{"id":"https://openalex.org/W3015907551","doi":"https://doi.org/10.1109/icassp40776.2020.9054161","title":"Deep-Neural-Network Based Fall-Back Mechanism in Interference-Aware Receiver Design","display_name":"Deep-Neural-Network Based Fall-Back Mechanism in Interference-Aware Receiver Design","publication_year":2020,"publication_date":"2020-04-09","ids":{"openalex":"https://openalex.org/W3015907551","doi":"https://doi.org/10.1109/icassp40776.2020.9054161","mag":"3015907551"},"language":"en","primary_location":{"id":"doi:10.1109/icassp40776.2020.9054161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5025615428","display_name":"Sha Hu","orcid":"https://orcid.org/0000-0001-8495-3906"},"institutions":[{"id":"https://openalex.org/I4210159102","display_name":"Huawei Technologies (Sweden)","ror":"https://ror.org/0500fyd17","country_code":"SE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210159102"]}],"countries":["SE"],"is_corresponding":true,"raw_author_name":"Sha Hu","raw_affiliation_strings":["Huawei Lund Research Center, Lund, Sweden"],"affiliations":[{"raw_affiliation_string":"Huawei Lund Research Center, Lund, Sweden","institution_ids":["https://openalex.org/I4210159102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023449883","display_name":"Wenquan Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159102","display_name":"Huawei Technologies (Sweden)","ror":"https://ror.org/0500fyd17","country_code":"SE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210159102"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Wenquan Hu","raw_affiliation_strings":["Huawei Lund Research Center, Lund, Sweden"],"affiliations":[{"raw_affiliation_string":"Huawei Lund Research Center, Lund, Sweden","institution_ids":["https://openalex.org/I4210159102"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033255554","display_name":"D\u017eevdan Kapetanovi\u0107","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159102","display_name":"Huawei Technologies (Sweden)","ror":"https://ror.org/0500fyd17","country_code":"SE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210159102"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Dzevdan Kapetanovic","raw_affiliation_strings":["Huawei Lund Research Center, Lund, Sweden"],"affiliations":[{"raw_affiliation_string":"Huawei Lund Research Center, Lund, Sweden","institution_ids":["https://openalex.org/I4210159102"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101563004","display_name":"Neng Wang","orcid":"https://orcid.org/0009-0005-3620-347X"},"institutions":[{"id":"https://openalex.org/I4210159102","display_name":"Huawei Technologies (Sweden)","ror":"https://ror.org/0500fyd17","country_code":"SE","type":"company","lineage":["https://openalex.org/I2250955327","https://openalex.org/I4210159102"]}],"countries":["SE"],"is_corresponding":false,"raw_author_name":"Neng Wang","raw_affiliation_strings":["Huawei Lund Research Center, Lund, Sweden"],"affiliations":[{"raw_affiliation_string":"Huawei Lund Research Center, Lund, Sweden","institution_ids":["https://openalex.org/I4210159102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5025615428"],"corresponding_institution_ids":["https://openalex.org/I4210159102"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0351755,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1588","last_page":"1892"},"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.8457518815994263},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.799809455871582},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.7171238660812378},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.6296135783195496},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.577223539352417},{"id":"https://openalex.org/keywords/single-antenna-interference-cancellation","display_name":"Single antenna interference cancellation","score":0.4946448504924774},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38471508026123047},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.30514097213745117},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.12297472357749939},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.05476054549217224}],"concepts":[{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.8457518815994263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.799809455871582},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.7171238660812378},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.6296135783195496},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.577223539352417},{"id":"https://openalex.org/C83204339","wikidata":"https://www.wikidata.org/wiki/Q7523915","display_name":"Single antenna interference cancellation","level":3,"score":0.4946448504924774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38471508026123047},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.30514097213745117},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.12297472357749939},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.05476054549217224},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp40776.2020.9054161","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054161","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/14","score":0.6000000238418579,"display_name":"Life below water"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W1531407899","https://openalex.org/W1584226401","https://openalex.org/W1972151450","https://openalex.org/W2138401324","https://openalex.org/W2560036562","https://openalex.org/W2886374543","https://openalex.org/W2963809753"],"related_works":["https://openalex.org/W4210866488","https://openalex.org/W1529526802","https://openalex.org/W2803355823","https://openalex.org/W2126552324","https://openalex.org/W1938101553","https://openalex.org/W2105276653","https://openalex.org/W1764296696","https://openalex.org/W1723464215","https://openalex.org/W2963918445","https://openalex.org/W2098021949"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3,98,110],"consider":[4],"designing":[5,76],"a":[6,36,43,67,77,100,121],"fall-back":[7],"mechanism":[8,78,106],"in":[9],"an":[10,47,104],"interference-aware":[11],"receiver.":[12],"Typically,":[13],"there":[14],"are":[15],"two":[16],"types":[17],"of":[18,54,94],"detectors":[19],"dealing":[20],"with":[21,66],"interference,":[22],"known":[23],"as":[24],"enhanced":[25],"interference":[26,32,55,69,84],"rejection":[27],"combining":[28],"(eIRC)":[29],"and":[30,71,88,109],"symbol-level":[31],"cancellation":[33],"(SLIC).":[34],"Although":[35],"SLIC":[37,63,81],"detector":[38],"performs":[39],"better,":[40],"it":[41,51],"yields":[42],"higher":[44],"complexity":[45],"than":[46,120],"eIRC":[48,92],"detector.":[49],"Further,":[50],"requires":[52],"knowledge":[53],"modulation-format":[56],"(MF).":[57],"Due":[58],"to":[59,91],"potential":[60],"detection":[61],"errors,":[62],"can":[64],"run":[65],"wrong":[68],"MF":[70,85],"render":[72],"unsatisfying":[73],"results.":[74],"Therefore,":[75],"that":[79],"runs":[80],"when":[82],"the":[83],"is":[86,93,107,117],"reliable":[87],"otherwise":[89],"switches":[90],"particular":[95],"interest,":[96],"which":[97,116],"call":[99],"\"fall-back":[101],"mechanism\".":[102],"Finding":[103],"optimal":[105],"difficult":[108],"use":[111],"deep-neural-network":[112],"(DNN)":[113],"for":[114],"design,":[115],"more":[118],"effective":[119],"traditional":[122],"Bayes-risk":[123],"mini-mization":[124],"based":[125],"approach.":[126]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
