"IN","type":"education","lineage":["https://openalex.org/I83737708"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"S. Y. Kulkarni","raw_affiliation_strings":["Department of Electronics and Communication Engineering, REVA University, Bengaluru, Karnataka, India","BNM Institute of Technology, Bengaluru, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, REVA University, Bengaluru, Karnataka, India","institution_ids":["https://openalex.org/I83737708"]},{"raw_affiliation_string":"BNM Institute of Technology, Bengaluru, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017678524","display_name":"Ciji Pearl Kurian","orcid":"https://orcid.org/0000-0002-5222-3041"},"institutions":[{"id":"https://openalex.org/I164861460","display_name":"Manipal Academy of Higher Education","ror":"https://ror.org/02xzytt36","country_code":"IN","type":"education","lineage":["https://openalex.org/I164861460"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ciji Pearl Kurian","raw_affiliation_strings":["Electrical and Electronics Engineering Department, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India"],"raw_orcid":"https://orcid.org/0000-0002-5222-3041","affiliations":[{"raw_affiliation_string":"Electrical and Electronics Engineering Department, Manipal Institute of Technology, Manipal Academy of Higher Education, Manipal, Karnataka, India","institution_ids":["https://openalex.org/I164861460"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101554696"],"corresponding_institution_ids":["https://openalex.org/I4400573291","https://openalex.org/I83737708","https://openalex.org/I8977528"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.8533,"has_fulltext":true,"cited_by_count":15,"citation_normalized_percentile":{"value":0.85491968,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"10","issue":null,"first_page":"20875","last_page":"20888"},"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":0.9886000156402588,"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/T12697","display_name":"Water Quality Monitoring Technologies","score":0.9724000096321106,"subfield":{"id":"https://openalex.org/subfields/2312","display_name":"Water Science and Technology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.7575647830963135},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5735244750976562},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.5111861824989319},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4952322542667389},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.48651450872421265},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.4320404529571533},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4200242757797241},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.17997393012046814}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7575647830963135},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5735244750976562},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.5111861824989319},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4952322542667389},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.48651450872421265},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.4320404529571533},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4200242757797241},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.17997393012046814}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3152804","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3152804","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09717279.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:52f781c642d04eab943e57aaf89a23d1","is_oa":true,"landing_page_url":"https://doaj.org/article/52f781c642d04eab943e57aaf89a23d1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 20875-20888 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3152804","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3152804","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09717279.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.8999999761581421}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4213076869.pdf","grobid_xml":"https://content.openalex.org/works/W4213076869.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1497336187","https://openalex.org/W1514832573","https://openalex.org/W1974551581","https://openalex.org/W2005233125","https://openalex.org/W2011501918","https://openalex.org/W2032085037","https://openalex.org/W2051158894","https://openalex.org/W2092326570","https://openalex.org/W2105128177","https://openalex.org/W2106335692","https://openalex.org/W2114786478","https://openalex.org/W2167057907","https://openalex.org/W2188769982","https://openalex.org/W2219395474","https://openalex.org/W2289469333","https://openalex.org/W2318125988","https://openalex.org/W2344288966","https://openalex.org/W2532751500","https://openalex.org/W2558832882","https://openalex.org/W2573897806","https://openalex.org/W2605194071","https://openalex.org/W2605301127","https://openalex.org/W2625471754","https://openalex.org/W2806789894","https://openalex.org/W2887235932","https://openalex.org/W2887449362","https://openalex.org/W2895610266","https://openalex.org/W2912206681","https://openalex.org/W2916641566","https://openalex.org/W2944559596","https://openalex.org/W2945663872","https://openalex.org/W2954714931","https://openalex.org/W2977317437","https://openalex.org/W3013386643","https://openalex.org/W3044999224","https://openalex.org/W3046489877","https://openalex.org/W3089921564","https://openalex.org/W3110175071","https://openalex.org/W3119709224","https://openalex.org/W3203098540","https://openalex.org/W6629575236","https://openalex.org/W6686870869","https://openalex.org/W6699772279","https://openalex.org/W6768345848"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W1926736923","https://openalex.org/W2158836806","https://openalex.org/W2393816671","https://openalex.org/W2083665254","https://openalex.org/W1975451135"],"abstract_inverted_index":{"The":[0,20,38,53,103,146],"paper":[1],"presents":[2],"a":[3,16,24,41,142],"model":[4],"predictive":[5],"approach":[6,44,188],"for":[7,15,94,135,158,174],"evaluating":[8],"network":[9,27,198],"lifetime":[10,159,199],"and":[11,35,71,77,83,98,114,121,153,171],"cluster":[12,126,175],"head":[13,127,176],"selection":[14,177],"wireless":[17,25,143],"sensor":[18,26,144],"network.":[19,102,145],"dynamic":[21,195],"parameters":[22,196],"of":[23,58,100,124,193],"are":[28,74,86,118,161,178],"collected":[29],"using":[30],"Smart":[31,167],"Mesh":[32,168],"IP":[33,169],"Power":[34],"performance":[36,99],"calculator.":[37],"study":[39],"considers":[40],"machine":[42],"learning":[43],"to":[45,90,132],"combine":[46],"clustering":[47],"with":[48,165,182],"the":[49,75,78,87,92,96,101,111,119,122,125,129,166,172,191],"optimal":[50,138],"routing":[51,139],"protocol.":[52],"hop":[54],"depth,":[55],"advertising,":[56],"number":[57],"Motes,":[59],"backbone,":[60],"routing,":[61],"reporting":[62],"interval,":[63],"payload":[64],"size,":[65,68],"downstream":[66],"frame":[67],"supply":[69],"voltage,":[70],"path":[72,140],"stability":[73],"predictors,":[76,120],"current":[79],"consumption,":[80],"data":[81,115],"latency,":[82],"build":[84],"time":[85],"response":[88,130],"variables":[89],"establish":[91,133],"models":[93,134,157,173],"estimating":[95],"power":[97],"remaining":[104],"energy":[105],"in":[106,141,163,180],"each":[107],"node,":[108],"distance":[109],"from":[110],"base":[112],"station,":[113],"transmission":[116],"rate":[117],"priority":[123],"is":[128],"variable":[131],"achieving":[136],"an":[137],"standard":[147],"tree,":[148],"Support":[149],"Vector":[150],"Machine,":[151],"Ensemble,":[152],"Gaussian":[154],"process":[155],"regression":[156],"estimation":[160],"analyzed":[162],"comparison":[164,181],"tool,":[170],"investigated":[179],"ANFIS":[183],"based":[184],"models.":[185],"This":[186],"novel":[187],"concentrates":[189],"on":[190,197],"effect":[192],"various":[194],"prediction.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":1}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
