{"id":"https://openalex.org/W3114157713","doi":"https://doi.org/10.1109/ictc49870.2020.9289320","title":"Comparison of CNN Architectures using RP Algorithm for Burst Signal Detection","display_name":"Comparison of CNN Architectures using RP Algorithm for Burst Signal Detection","publication_year":2020,"publication_date":"2020-10-21","ids":{"openalex":"https://openalex.org/W3114157713","doi":"https://doi.org/10.1109/ictc49870.2020.9289320","mag":"3114157713"},"language":"en","primary_location":{"id":"doi:10.1109/ictc49870.2020.9289320","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc49870.2020.9289320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Information and Communication Technology Convergence (ICTC)","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/A5086168187","display_name":"Dongho Seo","orcid":"https://orcid.org/0000-0002-3394-3422"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Dongho Seo","raw_affiliation_strings":["Hanyang University, Seoul, Korea"],"affiliations":[{"raw_affiliation_string":"Hanyang University, Seoul, Korea","institution_ids":["https://openalex.org/I4575257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101416010","display_name":"Junil Ahn","orcid":"https://orcid.org/0000-0003-3192-1315"},"institutions":[{"id":"https://openalex.org/I2801036362","display_name":"Agency for Defense Development","ror":"https://ror.org/05fhe0r85","country_code":"KR","type":"government","lineage":["https://openalex.org/I1327899338","https://openalex.org/I1344042128","https://openalex.org/I2801036362","https://openalex.org/I2801339556"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junil Ahn","raw_affiliation_strings":["Agency for Defence Development, Korea"],"affiliations":[{"raw_affiliation_string":"Agency for Defence Development, Korea","institution_ids":["https://openalex.org/I2801036362"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014061593","display_name":"Haewoon Nam","orcid":"https://orcid.org/0000-0001-9847-7023"},"institutions":[{"id":"https://openalex.org/I4575257","display_name":"Hanyang University","ror":"https://ror.org/046865y68","country_code":"KR","type":"education","lineage":["https://openalex.org/I4575257"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Haewoon Nam","raw_affiliation_strings":["Division of Electrical Engineering, Hanyang University, Ansan, Korea"],"affiliations":[{"raw_affiliation_string":"Division of Electrical Engineering, Hanyang University, Ansan, Korea","institution_ids":["https://openalex.org/I4575257"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5086168187"],"corresponding_institution_ids":["https://openalex.org/I4575257"],"apc_list":null,"apc_paid":null,"fwci":0.2651,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.64869161,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"86","issue":null,"first_page":"809","last_page":"812"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998999834060669,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998999834060669,"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/T10891","display_name":"Radar Systems and Signal Processing","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9950000047683716,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7155023813247681},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.49855875968933105},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4261452853679657}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7155023813247681},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.49855875968933105},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4261452853679657},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc49870.2020.9289320","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc49870.2020.9289320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323103","display_name":"Agency for Defense Development","ror":"https://ror.org/05fhe0r85"},{"id":"https://openalex.org/F4320334874","display_name":"Defense Acquisition Program Administration","ror":"https://ror.org/04bjg9m96"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1517729176","https://openalex.org/W1686810756","https://openalex.org/W2107202787","https://openalex.org/W2112796928","https://openalex.org/W2117371822","https://openalex.org/W2163121240","https://openalex.org/W2193895645","https://openalex.org/W2239136474","https://openalex.org/W2707890836","https://openalex.org/W2741230443","https://openalex.org/W2899824937","https://openalex.org/W2908993293","https://openalex.org/W2916238263","https://openalex.org/W2917701288","https://openalex.org/W2944313727","https://openalex.org/W2944891925","https://openalex.org/W2962835968","https://openalex.org/W2966910701","https://openalex.org/W3011425208","https://openalex.org/W3104028856","https://openalex.org/W4249543038","https://openalex.org/W6637373629","https://openalex.org/W6739917289"],"related_works":["https://openalex.org/W303980170","https://openalex.org/W2351491280","https://openalex.org/W2386767533","https://openalex.org/W2371447506","https://openalex.org/W2333698505","https://openalex.org/W2361693269","https://openalex.org/W3007062608","https://openalex.org/W2533640787","https://openalex.org/W2378822193","https://openalex.org/W2374650051"],"abstract_inverted_index":{"Recently,":[0],"convolutional":[1],"neural":[2],"networks":[3],"(CNNs)":[4],"achieved":[5],"remarkable":[6],"success":[7],"in":[8,49,104],"various":[9],"fields,":[10],"especially":[11],"computer":[12],"vision":[13],"and":[14,65],"image":[15],"processing.":[16],"However,":[17],"it":[18],"is":[19,27,71,91],"not":[20],"known":[21],"what":[22],"type":[23],"of":[24,36,46,78,86,95,100,106],"CNN":[25,47,57,70,80,89,101],"architecture":[26,48],"the":[28,32,44,87,96,107],"best":[29],"fit":[30],"for":[31],"detection":[33,53,63],"or":[34],"classification":[35],"communication":[37],"signals.":[38],"In":[39],"this":[40],"work,":[41],"we":[42],"compare":[43],"three":[45,56],"a":[50,75],"burst":[51],"signal":[52],"task.":[54],"The":[55,68,84],"architectures":[58],"are":[59],"compared":[60],"to":[61,73],"their":[62],"performance":[64,77,85],"computational":[66,108],"complexity.":[67],"9-layer":[69],"shown":[72],"achieve":[74],"similar":[76],"12-layer":[79],"on":[81],"overall":[82],"environments.":[83],"7-layer":[88],"model":[90],"worse":[92],"than":[93],"that":[94],"other":[97],"two":[98],"types":[99],"architectures,":[102],"except":[103],"terms":[105],"complexity":[109],"at":[110],"low":[111],"SNR.":[112]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}