{"id":"https://openalex.org/W2809713012","doi":"https://doi.org/10.1109/isspit.2017.8388320","title":"Jamming signals classification using convolutional neural network","display_name":"Jamming signals classification using convolutional neural network","publication_year":2017,"publication_date":"2017-12-01","ids":{"openalex":"https://openalex.org/W2809713012","doi":"https://doi.org/10.1109/isspit.2017.8388320","mag":"2809713012"},"language":"en","primary_location":{"id":"doi:10.1109/isspit.2017.8388320","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspit.2017.8388320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 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/A5058198609","display_name":"Zhilu Wu","orcid":"https://orcid.org/0000-0002-3402-9093"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhilu Wu","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081653312","display_name":"Yanlong Zhao","orcid":"https://orcid.org/0000-0001-8913-6032"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanlong Zhao","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060891177","display_name":"Zhendong Yin","orcid":"https://orcid.org/0000-0002-7567-9084"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhendong Yin","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036933266","display_name":"Haochen Luo","orcid":"https://orcid.org/0000-0002-8846-527X"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haochen Luo","raw_affiliation_strings":["School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":54.2269,"has_fulltext":false,"cited_by_count":52,"citation_normalized_percentile":{"value":0.99617702,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"062","last_page":"067"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10891","display_name":"Radar Systems and Signal Processing","score":0.998199999332428,"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"}},"topics":[{"id":"https://openalex.org/T10891","display_name":"Radar Systems and Signal Processing","score":0.998199999332428,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.998199999332428,"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":0.994700014591217,"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/jamming","display_name":"Jamming","score":0.9412537813186646},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6882578730583191},{"id":"https://openalex.org/keywords/near-far-problem","display_name":"Near-far problem","score":0.6449533104896545},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5320848822593689},{"id":"https://openalex.org/keywords/narrowband","display_name":"Narrowband","score":0.5014793872833252},{"id":"https://openalex.org/keywords/radar-jamming-and-deception","display_name":"Radar jamming and deception","score":0.4585241675376892},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4470753073692322},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.43782326579093933},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.41201692819595337},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.38406309485435486},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1901262402534485},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.15623286366462708},{"id":"https://openalex.org/keywords/radar","display_name":"Radar","score":0.14871686697006226},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.08619421720504761},{"id":"https://openalex.org/keywords/pulse-doppler-radar","display_name":"Pulse-Doppler radar","score":0.06116896867752075}],"concepts":[{"id":"https://openalex.org/C2779079576","wikidata":"https://www.wikidata.org/wiki/Q17092823","display_name":"Jamming","level":2,"score":0.9412537813186646},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6882578730583191},{"id":"https://openalex.org/C89719804","wikidata":"https://www.wikidata.org/wiki/Q6984333","display_name":"Near-far problem","level":3,"score":0.6449533104896545},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5320848822593689},{"id":"https://openalex.org/C2776096036","wikidata":"https://www.wikidata.org/wiki/Q1140483","display_name":"Narrowband","level":2,"score":0.5014793872833252},{"id":"https://openalex.org/C176381164","wikidata":"https://www.wikidata.org/wiki/Q1486507","display_name":"Radar jamming and deception","level":5,"score":0.4585241675376892},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4470753073692322},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.43782326579093933},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.41201692819595337},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.38406309485435486},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1901262402534485},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.15623286366462708},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.14871686697006226},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.08619421720504761},{"id":"https://openalex.org/C139931591","wikidata":"https://www.wikidata.org/wiki/Q1029151","display_name":"Pulse-Doppler radar","level":4,"score":0.06116896867752075},{"id":"https://openalex.org/C10929652","wikidata":"https://www.wikidata.org/wiki/Q7279985","display_name":"Radar imaging","level":3,"score":0.0},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isspit.2017.8388320","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isspit.2017.8388320","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W333751215","https://openalex.org/W1547769384","https://openalex.org/W1981173169","https://openalex.org/W1996872397","https://openalex.org/W2005646389","https://openalex.org/W2086940509","https://openalex.org/W2090589668","https://openalex.org/W2110824690","https://openalex.org/W2117962456","https://openalex.org/W2129655587","https://openalex.org/W2152486101","https://openalex.org/W2310020770","https://openalex.org/W6676620164"],"related_works":["https://openalex.org/W2349307905","https://openalex.org/W2348879644","https://openalex.org/W2111063394","https://openalex.org/W2978604663","https://openalex.org/W2380618312","https://openalex.org/W2535197463","https://openalex.org/W2969564014","https://openalex.org/W2352057945","https://openalex.org/W2375659985","https://openalex.org/W3094399866"],"abstract_inverted_index":{"In":[0],"the":[1,56,61,103,109,156],"complex":[2],"electromagnetic":[3],"environment,":[4],"satellite":[5],"communication":[6,21,62],"links":[7],"will":[8],"suffer":[9],"kinds":[10],"of":[11,25,83,105,111,140,159],"interference":[12,59],"and":[13,20,44,47,54,58,98,121,148],"jamming,":[14,17,19,41,91,93,95],"including":[15,89],"deception":[16],"suppression":[18],"network":[22,77],"interference.":[23],"Each":[24],"these":[26],"can":[27],"be":[28],"subdivided":[29],"into":[30],"a":[31,74,133,137],"more":[32,124],"accurate":[33],"signal.":[34],"For":[35],"example,":[36],"suppressed":[37],"jamming":[38,43,46,57,69,84,97,141,146,150],"includes":[39],"audio":[40,90],"narrowband":[42,92],"sweep":[45,96],"so":[48],"on.":[49],"It's":[50],"necessary":[51],"to":[52,116,123],"detect":[53],"classify":[55],"in":[60],"link.":[63],"This":[64],"paper":[65],"proposes":[66],"an":[67],"automatic":[68],"signal":[70],"classification":[71,147,151,157],"method":[72],"using":[73],"convolutional":[75],"neural":[76],"(CNN).":[78],"We":[79],"use":[80],"five":[81],"types":[82],"mode":[85],"as":[86],"input":[87],"signals":[88],"pulse":[94],"spread":[99],"spectrum":[100],"jamming.":[101],"Considering":[102],"characteristic":[104],"CNN,":[106],"after":[107],"verifying":[108],"feasibility":[110],"our":[112],"method,":[113],"it's":[114],"easy":[115],"extend":[117],"CNN":[118,131,160],"training":[119],"set":[120],"apply":[122],"signals.":[125],"The":[126],"feature":[127],"automatically":[128],"extracted":[129],"by":[130],"has":[132],"strong":[134],"robustness":[135],"against":[136],"large":[138],"range":[139],"noise":[142],"rate":[143],"(JNR).":[144],"Single":[145],"coexist":[149],"simulation":[152],"results":[153],"show":[154],"that":[155],"accuracy":[158],"is":[161],"remarkable.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":10}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}