{"id":"https://openalex.org/W4392981024","doi":"https://doi.org/10.1109/icaiic60209.2024.10463321","title":"Channel Selection Using Machine Learning","display_name":"Channel Selection Using Machine Learning","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4392981024","doi":"https://doi.org/10.1109/icaiic60209.2024.10463321"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic60209.2024.10463321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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/A5109676830","display_name":"Shrutika Sinha","orcid":null},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Shrutika Sinha","raw_affiliation_strings":["Kookmin University,Dept. of Financial Information Security,South Korea,02703"],"affiliations":[{"raw_affiliation_string":"Kookmin University,Dept. of Financial Information Security,South Korea,02703","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013719665","display_name":"G. Pradeep Reddy","orcid":"https://orcid.org/0000-0002-5624-5547"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"G. Pradeep Reddy","raw_affiliation_strings":["Special Communication &#x0026; Convergence Service Research Center, Kookmin University,South Korea,02703"],"affiliations":[{"raw_affiliation_string":"Special Communication &#x0026; Convergence Service Research Center, Kookmin University,South Korea,02703","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100724796","display_name":"Soohyun Park","orcid":"https://orcid.org/0000-0002-6556-9746"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Soo-Hyun Park","raw_affiliation_strings":["School of Computer Science, Kookmin University,South Korea,02703"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Kookmin University,South Korea,02703","institution_ids":["https://openalex.org/I110273157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5109676830"],"corresponding_institution_ids":["https://openalex.org/I110273157"],"apc_list":null,"apc_paid":null,"fwci":0.6674,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66999284,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"164","last_page":"168"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.527400016784668,"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"}},"topics":[{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.527400016784668,"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/T11269","display_name":"Algorithms and Data Compression","score":0.46959999203681946,"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":0.7034438252449036},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6705471873283386},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5368810892105103},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.45982933044433594},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4583856463432312},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1536324918270111}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7034438252449036},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6705471873283386},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5368810892105103},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45982933044433594},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4583856463432312},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1536324918270111}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic60209.2024.10463321","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463321","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1575463766","https://openalex.org/W2109247412","https://openalex.org/W2583298792","https://openalex.org/W2952065976","https://openalex.org/W2997437542","https://openalex.org/W3005071118","https://openalex.org/W3010561455","https://openalex.org/W3159310960","https://openalex.org/W3187371414","https://openalex.org/W4206118661","https://openalex.org/W4206366823","https://openalex.org/W4226306364","https://openalex.org/W4292451728","https://openalex.org/W4316116392","https://openalex.org/W4378965625"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347","https://openalex.org/W4210805261"],"abstract_inverted_index":{"The":[0,33,133],"channel":[1,16,87,122,149,164,176,188],"plays":[2],"an":[3,60],"important":[4],"role":[5],"in":[6,72,103,116,173,183],"any":[7],"wireless":[8],"communication":[9,29,36,43],"system.":[10,64],"If":[11],"there":[12,66],"exists":[13],"only":[14,46],"one":[15],"between":[17],"the":[18,21,24,28,47,53,63,90,100,104,112,147,151,162,187,195,205,212],"transmitter":[19],"and":[20,106,128,203],"receiver,":[22],"if":[23],"link":[25],"fails,":[26],"then":[27],"cannot":[30],"be":[31,38,109,180],"established.":[32],"reliability":[34],"of":[35,49,55],"can":[37,190],"improved":[39],"by":[40,99],"introducing":[41],"multiple":[42],"channels.":[44],"Not":[45],"number":[48],"channels":[50,56],"but":[51,93],"also":[52],"type":[54],"being":[57],"used":[58],"has":[59],"impact":[61],"on":[62,126,168],"Although":[65],"have":[67,80],"been":[68,82],"few":[69],"works":[70,75],"done":[71],"this":[73,118,137],"direction,":[74],"related":[76],"to":[77,145,160,165],"long":[78],"distances":[79],"not":[81,108],"given":[83,152],"importance.":[84],"Further,":[85,154],"manual":[86,94],"switching":[88,95],"is":[89,96,135,209],"recommended":[91],"choice,":[92],"greatly":[97],"impacted":[98],"people":[101],"involved":[102],"mechanism":[105,124,138],"may":[107],"accurate":[110],"all":[111],"time.":[113],"Keeping":[114],"these":[115],"view,":[117],"paper":[119],"proposes":[120],"a":[121],"selection":[123],"based":[125,167],"Wi-Fi":[127],"LoRa":[129],"(Long":[130],"Range)":[131],"technologies.":[132],"advantage":[134],"that":[136,211],"takes":[139],"into":[140],"account":[141],"both":[142],"radio":[143],"technologies":[144],"choose":[146],"best":[148,163],"for":[150],"conditions.":[153],"machine":[155],"learning-based":[156],"techniques":[157],"are":[158,200],"introduced":[159],"learn":[161],"use":[166],"historical":[169],"data,":[170],"which":[171],"helps":[172],"achieving":[174],"automatic":[175],"selection.":[177],"This":[178],"will":[179],"particularly":[181],"useful":[182],"dynamic":[184],"environments,":[185],"where":[186],"conditions":[189],"change":[191],"frequently.":[192],"To":[193],"validate":[194],"proposed":[196],"concept,":[197],"various":[198],"experiments":[199],"carried":[201],"out":[202],"from":[204],"experimental":[206],"results,":[207],"it":[208],"observed":[210],"KNN":[213],"algorithm":[214],"achieves":[215],"good":[216],"performance.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
