{"id":"https://openalex.org/W4391742536","doi":"https://doi.org/10.1109/imcom60618.2024.10418358","title":"Using Hybrid Genetic Algorithm for Data Aggregation in Wireless Sensor Networks","display_name":"Using Hybrid Genetic Algorithm for Data Aggregation in Wireless Sensor Networks","publication_year":2024,"publication_date":"2024-01-03","ids":{"openalex":"https://openalex.org/W4391742536","doi":"https://doi.org/10.1109/imcom60618.2024.10418358"},"language":"en","primary_location":{"id":"doi:10.1109/imcom60618.2024.10418358","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom60618.2024.10418358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 18th International Conference on Ubiquitous Information Management and Communication (IMCOM)","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/A5000950337","display_name":"Sharmin Sharmin","orcid":null},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Sharmin Sharmin","raw_affiliation_strings":["Universiti Malaya,Department of Computer System and Technology,Kuala Lumpur,Malaysia,50603"],"affiliations":[{"raw_affiliation_string":"Universiti Malaya,Department of Computer System and Technology,Kuala Lumpur,Malaysia,50603","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022212729","display_name":"Ismail Ahmedy","orcid":"https://orcid.org/0000-0003-4324-8965"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Ismail Ahmedy","raw_affiliation_strings":["Universiti Malaya,Department of Computer System and Technology,Kuala Lumpur,Malaysia,50603"],"affiliations":[{"raw_affiliation_string":"Universiti Malaya,Department of Computer System and Technology,Kuala Lumpur,Malaysia,50603","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017116281","display_name":"Rafidah Md Noor","orcid":"https://orcid.org/0000-0001-6266-2390"},"institutions":[{"id":"https://openalex.org/I33849332","display_name":"University of Malaya","ror":"https://ror.org/00rzspn62","country_code":"MY","type":"education","lineage":["https://openalex.org/I33849332"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Rafidah Md Noor","raw_affiliation_strings":["Universiti Malaya,Department of Computer System and Technology,Kuala Lumpur,Malaysia,50603"],"affiliations":[{"raw_affiliation_string":"Universiti Malaya,Department of Computer System and Technology,Kuala Lumpur,Malaysia,50603","institution_ids":["https://openalex.org/I33849332"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068699492","display_name":"Habibah Ismail","orcid":null},"institutions":[{"id":"https://openalex.org/I82724352","display_name":"Universiti Teknologi MARA","ror":"https://ror.org/05n8tts92","country_code":"MY","type":"education","lineage":["https://openalex.org/I82724352"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Habibah Ismail","raw_affiliation_strings":["Computer Science Unit, Centre of Foundation Studies, Universiti Teknologi MARA,Dengkil,Selangor,Malaysia,43800"],"affiliations":[{"raw_affiliation_string":"Computer Science Unit, Centre of Foundation Studies, Universiti Teknologi MARA,Dengkil,Selangor,Malaysia,43800","institution_ids":["https://openalex.org/I82724352"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5000950337"],"corresponding_institution_ids":["https://openalex.org/I33849332"],"apc_list":null,"apc_paid":null,"fwci":1.1026,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.7629404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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":0.9965000152587891,"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/T10246","display_name":"Mobile Ad Hoc Networks","score":0.9797999858856201,"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/cluster-analysis","display_name":"Cluster analysis","score":0.6853728294372559},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6218827366828918},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5954844951629639},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.44181859493255615},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.4164067804813385},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4151475131511688},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4129737615585327},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3001953363418579},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.25178584456443787}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6853728294372559},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6218827366828918},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5954844951629639},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.44181859493255615},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.4164067804813385},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4151475131511688},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4129737615585327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3001953363418579},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.25178584456443787},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/imcom60618.2024.10418358","is_oa":false,"landing_page_url":"https://doi.org/10.1109/imcom60618.2024.10418358","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 18th International Conference on Ubiquitous Information Management and Communication (IMCOM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2012200486","https://openalex.org/W2061879708","https://openalex.org/W2088087163","https://openalex.org/W2104846640","https://openalex.org/W2108777122","https://openalex.org/W2119106551","https://openalex.org/W2122754127","https://openalex.org/W2138373774","https://openalex.org/W2141065985","https://openalex.org/W2169936690","https://openalex.org/W2237001000","https://openalex.org/W2320486892","https://openalex.org/W2469942879","https://openalex.org/W2893346468","https://openalex.org/W2893780334","https://openalex.org/W2912206681","https://openalex.org/W2913222812","https://openalex.org/W2956857492","https://openalex.org/W2969333798","https://openalex.org/W3001234969","https://openalex.org/W3033871025","https://openalex.org/W3039739744","https://openalex.org/W3041074302","https://openalex.org/W3080940024","https://openalex.org/W3134009514","https://openalex.org/W3140776392","https://openalex.org/W4323315067"],"related_works":["https://openalex.org/W2793666424","https://openalex.org/W1521063997","https://openalex.org/W4298130764","https://openalex.org/W2558765606","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W857034687","https://openalex.org/W2093193679","https://openalex.org/W2149099995","https://openalex.org/W4361214895"],"abstract_inverted_index":{"Efficient":[0],"energy":[1,93],"usage":[2],"is":[3],"vital":[4],"for":[5,50,62],"extending":[6],"Wireless":[7],"Sensor":[8],"Networks":[9],"(WSNs)":[10],"lifespan.":[11],"While":[12],"Improved":[13],"LowEnergy":[14],"Adaptive":[15],"Clustering":[16],"Hierarchy":[17],"(ILEACH)":[18],"excels":[19],"in":[20,41,128],"energy-efficient":[21],"data":[22,51,108,120],"aggregation,":[23,109,121],"challenges":[24],"like":[25],"premature":[26,67],"cluster":[27],"head":[28],"<tex":[29,80,84,98],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[30,81,85,99],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$({\\text{CH}})$</tex>":[31],"failure":[32],"remain.":[33],"Genetic":[34],"Algorithm":[35],"(GA)":[36],"optimizes":[37],"parameters,":[38],"including":[39],"energy,":[40],"WSNs.":[42],"We":[43],"propose":[44],"a":[45],"novel":[46],"hybrid":[47],"ILEACH-GA":[48,70],"algorithm":[49],"aggregation.":[52,63],"ILEACH":[53],"forms":[54],"clusters,":[55],"GA":[56,64],"evaluates":[57],"fitness,":[58],"selecting":[59],"optimal":[60],"clusters":[61],"mitigates":[65],"ILEACH's":[66],"CH":[68],"failure.":[69],"surpasses":[71],"LEACH,":[72],"ILEACH,":[73],"and":[74,95,112,124,130],"GA-LEACH,":[75],"with":[76],"significantly":[77],"higher":[78,91],"throughput":[79],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$(10.0\\%$</tex>":[82],",":[83],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$47.4{{\\%":[86],"}},21.9{{\\%":[87],"}}$</tex>":[88],"respectively),":[89],"retaining":[90],"residual":[92],"(0.0805)":[94],"alive":[96],"nodes":[97],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$({25.5{{\\%":[100],"}}})$</tex>":[101],".":[102],"This":[103,115],"innovation":[104,116],"boosts":[105],"sustainable":[106,118],"WSN":[107,119],"overcoming":[110],"limitations,":[111,123],"enhancing":[113],"performance.":[114],"elevates":[117],"surmounting":[122],"augmenting":[125],"performance,":[126],"applicable":[127],"waste":[129],"crop":[131],"management":[132],"systems.":[133]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}