{"id":"https://openalex.org/W2855991289","doi":"https://doi.org/10.1109/infcomw.2018.8406969","title":"Improving signal modulation recognition using principal component analysis and compressive sensing","display_name":"Improving signal modulation recognition using principal component analysis and compressive sensing","publication_year":2018,"publication_date":"2018-04-01","ids":{"openalex":"https://openalex.org/W2855991289","doi":"https://doi.org/10.1109/infcomw.2018.8406969","mag":"2855991289"},"language":"en","primary_location":{"id":"doi:10.1109/infcomw.2018.8406969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcomw.2018.8406969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5031774464","display_name":"Yuyao Li","orcid":"https://orcid.org/0000-0002-4057-6704"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyao Li","raw_affiliation_strings":["College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101533509","display_name":"Zheng Dou","orcid":"https://orcid.org/0000-0001-5992-3182"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Dou","raw_affiliation_strings":["College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084858860","display_name":"Xiaolei Zhu","orcid":"https://orcid.org/0000-0002-1967-2806"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolei Zhu","raw_affiliation_strings":["College of Information and Communication Engineering, Harbin Engineering University, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information and Communication Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074017221","display_name":"Chengzhuo Shi","orcid":"https://orcid.org/0000-0002-9143-4976"},"institutions":[{"id":"https://openalex.org/I19648265","display_name":"Wright State University","ror":"https://ror.org/04qk6pt94","country_code":"US","type":"education","lineage":["https://openalex.org/I19648265"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chengzhuo Shi","raw_affiliation_strings":["Electrical Engineering, Wright State, OH, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical Engineering, Wright State, OH, USA","institution_ids":["https://openalex.org/I19648265"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.06853989,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"27","issue":null,"first_page":"837","last_page":"841"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9998000264167786,"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":0.9998000264167786,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9825999736785889,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.944100022315979,"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/principal-component-analysis","display_name":"Principal component analysis","score":0.8901299238204956},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.7905356884002686},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.7307384014129639},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6399140954017639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6065653562545776},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5357910990715027},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5048545002937317},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5038072466850281},{"id":"https://openalex.org/keywords/signal-to-noise-ratio","display_name":"Signal-to-noise ratio (imaging)","score":0.46237823367118835},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.46139928698539734},{"id":"https://openalex.org/keywords/independent-component-analysis","display_name":"Independent component analysis","score":0.4139552712440491},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.41271740198135376},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.17446866631507874}],"concepts":[{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.8901299238204956},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7905356884002686},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.7307384014129639},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6399140954017639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6065653562545776},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5357910990715027},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5048545002937317},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5038072466850281},{"id":"https://openalex.org/C13944312","wikidata":"https://www.wikidata.org/wiki/Q7512748","display_name":"Signal-to-noise ratio (imaging)","level":2,"score":0.46237823367118835},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.46139928698539734},{"id":"https://openalex.org/C51432778","wikidata":"https://www.wikidata.org/wiki/Q1259145","display_name":"Independent component analysis","level":2,"score":0.4139552712440491},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.41271740198135376},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.17446866631507874},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0},{"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/infcomw.2018.8406969","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infcomw.2018.8406969","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE INFOCOM 2018 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","score":0.550000011920929,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321939","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W214066554","https://openalex.org/W282757658","https://openalex.org/W1587559447","https://openalex.org/W2041228161","https://openalex.org/W2089468765","https://openalex.org/W2127925790","https://openalex.org/W2130014182","https://openalex.org/W2145962650","https://openalex.org/W2295549646","https://openalex.org/W2320758556","https://openalex.org/W2333120204","https://openalex.org/W2335662474","https://openalex.org/W2343420905","https://openalex.org/W2473771586","https://openalex.org/W2522297021","https://openalex.org/W2599270239","https://openalex.org/W2604870469","https://openalex.org/W2744341185","https://openalex.org/W2911964244","https://openalex.org/W4233743655","https://openalex.org/W4256139400","https://openalex.org/W4313169793","https://openalex.org/W6700404445","https://openalex.org/W6735527300"],"related_works":["https://openalex.org/W4252230435","https://openalex.org/W2121429698","https://openalex.org/W2182042810","https://openalex.org/W55679925","https://openalex.org/W3080404860","https://openalex.org/W2046761971","https://openalex.org/W3144722888","https://openalex.org/W2089650474","https://openalex.org/W2364896863","https://openalex.org/W4385545089"],"abstract_inverted_index":{"In":[0],"order":[1],"to":[2,16],"solve":[3],"the":[4,38,51,65],"problem":[5],"of":[6,10,68],"low":[7,14],"recognition":[8,66],"rate":[9,67],"communication":[11,70],"signals":[12,71],"under":[13],"signal":[15],"noise":[17,56],"ratio(SNR),":[18],"a":[19,63],"new":[20],"dimensionality":[21,40],"reduction":[22,41,57],"method":[23,53],"is":[24,27],"proposed,":[25],"which":[26],"based":[28],"on":[29],"compressive":[30,49],"sensing":[31],"and":[32,48],"principal":[33,45],"component":[34,46],"analysis.":[35],"Compared":[36],"with":[37],"traditional":[39],"methods,":[42],"such":[43],"as":[44,62],"analysis":[47],"sensing,":[50],"proposed":[52],"has":[54],"greater":[55],"function.":[58],"Using":[59],"random":[60],"forest":[61],"classifier,":[64],"several":[69],"reached":[72],"90%":[73],"at":[74],"SNR>-10dB.":[75]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}