{"id":"https://openalex.org/W2963169819","doi":"https://doi.org/10.1109/isspit.2014.7300563","title":"Automatic modulation recognition of PSK signals with Sub-Nyquist sampling based on high order statistics","display_name":"Automatic modulation recognition of PSK signals with Sub-Nyquist sampling based on high order statistics","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2963169819","doi":"https://doi.org/10.1109/isspit.2014.7300563","mag":"2963169819"},"language":"en","primary_location":{"id":"doi:10.1109/isspit.2014.7300563","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspit.2014.7300563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)","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/A5058161612","display_name":"Zhengli Xing","orcid":"https://orcid.org/0000-0002-4481-0983"},"institutions":[{"id":"https://openalex.org/I2801345734","display_name":"China Academy of Engineering Physics","ror":"https://ror.org/039vqpp67","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2801345734"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhengli Xing","raw_affiliation_strings":["Institute of Electronic Engineering, China Academy of Engineering Physics, Mianyang, China"],"affiliations":[{"raw_affiliation_string":"Institute of Electronic Engineering, China Academy of Engineering Physics, Mianyang, China","institution_ids":["https://openalex.org/I2801345734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066557235","display_name":"Jie Zhou","orcid":"https://orcid.org/0000-0002-3836-4163"},"institutions":[{"id":"https://openalex.org/I2801345734","display_name":"China Academy of Engineering Physics","ror":"https://ror.org/039vqpp67","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2801345734"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zhou","raw_affiliation_strings":["Institute of Electronic Engineering, China Academy of Engineering Physics, Mianyang, China"],"affiliations":[{"raw_affiliation_string":"Institute of Electronic Engineering, China Academy of Engineering Physics, Mianyang, China","institution_ids":["https://openalex.org/I2801345734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102943241","display_name":"Jiangfeng Ye","orcid":"https://orcid.org/0000-0001-6963-2450"},"institutions":[{"id":"https://openalex.org/I2801345734","display_name":"China Academy of Engineering Physics","ror":"https://ror.org/039vqpp67","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2801345734"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiangfeng Ye","raw_affiliation_strings":["Institute of Electronic Engineering, China Academy of Engineering Physics, Mianyang, China"],"affiliations":[{"raw_affiliation_string":"Institute of Electronic Engineering, China Academy of Engineering Physics, Mianyang, China","institution_ids":["https://openalex.org/I2801345734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109363931","display_name":"Jun Yan","orcid":null},"institutions":[{"id":"https://openalex.org/I2801345734","display_name":"China Academy of Engineering Physics","ror":"https://ror.org/039vqpp67","country_code":"CN","type":"facility","lineage":["https://openalex.org/I2801345734"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Yan","raw_affiliation_strings":["Institute of Electronic Engineering, China Academy of Engineering Physics, Mianyang, China"],"affiliations":[{"raw_affiliation_string":"Institute of Electronic Engineering, China Academy of Engineering Physics, Mianyang, China","institution_ids":["https://openalex.org/I2801345734"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047302677","display_name":"Jifeng Zou","orcid":"https://orcid.org/0000-0002-0634-2496"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jifeng Zou","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100351831","display_name":"Lin Zou","orcid":"https://orcid.org/0000-0002-2584-2744"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Zou","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110213533","display_name":"Qun Wan","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qun Wan","raw_affiliation_strings":["University of Electronic Science and Technology of China, Chengdu, China"],"affiliations":[{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5058161612"],"corresponding_institution_ids":["https://openalex.org/I2801345734"],"apc_list":null,"apc_paid":null,"fwci":0.3154,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.65464313,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"000055","last_page":"000060"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9997000098228455,"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":0.9991000294685364,"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/nyquist\u2013shannon-sampling-theorem","display_name":"Nyquist\u2013Shannon sampling theorem","score":0.7346543669700623},{"id":"https://openalex.org/keywords/nyquist-rate","display_name":"Nyquist rate","score":0.7096418738365173},{"id":"https://openalex.org/keywords/phase-shift-keying","display_name":"Phase-shift keying","score":0.612204372882843},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.5932691693305969},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5592923760414124},{"id":"https://openalex.org/keywords/modulation","display_name":"Modulation (music)","score":0.4700050950050354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4502052366733551},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4461544156074524},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.4457378089427948},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.3680061399936676},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3446280360221863},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.322914719581604},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.31471678614616394},{"id":"https://openalex.org/keywords/bit-error-rate","display_name":"Bit error rate","score":0.27922868728637695},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.27672815322875977},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15189090371131897},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12958750128746033},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.07481184601783752},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.07287228107452393},{"id":"https://openalex.org/keywords/acoustics","display_name":"Acoustics","score":0.07071307301521301}],"concepts":[{"id":"https://openalex.org/C288623","wikidata":"https://www.wikidata.org/wiki/Q679800","display_name":"Nyquist\u2013Shannon sampling theorem","level":2,"score":0.7346543669700623},{"id":"https://openalex.org/C65914096","wikidata":"https://www.wikidata.org/wiki/Q6273772","display_name":"Nyquist rate","level":4,"score":0.7096418738365173},{"id":"https://openalex.org/C186378180","wikidata":"https://www.wikidata.org/wiki/Q4874866","display_name":"Phase-shift keying","level":4,"score":0.612204372882843},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.5932691693305969},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5592923760414124},{"id":"https://openalex.org/C123079801","wikidata":"https://www.wikidata.org/wiki/Q750240","display_name":"Modulation (music)","level":2,"score":0.4700050950050354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4502052366733551},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4461544156074524},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.4457378089427948},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.3680061399936676},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3446280360221863},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.322914719581604},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.31471678614616394},{"id":"https://openalex.org/C56296756","wikidata":"https://www.wikidata.org/wiki/Q840922","display_name":"Bit error rate","level":3,"score":0.27922868728637695},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.27672815322875977},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15189090371131897},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12958750128746033},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.07481184601783752},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.07287228107452393},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.07071307301521301},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isspit.2014.7300563","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspit.2014.7300563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2005956500","https://openalex.org/W2006658325","https://openalex.org/W2011047768","https://openalex.org/W2019001961","https://openalex.org/W2034470681","https://openalex.org/W2045036537","https://openalex.org/W2045052031","https://openalex.org/W2055064119","https://openalex.org/W2116548511","https://openalex.org/W2119667497","https://openalex.org/W2120961178","https://openalex.org/W2129638195","https://openalex.org/W2141295130","https://openalex.org/W2153635508","https://openalex.org/W2156909104","https://openalex.org/W2160172035","https://openalex.org/W2164452299","https://openalex.org/W2168078104","https://openalex.org/W2169780952","https://openalex.org/W2536277274","https://openalex.org/W3120421331","https://openalex.org/W6664383849"],"related_works":["https://openalex.org/W2497512603","https://openalex.org/W2071548530","https://openalex.org/W4387870235","https://openalex.org/W3001645640","https://openalex.org/W2543797074","https://openalex.org/W2568992563","https://openalex.org/W2354835911","https://openalex.org/W2006987799","https://openalex.org/W2081579692","https://openalex.org/W2468414543"],"abstract_inverted_index":{"Sampling":[0],"rate":[1,54],"required":[2],"in":[3],"the":[4,26,35,46,60,72],"N":[5,73],"<sup":[6,74],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[7,75],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">th</sup>":[8,76],"Power":[9],"Nonlinear":[10],"Transformation":[11],"(NPT)":[12],"method":[13,48,62],"is":[14,83],"typically":[15],"much":[16],"greater":[17],"than":[18],"Nyquist":[19],"rate,":[20],"which":[21,85],"causes":[22],"heavy":[23],"burden":[24],"for":[25,49,90],"Analog":[27],"to":[28],"Digital":[29],"Converter":[30],"(ADC).":[31],"Taking":[32],"advantage":[33],"of":[34,38,71,80,95],"sparse":[36],"property":[37],"PSK":[39,50,81],"signals'":[40],"spectrum":[41,69],"under":[42],"NPT,":[43],"we":[44],"develop":[45],"NPT":[47,61],"signals":[51,82],"with":[52,63],"Sub-Nyquist":[53],"samples.":[55],"In":[56],"this":[57],"paper,":[58],"combined":[59],"Compressive":[64],"Sensing":[65],"(CS)":[66],"theory,":[67],"frequency":[68,98],"reconstruction":[70],"power":[77],"nonlinear":[78],"transformation":[79],"presented,":[84],"can":[86],"be":[87],"further":[88],"used":[89],"AMR":[91],"and":[92,99],"rough":[93],"estimations":[94],"unknown":[96],"carrier":[97],"symbol":[100],"rate.":[101]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
