{"id":"https://openalex.org/W4404703838","doi":"https://doi.org/10.1007/s11063-024-11702-0","title":"Multi-Channel Lightweight Contrast Prediction Coding for Features Extraction of Radar Emitter Signals","display_name":"Multi-Channel Lightweight Contrast Prediction Coding for Features Extraction of Radar Emitter Signals","publication_year":2024,"publication_date":"2024-11-25","ids":{"openalex":"https://openalex.org/W4404703838","doi":"https://doi.org/10.1007/s11063-024-11702-0"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-024-11702-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11702-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11702-0.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11702-0.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100734944","display_name":"Junning Zhang","orcid":"https://orcid.org/0000-0001-7373-6906"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junning Zhang","raw_affiliation_strings":["College of Electronic Engineering, National University of Defense Technology, Hefei, 230037, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Engineering, National University of Defense Technology, Hefei, 230037, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052887433","display_name":"Zhanyang Wei","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhanyang Wei","raw_affiliation_strings":["College of Electronic Engineering, National University of Defense Technology, Hefei, 230037, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic Engineering, National University of Defense Technology, Hefei, 230037, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076455133","display_name":"Guoru Ding","orcid":"https://orcid.org/0000-0003-1780-2547"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoru Ding","raw_affiliation_strings":["College of Communications Engineering, Army Engineering University, Nanjing, 210000, China"],"affiliations":[{"raw_affiliation_string":"College of Communications Engineering, Army Engineering University, Nanjing, 210000, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077561795","display_name":"Junli Liang","orcid":"https://orcid.org/0009-0001-6112-7908"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junli Liang","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi\u2019an, 710072, China","School of Electronics and Information, Northwestern Polytechnical University, Xi'an, 710072, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi\u2019an, 710072, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi'an, 710072, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027870660","display_name":"Zefeng Zhang","orcid":"https://orcid.org/0000-0002-1056-0824"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zefeng Zhang","raw_affiliation_strings":["32180 Troops, Beijing, 710032, China"],"affiliations":[{"raw_affiliation_string":"32180 Troops, Beijing, 710032, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100734944"],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19243807,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"56","issue":"6","first_page":null,"last_page":null},"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/T12357","display_name":"Digital Media Forensic Detection","score":0.996999979019165,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9965999722480774,"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/common-emitter","display_name":"Common emitter","score":0.727778434753418},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.5798121690750122},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.5612765550613403},{"id":"https://openalex.org/keywords/contrast","display_name":"Contrast (vision)","score":0.5582926273345947},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5365325212478638},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5271874666213989},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4366382360458374},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3821013569831848},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3695008158683777},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3503601849079132},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.33791837096214294},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.26531982421875},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19523438811302185},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14492827653884888},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07146191596984863}],"concepts":[{"id":"https://openalex.org/C46918542","wikidata":"https://www.wikidata.org/wiki/Q1648344","display_name":"Common emitter","level":2,"score":0.727778434753418},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.5798121690750122},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.5612765550613403},{"id":"https://openalex.org/C2776502983","wikidata":"https://www.wikidata.org/wiki/Q690182","display_name":"Contrast (vision)","level":2,"score":0.5582926273345947},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5365325212478638},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5271874666213989},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4366382360458374},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3821013569831848},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3695008158683777},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3503601849079132},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.33791837096214294},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.26531982421875},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19523438811302185},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14492827653884888},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07146191596984863}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11063-024-11702-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11702-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11702-0.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s11063-024-11702-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11063-024-11702-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11063-024-11702-0.pdf","source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Processing Letters","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.5600000023841858,"display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G7786175543","display_name":null,"funder_award_id":"62201602","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404703838.pdf"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1981276685","https://openalex.org/W2157331557","https://openalex.org/W2973157397","https://openalex.org/W3015356123","https://openalex.org/W3026999846","https://openalex.org/W3135870496","https://openalex.org/W3170485195","https://openalex.org/W3197974236","https://openalex.org/W4206696842","https://openalex.org/W4226219101","https://openalex.org/W4388262903","https://openalex.org/W4390873376"],"related_works":["https://openalex.org/W963760361","https://openalex.org/W2790856699","https://openalex.org/W1545597883","https://openalex.org/W2606779610","https://openalex.org/W2168136726","https://openalex.org/W2161807425","https://openalex.org/W2363778638","https://openalex.org/W71732713","https://openalex.org/W2302528478","https://openalex.org/W2369082374"],"abstract_inverted_index":{"This":[0],"letter":[1],"presents":[2],"a":[3,35,48],"novel":[4],"multi-channel":[5,49,67],"improved":[6],"contrastive":[7],"predictive":[8],"coding":[9],"(CPC)":[10],"method":[11],"to":[12,17,38,53,91],"extract":[13,18,56],"signals":[14,23,31,59],"features.":[15],"Specifically,":[16],"low":[19],"pulse":[20],"width":[21],"radar":[22],"features":[24,42,51,60],"and":[25,55,66,87,99],"meet":[26],"the":[27,40,62,73,92],"real-time":[28],"requirements":[29],"of":[30,64,75],"identification,":[32],"we":[33,46],"design":[34],"lightweight":[36],"encoder":[37],"realize":[39],"CPC":[41,50],"encoding":[43],"function.":[44],"Then,":[45],"construct":[47],"decoder":[52],"mine":[54],"subtle":[57],"individual":[58],"from":[61],"perspective":[63],"multi-domain":[65],"information":[68],"input.":[69],"Simulation":[70],"results":[71,83],"verify":[72],"effectiveness":[74],"our":[76,97],"proposed":[77],"method,":[78],"which":[79],"can":[80],"achieve":[81],"state-of-the-art":[82],"in":[84],"both":[85],"accuracy":[86],"running":[88],"time":[89],"compared":[90],"existing":[93],"optimal":[94],"methods.":[95],"All":[96],"models":[98],"code":[100],"are":[101],"available":[102],"at":[103],"https://github.com/jn-z/MC-CPC.":[104]},"counts_by_year":[],"updated_date":"2026-03-11T06:11:40.159057","created_date":"2025-10-10T00:00:00"}
