{"id":"https://openalex.org/W4409869007","doi":"https://doi.org/10.1145/3718751.3718855","title":"Research and implementation of automatic identification of signal modulation regime based on artificial neural network","display_name":"Research and implementation of automatic identification of signal modulation regime based on artificial neural network","publication_year":2024,"publication_date":"2024-11-15","ids":{"openalex":"https://openalex.org/W4409869007","doi":"https://doi.org/10.1145/3718751.3718855"},"language":"en","primary_location":{"id":"doi:10.1145/3718751.3718855","doi":"https://doi.org/10.1145/3718751.3718855","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3718751.3718855","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3718751.3718855","source":{"id":"https://openalex.org/S7407086939","display_name":"International Conference on Big Data, Artificial Intelligence and Risk Management (ICBAR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 4th International Conference on Big Data, Artificial Intelligence and Risk Management","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3718751.3718855","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Rui Gu","orcid":"https://orcid.org/0009-0001-3577-0836","observed_orcids":["https://orcid.org/0009-0001-3577-0836"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rui Gu","raw_affiliation_strings":["China Satellite Maritime Measurement and Control Department, Jiangyin, Jiangsu, China"],"raw_orcid":"https://orcid.org/0009-0001-3577-0836","affiliations":[{"raw_affiliation_string":"China Satellite Maritime Measurement and Control Department, Jiangyin, Jiangsu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Bo Cong","orcid":"https://orcid.org/0009-0005-1787-0867","observed_orcids":["https://orcid.org/0009-0005-1787-0867"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bo Cong","raw_affiliation_strings":["China Satellite Maritime Measurement and Control Department, Jiangyin, Jiangsu, China"],"raw_orcid":"https://orcid.org/0009-0005-1787-0867","affiliations":[{"raw_affiliation_string":"China Satellite Maritime Measurement and Control Department, Jiangyin, Jiangsu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chengbin Zhou","orcid":"https://orcid.org/0009-0001-0522-9707","observed_orcids":["https://orcid.org/0009-0001-0522-9707"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chengbin Zhou","raw_affiliation_strings":["China Satellite Maritime Measurement and Control Department, Jiangyin, Jiangsu, China"],"raw_orcid":"https://orcid.org/0009-0001-0522-9707","affiliations":[{"raw_affiliation_string":"China Satellite Maritime Measurement and Control Department, Jiangyin, Jiangsu, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006363445","display_name":"Youxing Wu","orcid":"https://orcid.org/0009-0008-2444-7081","observed_orcids":["https://orcid.org/0009-0008-2444-7081"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Youxing Wu","raw_affiliation_strings":["China Satellite Maritime Measurement and Control Department, Jiangyin, Jiangsu, China"],"raw_orcid":"https://orcid.org/0009-0008-2444-7081","affiliations":[{"raw_affiliation_string":"China Satellite Maritime Measurement and Control Department, Jiangyin, Jiangsu, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019507161","display_name":"Sifang Liu","orcid":"https://orcid.org/0009-0007-7190-0566","observed_orcids":["https://orcid.org/0009-0007-7190-0566"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sifang Liu","raw_affiliation_strings":["China Satellite Maritime Measurement and Control Department, Jiangyin, Jiangsu, China"],"raw_orcid":"https://orcid.org/0009-0007-7190-0566","affiliations":[{"raw_affiliation_string":"China Satellite Maritime Measurement and Control Department, Jiangyin, Jiangsu, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"651","last_page":"656"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","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/T12131","display_name":"Wireless Signal Modulation Classification","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/T13816","display_name":"Advanced Signal Processing Techniques","score":9.999999747378752e-05,"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/T11309","display_name":"Music and Audio Processing","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/automatic-modulation-recognition","display_name":"automatic modulation classification","score":0.5009999871253967},{"id":"https://openalex.org/keywords/hilbert-transform","display_name":"Hilbert transform","score":0.8679999709129333},{"id":"https://openalex.org/keywords/neural-network-classifier","display_name":"neural network classifier","score":0.8529999852180481},{"id":"https://openalex.org/keywords/telemetry-signals","display_name":"telemetry signals","score":0.9539999961853027},{"id":"https://openalex.org/keywords/communication-signals","display_name":"communication signals","score":0.9179999828338623},{"id":"https://openalex.org/keywords/signal-detection","display_name":"signal detection","score":0.6940000057220459}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7811241149902344},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6449753642082214},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.589231014251709},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5452958941459656},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5235316753387451},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47060853242874146},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32068106532096863},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.08731964230537415},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.08091363310813904},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3718751.3718855","doi":"https://doi.org/10.1145/3718751.3718855","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3718751.3718855","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3718751.3718855","source":{"id":"https://openalex.org/S7407086939","display_name":"International Conference on Big Data, Artificial Intelligence and Risk Management (ICBAR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 4th International Conference on Big Data, Artificial Intelligence and Risk Management","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3718751.3718855","doi":"https://doi.org/10.1145/3718751.3718855","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3718751.3718855","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3718751.3718855","source":{"id":"https://openalex.org/S7407086939","display_name":"International Conference on Big Data, Artificial Intelligence and Risk Management (ICBAR)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 4th International Conference on Big Data, Artificial Intelligence and Risk Management","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409869007.pdf","grobid_xml":"https://content.openalex.org/works/W4409869007.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2009483114","https://openalex.org/W932441275","https://openalex.org/W7213701663","https://openalex.org/W2142619593","https://openalex.org/W4390540572","https://openalex.org/W1995300582","https://openalex.org/W2363962300","https://openalex.org/W2373876613","https://openalex.org/W2198322792","https://openalex.org/W3175824194"],"abstract_inverted_index":{"The":[0,55],"identification":[1,50],"of":[2,5,16,27,51,86],"modulation":[3,53],"regime":[4],"telemetry,":[6],"remote":[7],"sensing":[8],"and":[9,32,40],"communication":[10],"signals":[11,28,87],"is":[12,80],"an":[13],"important":[14],"part":[15],"signal":[17,52],"detection.":[18],"In":[19],"this":[20,38],"paper,":[21],"we":[22],"extract":[23],"the":[24,48,60,71,89],"instantaneous":[25],"features":[26],"through":[29],"Hilbert":[30],"transform,":[31],"construct":[33],"eight":[34],"feature":[35],"parameters":[36],"on":[37,75],"basis,":[39],"use":[41],"artificial":[42,61],"neural":[43,62],"network":[44,63],"classifier":[45,64],"to":[46],"realize":[47],"automatic":[49],"regime.":[54],"experimental":[56],"results":[57],"show":[58],"that":[59],"has":[65],"one":[66],"higher":[67],"recognition":[68],"accuracy":[69],"than":[70],"traditional":[72],"method":[73],"based":[74],"decision":[76],"classification":[77],"tree,":[78],"which":[79],"especially":[81],"suitable":[82],"for":[83],"offline":[84],"analysis":[85],"after":[88],"fact.":[90]},"counts_by_year":[],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2025-04-28T00:00:00"}