{"id":"https://openalex.org/W4323521002","doi":"https://doi.org/10.1109/ieeeconf56349.2022.10051944","title":"DUIDD: Deep-Unfolded Interleaved Detection and Decoding for MIMO Wireless Systems","display_name":"DUIDD: Deep-Unfolded Interleaved Detection and Decoding for MIMO Wireless Systems","publication_year":2022,"publication_date":"2022-10-31","ids":{"openalex":"https://openalex.org/W4323521002","doi":"https://doi.org/10.1109/ieeeconf56349.2022.10051944"},"language":"en","primary_location":{"id":"doi:10.1109/ieeeconf56349.2022.10051944","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf56349.2022.10051944","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 56th Asilomar Conference on Signals, Systems, and Computers","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/A5019683225","display_name":"Reinhard Wiesmayr","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":"Reinhard Wiesmayr","raw_affiliation_strings":["ETH Zurich,Switzerland","ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETH Zurich,Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111428132","display_name":"Chris Dick","orcid":"https://orcid.org/0009-0002-1894-4694"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chris Dick","raw_affiliation_strings":["NVIDIA Corporation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA Corporation","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074728359","display_name":"Jakob Hoydis","orcid":"https://orcid.org/0000-0002-0438-967X"},"institutions":[{"id":"https://openalex.org/I4210127875","display_name":"Nvidia (United States)","ror":"https://ror.org/03jdj4y14","country_code":"US","type":"company","lineage":["https://openalex.org/I4210127875"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jakob Hoydis","raw_affiliation_strings":["NVIDIA Corporation"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"NVIDIA Corporation","institution_ids":["https://openalex.org/I4210127875"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083617223","display_name":"Christoph Studer","orcid":"https://orcid.org/0000-0001-8950-6267"},"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":"Christoph Studer","raw_affiliation_strings":["ETH Zurich,Switzerland","ETH Zurich, Switzerland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ETH Zurich,Switzerland","institution_ids":["https://openalex.org/I35440088"]},{"raw_affiliation_string":"ETH Zurich, Switzerland","institution_ids":["https://openalex.org/I35440088"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.1951,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.98051163,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"181","last_page":"188"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9997000098228455,"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"}},"topics":[{"id":"https://openalex.org/T10125","display_name":"Advanced Wireless Communication Techniques","score":0.9997000098228455,"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"}},{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T10964","display_name":"Wireless Communication Security Techniques","score":0.9994000196456909,"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/decoding-methods","display_name":"Decoding methods","score":0.8343586921691895},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8118418455123901},{"id":"https://openalex.org/keywords/mimo","display_name":"MIMO","score":0.6123855113983154},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5891813635826111},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5751478672027588},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5519728064537048},{"id":"https://openalex.org/keywords/low-density-parity-check-code","display_name":"Low-density parity-check code","score":0.5422279834747314},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4948868155479431},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.4772060811519623},{"id":"https://openalex.org/keywords/computer-engineering","display_name":"Computer engineering","score":0.3689146637916565},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.16050246357917786}],"concepts":[{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.8343586921691895},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8118418455123901},{"id":"https://openalex.org/C207987634","wikidata":"https://www.wikidata.org/wiki/Q176862","display_name":"MIMO","level":3,"score":0.6123855113983154},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5891813635826111},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5751478672027588},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5519728064537048},{"id":"https://openalex.org/C67692717","wikidata":"https://www.wikidata.org/wiki/Q187444","display_name":"Low-density parity-check code","level":3,"score":0.5422279834747314},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4948868155479431},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.4772060811519623},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3689146637916565},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.16050246357917786}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ieeeconf56349.2022.10051944","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ieeeconf56349.2022.10051944","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 56th Asilomar Conference on Signals, Systems, and Computers","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5099999904632568}],"awards":[{"id":"https://openalex.org/G3315936621","display_name":null,"funder_award_id":"CNS-1717559,ECCS-1824379","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320332180","display_name":"Defense Advanced Research Projects Agency","ror":"https://ror.org/02caytj08"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1572774843","https://openalex.org/W1637457762","https://openalex.org/W1945442929","https://openalex.org/W1970330710","https://openalex.org/W2023535408","https://openalex.org/W2065489737","https://openalex.org/W2101617851","https://openalex.org/W2112772743","https://openalex.org/W2135764410","https://openalex.org/W2139317044","https://openalex.org/W2139501252","https://openalex.org/W2140908595","https://openalex.org/W2154310679","https://openalex.org/W2158163116","https://openalex.org/W2171211980","https://openalex.org/W2666368276","https://openalex.org/W2736068844","https://openalex.org/W2757723874","https://openalex.org/W2804075771","https://openalex.org/W2909312480","https://openalex.org/W2968026845","https://openalex.org/W3011730771","https://openalex.org/W3031023929","https://openalex.org/W3036589489","https://openalex.org/W3166861417","https://openalex.org/W3214412731","https://openalex.org/W3214499489","https://openalex.org/W4226213961","https://openalex.org/W4285223123","https://openalex.org/W4297824792","https://openalex.org/W4312311124","https://openalex.org/W4315783205","https://openalex.org/W4372266497","https://openalex.org/W6634514028","https://openalex.org/W6713410047","https://openalex.org/W6741438122","https://openalex.org/W6810035324","https://openalex.org/W6845812058"],"related_works":["https://openalex.org/W2903058006","https://openalex.org/W2102374550","https://openalex.org/W2047069332","https://openalex.org/W2352157218","https://openalex.org/W2120275292","https://openalex.org/W2070062388","https://openalex.org/W2134520490","https://openalex.org/W4224872188","https://openalex.org/W4285223123","https://openalex.org/W4386970495"],"abstract_inverted_index":{"Iterative":[0],"detection":[1,19],"and":[2,20,47,53,70,104,126],"decoding":[3,21],"(IDD)":[4],"is":[5],"known":[6],"to":[7,61],"achieve":[8],"near-capacity":[9],"performance":[10],"in":[11,84,120],"multi-antenna":[12],"wireless":[13,89],"systems.":[14],"We":[15,73],"propose":[16],"deep-unfolded":[17],"interleaved":[18],"(DUIDD),":[22],"a":[23,85,92,108],"new":[24],"paradigm":[25],"that":[26,114],"reduces":[27,54],"the":[28,40,44,75],"complexity":[29],"of":[30,43,77,122],"IDD":[31,118],"while":[32],"achieving":[33],"even":[34],"lower":[35],"error":[36,124],"rates.":[37],"DUIDD":[38,57,78,115],"interleaves":[39],"inner":[41],"stages":[42],"data":[45,97],"detector":[46],"channel":[48,105],"decoder,":[49,103],"which":[50],"expedites":[51],"convergence":[52],"complexity.":[55,128],"Furthermore,":[56],"applies":[58],"deep":[59],"unfolding":[60],"automatically":[62],"optimize":[63],"algorithmic":[64],"hyperparameters,":[65],"soft-information":[66],"exchange,":[67],"message":[68],"damping,":[69],"state":[71],"forwarding.":[72],"demonstrate":[74],"efficacy":[76],"using":[79],"NVIDIA's":[80],"Sionna":[81],"link-level":[82],"simulator":[83],"5G-near":[86],"multi-user":[87],"MIMO-OFDM":[88],"system":[90],"with":[91],"novel":[93],"low-complexity":[94],"soft-input":[95],"soft-output":[96],"detector,":[98],"an":[99],"optimized":[100],"low-density":[101],"parity-check":[102],"vectors":[106],"from":[107],"commercial":[109],"ray-tracer.":[110],"Our":[111],"results":[112],"show":[113],"outperforms":[116],"classical":[117],"both":[119],"terms":[121],"block":[123],"rate":[125],"computational":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}