{"id":"https://openalex.org/W3114322009","doi":"https://doi.org/10.23919/eusipco47968.2020.9287476","title":"A Deep Learning Decoder for Long-Range Communication Systems","display_name":"A Deep Learning Decoder for Long-Range Communication Systems","publication_year":2020,"publication_date":"2020-12-18","ids":{"openalex":"https://openalex.org/W3114322009","doi":"https://doi.org/10.23919/eusipco47968.2020.9287476","mag":"3114322009"},"language":"en","primary_location":{"id":"doi:10.23919/eusipco47968.2020.9287476","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco47968.2020.9287476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 28th European Signal Processing Conference (EUSIPCO)","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/A5089481900","display_name":"Dami\u00e1n Pascual","orcid":"https://orcid.org/0000-0002-7018-5368"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Damian Pascual","raw_affiliation_strings":["ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073582155","display_name":"Simon Tanner","orcid":"https://orcid.org/0000-0001-6740-7962"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Simon Tanner","raw_affiliation_strings":["ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091340169","display_name":"Mickey Vanska","orcid":null},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Mickey Vanska","raw_affiliation_strings":["ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078339613","display_name":"Roger Wattenhofer","orcid":"https://orcid.org/0000-0002-6339-3134"},"institutions":[{"id":"https://openalex.org/I35440088","display_name":"ETH Zurich","ror":"https://ror.org/05a28rw58","country_code":"CH","type":"education","lineage":["https://openalex.org/I2799323385","https://openalex.org/I35440088"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Roger Wattenhofer","raw_affiliation_strings":["ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I35440088"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1668","last_page":"1672"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T11321","display_name":"Error Correcting Code Techniques","score":0.9977999925613403,"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/T10964","display_name":"Wireless Communication Security Techniques","score":0.9941999912261963,"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/decodes","display_name":"Decodes","score":0.9223229885101318},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8053188323974609},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.6990070343017578},{"id":"https://openalex.org/keywords/communications-system","display_name":"Communications system","score":0.5909071564674377},{"id":"https://openalex.org/keywords/multipath-interference","display_name":"Multipath interference","score":0.48318853974342346},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4644124209880829},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45601561665534973},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.4522245526313782},{"id":"https://openalex.org/keywords/multipath-propagation","display_name":"Multipath propagation","score":0.3993222415447235},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3727223575115204},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2816808819770813},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.2496531903743744},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.11022165417671204}],"concepts":[{"id":"https://openalex.org/C2778858076","wikidata":"https://www.wikidata.org/wiki/Q5249539","display_name":"Decodes","level":3,"score":0.9223229885101318},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8053188323974609},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.6990070343017578},{"id":"https://openalex.org/C101765175","wikidata":"https://www.wikidata.org/wiki/Q577764","display_name":"Communications system","level":2,"score":0.5909071564674377},{"id":"https://openalex.org/C174749922","wikidata":"https://www.wikidata.org/wiki/Q11827794","display_name":"Multipath interference","level":4,"score":0.48318853974342346},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4644124209880829},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45601561665534973},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.4522245526313782},{"id":"https://openalex.org/C161218011","wikidata":"https://www.wikidata.org/wiki/Q11827794","display_name":"Multipath propagation","level":3,"score":0.3993222415447235},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3727223575115204},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2816808819770813},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2496531903743744},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.11022165417671204},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/eusipco47968.2020.9287476","is_oa":false,"landing_page_url":"https://doi.org/10.23919/eusipco47968.2020.9287476","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 28th European Signal Processing Conference (EUSIPCO)","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":27,"referenced_works":["https://openalex.org/W1639239028","https://openalex.org/W1659454229","https://openalex.org/W1871925091","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2584943905","https://openalex.org/W2666368276","https://openalex.org/W2736068844","https://openalex.org/W2738594702","https://openalex.org/W2781729860","https://openalex.org/W2896457183","https://openalex.org/W2919115771","https://openalex.org/W2962760235","https://openalex.org/W2963190722","https://openalex.org/W2963341071","https://openalex.org/W2963341956","https://openalex.org/W2963832956","https://openalex.org/W2963889719","https://openalex.org/W4294643831","https://openalex.org/W4297824792","https://openalex.org/W6636929429","https://openalex.org/W6637229015","https://openalex.org/W6639337659","https://openalex.org/W6684191040","https://openalex.org/W6745560452","https://openalex.org/W6755207826","https://openalex.org/W6999787859"],"related_works":["https://openalex.org/W2544616823","https://openalex.org/W1982067419","https://openalex.org/W1967913462","https://openalex.org/W2355552759","https://openalex.org/W1993624831","https://openalex.org/W4310580411","https://openalex.org/W2611706228","https://openalex.org/W3006354682","https://openalex.org/W2996640127","https://openalex.org/W1769898127"],"abstract_inverted_index":{"Long-range":[0],"communication":[1,61,115],"systems":[2],"require":[3],"receivers":[4],"that":[5,93],"can":[6,95,110],"detect":[7],"and":[8,39,42,62,78,91,109],"decode":[9,96],"messages":[10,99],"in":[11],"spite":[12],"of":[13,59,88],"strong":[14,37],"distorting":[15],"effects.":[16],"However,":[17],"classical":[18,102],"decoders":[19],"often":[20],"fail":[21],"at":[22],"coping":[23],"with":[24],"complex":[25],"effects":[26],"such":[27],"as":[28],"interference":[29],"or":[30],"multipath":[31],"propagation.":[32],"Deep":[33],"learning":[34],"has":[35],"shown":[36],"generalization":[38],"adaptation":[40],"capabilities":[41],"is":[43,107],"a":[44,64,101],"promising":[45],"approach":[46,106],"for":[47],"improving":[48],"decoding":[49],"systems.":[50],"In":[51],"this":[52],"work,":[53],"we":[54],"study":[55],"the":[56,74,86],"specific":[57],"case":[58],"aircraft":[60],"build":[63],"purely":[65],"deep":[66],"learning-based":[67],"receiver.":[68],"It":[69],"detects":[70],"incoming":[71],"messages,":[72],"finds":[73],"exact":[75],"starting":[76],"point":[77],"then":[79],"decodes":[80],"their":[81],"message":[82],"bits.":[83],"We":[84],"demonstrate":[85],"performance":[87],"our":[89],"system":[90],"show":[92],"it":[94],"45%":[97],"more":[98],"than":[100],"baseline":[103],"decoder.":[104],"Our":[105],"general":[108],"be":[111],"adapted":[112],"to":[113],"many":[114],"protocols.":[116]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}