{"id":"https://openalex.org/W4226296533","doi":"https://doi.org/10.1109/access.2022.3163254","title":"Enhancing the Lifetime of Wireless Sensor Networks Using Fuzzy Logic LEACH Technique-Based Particle Swarm Optimization","display_name":"Enhancing the Lifetime of Wireless Sensor Networks Using Fuzzy Logic LEACH Technique-Based Particle Swarm Optimization","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4226296533","doi":"https://doi.org/10.1109/access.2022.3163254"},"language":"en","primary_location":{"id":"doi:10.1109/access.2022.3163254","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3163254","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09745039.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/ielx7/6287639/9668973/09745039.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5042601909","display_name":"Marwa Gamal","orcid":"https://orcid.org/0000-0002-1177-8198"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Marwa Gamal","raw_affiliation_strings":["Department of Information Technology, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-1177-8198","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079378239","display_name":"Nagham Mekky","orcid":null},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"N. E. Mekky","raw_affiliation_strings":["Department of Information Technology, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077421526","display_name":"Hassan Soliman","orcid":"https://orcid.org/0000-0002-6467-101X"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"H. H. Soliman","raw_affiliation_strings":["Department of Information Technology, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-6467-101X","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026801676","display_name":"Noha A. Hikal","orcid":"https://orcid.org/0000-0003-2334-9523"},"institutions":[{"id":"https://openalex.org/I159247623","display_name":"Mansoura University","ror":"https://ror.org/01k8vtd75","country_code":"EG","type":"education","lineage":["https://openalex.org/I159247623"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Noha A. Hikal","raw_affiliation_strings":["Department of Information Technology, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt"],"raw_orcid":"https://orcid.org/0000-0003-2334-9523","affiliations":[{"raw_affiliation_string":"Department of Information Technology, Faculty of Computers and Information, Mansoura University, Mansoura, Egypt","institution_ids":["https://openalex.org/I159247623"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5042601909"],"corresponding_institution_ids":["https://openalex.org/I159247623"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":13.2589,"has_fulltext":true,"cited_by_count":100,"citation_normalized_percentile":{"value":0.99178048,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"10","issue":null,"first_page":"36935","last_page":"36948"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9901999831199646,"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":0.9860000014305115,"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/wireless-sensor-network","display_name":"Wireless sensor network","score":0.793594241142273},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7535555958747864},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.68739253282547},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.6055824160575867},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5959780812263489},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.5709816217422485},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.5036866068840027},{"id":"https://openalex.org/keywords/routing-protocol","display_name":"Routing protocol","score":0.5033711791038513},{"id":"https://openalex.org/keywords/throughput","display_name":"Throughput","score":0.48796385526657104},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.422453910112381},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.41889864206314087},{"id":"https://openalex.org/keywords/efficient-energy-use","display_name":"Efficient energy use","score":0.4181487560272217},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38316673040390015},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3748836815357208},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.32246828079223633},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20807647705078125},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.18929457664489746},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.13892215490341187}],"concepts":[{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.793594241142273},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7535555958747864},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.68739253282547},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.6055824160575867},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5959780812263489},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.5709816217422485},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.5036866068840027},{"id":"https://openalex.org/C104954878","wikidata":"https://www.wikidata.org/wiki/Q1648707","display_name":"Routing protocol","level":3,"score":0.5033711791038513},{"id":"https://openalex.org/C157764524","wikidata":"https://www.wikidata.org/wiki/Q1383412","display_name":"Throughput","level":3,"score":0.48796385526657104},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.422453910112381},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.41889864206314087},{"id":"https://openalex.org/C2742236","wikidata":"https://www.wikidata.org/wiki/Q924713","display_name":"Efficient energy use","level":2,"score":0.4181487560272217},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38316673040390015},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3748836815357208},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.32246828079223633},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20807647705078125},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.18929457664489746},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.13892215490341187},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"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},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2022.3163254","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3163254","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09745039.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:ef6f2ecdb9ed44c19b6e217535703efd","is_oa":false,"landing_page_url":"https://doaj.org/article/ef6f2ecdb9ed44c19b6e217535703efd","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 10, Pp 36935-36948 (2022)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2022.3163254","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2022.3163254","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/9668973/09745039.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":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4226296533.pdf","grobid_xml":"https://content.openalex.org/works/W4226296533.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1191516234","https://openalex.org/W1543659671","https://openalex.org/W1585002319","https://openalex.org/W1993446822","https://openalex.org/W2032521963","https://openalex.org/W2045034956","https://openalex.org/W2046218320","https://openalex.org/W2054897420","https://openalex.org/W2071949631","https://openalex.org/W2099751474","https://openalex.org/W2103340776","https://openalex.org/W2104846640","https://openalex.org/W2105128177","https://openalex.org/W2106335692","https://openalex.org/W2123682415","https://openalex.org/W2143938200","https://openalex.org/W2152195021","https://openalex.org/W2156461475","https://openalex.org/W2170239483","https://openalex.org/W2187138110","https://openalex.org/W2203808635","https://openalex.org/W2268226481","https://openalex.org/W2487038172","https://openalex.org/W2727388827","https://openalex.org/W2734702084","https://openalex.org/W2734998666","https://openalex.org/W2796468206","https://openalex.org/W2806418595","https://openalex.org/W2913222812","https://openalex.org/W2913367076","https://openalex.org/W2920674530","https://openalex.org/W2942105643","https://openalex.org/W2942635578","https://openalex.org/W2959342709","https://openalex.org/W2970506519","https://openalex.org/W2996529140","https://openalex.org/W2998973314","https://openalex.org/W3000675142","https://openalex.org/W3004590599","https://openalex.org/W3014454221","https://openalex.org/W3020135647","https://openalex.org/W3034974931","https://openalex.org/W3049515777","https://openalex.org/W3108141335","https://openalex.org/W3132568260","https://openalex.org/W3145492107","https://openalex.org/W3164307566","https://openalex.org/W3203384365","https://openalex.org/W3213812352","https://openalex.org/W4253572110","https://openalex.org/W6686974049"],"related_works":["https://openalex.org/W2136583354","https://openalex.org/W2111238207","https://openalex.org/W2760721665","https://openalex.org/W2107954672","https://openalex.org/W330130819","https://openalex.org/W3019402777","https://openalex.org/W2288610023","https://openalex.org/W2031835531","https://openalex.org/W2388590088","https://openalex.org/W4386596916"],"abstract_inverted_index":{"Wireless":[0],"sensor":[1,170],"networks":[2],"(WSNs)":[3],"have":[4],"attracted":[5],"significant":[6],"attention":[7],"because":[8],"of":[9,31,44,140],"their":[10,38],"widespread":[11],"use":[12,39],"in":[13],"health":[14],"care,":[15],"habitat":[16],"tracking,":[17,24],"disaster":[18],"prevention,":[19],"agriculture,":[20],"monitoring":[21,144],"areas,":[22],"fire":[23],"and":[25,83,97,132,149,173,190],"other":[26],"real-life":[27],"applications.":[28,42],"The":[29,156,177],"lifetime":[30,53,183],"WSNs":[32,141],"must":[33],"be":[34],"prolonged":[35],"to":[36,111,136,167,174],"increase":[37],"for":[40,49,88,142],"various":[41],"One":[43],"the":[45,51,57,93,113,118,138,160],"most":[46],"effective":[47],"methods":[48],"improving":[50],"network\u2019s":[52],"is":[54],"clustering":[55,71,86,131,147],"with":[56,123],"optimal":[58],"cluster":[59,89],"head":[60],"(CH).":[61],"This":[62],"study":[63],"proposes":[64],"a":[65,84,108],"fuzzy":[66,128],"Logic":[67],"(FL)":[68],"low-energy":[69],"adaptive":[70],"hierarchy":[72],"(LEACH)":[73],"technique-based":[74],"particle":[75],"swarm":[76],"optimization":[77],"(PSO).":[78],"It":[79,91],"employs":[80],"hybrid":[81],"PSO":[82],"K-means":[85],"algorithm":[87],"formation.":[90],"selects":[92],"primary":[94],"CH":[95,99,134],"(PCH)":[96],"secondary":[98],"(SCH)":[100],"using":[101,107],"FL.":[102],"Extensive":[103],"simulations":[104],"were":[105],"conducted":[106],"simulation":[109],"program":[110],"validate":[112],"proposed":[114,119,161],"protocol\u2019s":[115],"performance.":[116],"Furthermore,":[117],"protocol":[120,162],"was":[121,184],"compared":[122],"traditional":[124],"algorithms,":[125],"such":[126],"as":[127],"c-means":[129],"(FCM)":[130],"FLS-based":[133],"selection":[135],"enhance":[137],"sustainability":[139],"environmental":[143],"applications,":[145],"LEACH-Fuzzy":[146],"protocol,":[148],"LEACH":[150],"based":[151],"on":[152],"energy":[153,165],"consumption":[154,166],"equilibrium.":[155],"results":[157,179],"confirmed":[158],"that":[159,181],"efficiently":[163],"balances":[164],"improve":[168],"wireless":[169],"network":[171,182],"performance":[172],"maximize":[175],"throughput.":[176],"simulated":[178],"indicated":[180],"improved":[185],"by":[186,193],"more":[187],"than":[188],"46%":[189],"packet":[191],"transmission":[192],"17.6%.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":34},{"year":2024,"cited_by_count":32},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":6}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}
