{"id":"https://openalex.org/W4411799028","doi":"https://doi.org/10.1109/access.2025.3584113","title":"Anomaly Detection for Wireless Cellular Communication Based on Synthetic Anomaly","display_name":"Anomaly Detection for Wireless Cellular Communication Based on Synthetic Anomaly","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411799028","doi":"https://doi.org/10.1109/access.2025.3584113"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3584113","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3584113","pdf_url":null,"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":null,"license_id":null,"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://doi.org/10.1109/access.2025.3584113","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Hyeongwoo Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyeongwoo Kim","raw_affiliation_strings":["Radio and Information Communications Engineering, Chungnam National University, Daejeon, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Radio and Information Communications Engineering, Chungnam National University, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084252900","display_name":"Jinha Kim","orcid":"https://orcid.org/0009-0001-5649-1465"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jinha Kim","raw_affiliation_strings":["Radio and Information Communications Engineering, Chungnam National University, Daejeon, Republic of Korea"],"raw_orcid":"https://orcid.org/0009-0001-5649-1465","affiliations":[{"raw_affiliation_string":"Radio and Information Communications Engineering, Chungnam National University, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024536415","display_name":"Young-Seo Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youngseo Ji","raw_affiliation_strings":["Radio and Information Communications Engineering, Chungnam National University, Daejeon, Republic of Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Radio and Information Communications Engineering, Chungnam National University, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I196345858"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020986522","display_name":"Byungkwan Kim","orcid":"https://orcid.org/0000-0002-2414-1292"},"institutions":[{"id":"https://openalex.org/I196345858","display_name":"Chungnam National University","ror":"https://ror.org/0227as991","country_code":"KR","type":"education","lineage":["https://openalex.org/I196345858"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Byungkwan Kim","raw_affiliation_strings":["Radio and Information Communications Engineering, Chungnam National University, Daejeon, Republic of Korea"],"raw_orcid":"https://orcid.org/0000-0002-2414-1292","affiliations":[{"raw_affiliation_string":"Radio and Information Communications Engineering, Chungnam National University, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I196345858"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I196345858"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.3042,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.84684323,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"13","issue":null,"first_page":"112720","last_page":"112730"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":1.0,"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"}},{"id":"https://openalex.org/T10400","display_name":"Network Security and Intrusion Detection","score":0.9994000196456909,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7000866532325745},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6571201682090759},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.5754302740097046},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.547476589679718},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2663760781288147},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.22689250111579895},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.06161472201347351}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7000866532325745},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6571201682090759},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.5754302740097046},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.547476589679718},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2663760781288147},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.22689250111579895},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.06161472201347351},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3584113","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3584113","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e232e31632b9406abd55b8662ad13ec5","is_oa":true,"landing_page_url":"https://doaj.org/article/e232e31632b9406abd55b8662ad13ec5","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 13, Pp 112720-112730 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3584113","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3584113","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G618770324","display_name":null,"funder_award_id":"RS-2023-00229541","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"}],"funders":[{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W2012655284","https://openalex.org/W2017631321","https://openalex.org/W2097832835","https://openalex.org/W2100139208","https://openalex.org/W2131458171","https://openalex.org/W2132673044","https://openalex.org/W2598351857","https://openalex.org/W2599354622","https://openalex.org/W2914570111","https://openalex.org/W2937347211","https://openalex.org/W2963045681","https://openalex.org/W2963610939","https://openalex.org/W3012082538","https://openalex.org/W3147184966","https://openalex.org/W3160366495","https://openalex.org/W3166166117","https://openalex.org/W4213131140","https://openalex.org/W4213418104","https://openalex.org/W4214694907","https://openalex.org/W4323545743","https://openalex.org/W4376626035","https://openalex.org/W4391407019","https://openalex.org/W4399619729","https://openalex.org/W4400409706","https://openalex.org/W4405778536","https://openalex.org/W6752554887","https://openalex.org/W6779586474"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":{"With":[0],"the":[1,12,49,55,59,122,125,140,145],"growing":[2],"demand":[3],"for":[4,37,152],"wireless":[5],"communication":[6],"services,":[7],"efficient":[8],"anomaly":[9,39,44,127,154],"detection":[10,116,135,155],"in":[11,92,156],"electromagnetic":[13,158],"spectrum":[14,24,38,53,72,153],"is":[15],"crucial":[16],"to":[17,82,133],"ensure":[18],"service":[19],"quality":[20],"and":[21,68,77,88,94,105,142],"prevent":[22],"illegal":[23],"usage.":[25],"This":[26],"study":[27,120],"introduces":[28],"a":[29,149],"novel":[30],"Synthetic":[31],"Anomaly":[32],"Detection":[33],"(SAD)-based":[34],"method":[35,57,98],"tailored":[36],"detection.":[40],"By":[41],"leveraging":[42],"synthetic":[43,126],"data":[45],"generation":[46,128],"that":[47],"captures":[48],"unique":[50],"characteristics":[51],"of":[52,61,71,102,124,144],"signals,":[54],"proposed":[56,146],"addresses":[58],"limitations":[60],"conventional":[62],"approaches,":[63],"such":[64],"as":[65],"reconstruction":[66],"errors":[67],"inadequate":[69],"representation":[70],"anomalies.":[73],"A":[74],"rectangular":[75],"mask":[76],"Gaussian":[78],"noise":[79],"were":[80],"employed":[81],"simulate":[83],"anomalies":[84],"like":[85],"tones,":[86],"chirps,":[87],"pulses":[89],"commonly":[90],"found":[91],"LTE":[93],"5G":[95],"bands.":[96],"The":[97],"achieved":[99],"AUROC":[100],"scores":[101],"90%":[103],"(image-level)":[104],"82%":[106],"(pixel-level)":[107],"under":[108],"ISR":[109],"0":[110],"dB,":[111],"outperforming":[112],"traditional":[113],"unsupervised":[114],"learning-based":[115],"methods.":[117],"An":[118],"ablation":[119],"demonstrated":[121],"effectiveness":[123],"process,":[129],"highlighting":[130],"its":[131],"contribution":[132],"enhanced":[134],"performance.":[136],"These":[137],"results":[138],"validate":[139],"practicality":[141],"robustness":[143],"approach,":[147],"providing":[148],"solid":[150],"framework":[151],"dynamic":[157],"environments.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}