{"id":"https://openalex.org/W4289655379","doi":"https://doi.org/10.1109/isit50566.2022.9834589","title":"TinyTurbo: Efficient Turbo Decoders on Edge","display_name":"TinyTurbo: Efficient Turbo Decoders on Edge","publication_year":2022,"publication_date":"2022-06-26","ids":{"openalex":"https://openalex.org/W4289655379","doi":"https://doi.org/10.1109/isit50566.2022.9834589"},"language":"en","primary_location":{"id":"doi:10.1109/isit50566.2022.9834589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit50566.2022.9834589","pdf_url":null,"source":{"id":"https://openalex.org/S4363604560","display_name":"2022 IEEE International Symposium on Information Theory (ISIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2209.15614","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5021455824","display_name":"S. Ashwin Hebbar","orcid":"https://orcid.org/0000-0002-9339-850X"},"institutions":[{"id":"https://openalex.org/I2801919071","display_name":"University of Illinois System","ror":"https://ror.org/05e94g991","country_code":"US","type":"education","lineage":["https://openalex.org/I2801919071"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"S. Ashwin Hebbar","raw_affiliation_strings":["University of Illinois"],"affiliations":[{"raw_affiliation_string":"University of Illinois","institution_ids":["https://openalex.org/I2801919071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101638971","display_name":"Rajesh Mishra","orcid":"https://orcid.org/0009-0005-4410-1940"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rajesh K. Mishra","raw_affiliation_strings":["University of Texas,Austin","University of Texas, Austin"],"affiliations":[{"raw_affiliation_string":"University of Texas,Austin","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"University of Texas, Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055856431","display_name":"Sravan Kumar Ankireddy","orcid":null},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sravan Kumar Ankireddy","raw_affiliation_strings":["University of Texas,Austin","University of Texas, Austin"],"affiliations":[{"raw_affiliation_string":"University of Texas,Austin","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"University of Texas, Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050142356","display_name":"Ashok Vardhan Makkuva","orcid":"https://orcid.org/0000-0001-6501-9384"},"institutions":[{"id":"https://openalex.org/I2801919071","display_name":"University of Illinois System","ror":"https://ror.org/05e94g991","country_code":"US","type":"education","lineage":["https://openalex.org/I2801919071"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ashok V. Makkuva","raw_affiliation_strings":["University of Illinois"],"affiliations":[{"raw_affiliation_string":"University of Illinois","institution_ids":["https://openalex.org/I2801919071"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072204319","display_name":"Hyeji Kim","orcid":"https://orcid.org/0000-0002-2256-5729"},"institutions":[{"id":"https://openalex.org/I86519309","display_name":"The University of Texas at Austin","ror":"https://ror.org/00hj54h04","country_code":"US","type":"education","lineage":["https://openalex.org/I86519309"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hyeji Kim","raw_affiliation_strings":["University of Texas,Austin","University of Texas, Austin"],"affiliations":[{"raw_affiliation_string":"University of Texas,Austin","institution_ids":["https://openalex.org/I86519309"]},{"raw_affiliation_string":"University of Texas, Austin","institution_ids":["https://openalex.org/I86519309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053980484","display_name":"Pramod Viswanath","orcid":"https://orcid.org/0000-0003-3171-8667"},"institutions":[{"id":"https://openalex.org/I2801919071","display_name":"University of Illinois System","ror":"https://ror.org/05e94g991","country_code":"US","type":"education","lineage":["https://openalex.org/I2801919071"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Pramod Viswanath","raw_affiliation_strings":["University of Illinois"],"affiliations":[{"raw_affiliation_string":"University of Illinois","institution_ids":["https://openalex.org/I2801919071"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5021455824"],"corresponding_institution_ids":["https://openalex.org/I2801919071"],"apc_list":null,"apc_paid":null,"fwci":3.0092,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.93373911,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2797","last_page":"2802"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11321","display_name":"Error Correcting Code Techniques","score":0.9998999834060669,"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":0.9997000098228455,"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/T12131","display_name":"Wireless Signal Modulation Classification","score":0.9986000061035156,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/turbo","display_name":"Turbo","score":0.7834105491638184},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7711215019226074},{"id":"https://openalex.org/keywords/turbo-code","display_name":"Turbo code","score":0.7146360278129578},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6880735158920288},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5415262579917908},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5118691325187683},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.5003538131713867},{"id":"https://openalex.org/keywords/turbo-equalizer","display_name":"Turbo equalizer","score":0.477710485458374},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.4668821692466736},{"id":"https://openalex.org/keywords/decoding-methods","display_name":"Decoding methods","score":0.45103204250335693},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22090032696723938},{"id":"https://openalex.org/keywords/concatenated-error-correction-code","display_name":"Concatenated error correction code","score":0.13327890634536743},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10197514295578003}],"concepts":[{"id":"https://openalex.org/C2776240298","wikidata":"https://www.wikidata.org/wiki/Q1138513","display_name":"Turbo","level":2,"score":0.7834105491638184},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7711215019226074},{"id":"https://openalex.org/C114504821","wikidata":"https://www.wikidata.org/wiki/Q2164281","display_name":"Turbo code","level":3,"score":0.7146360278129578},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6880735158920288},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5415262579917908},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5118691325187683},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.5003538131713867},{"id":"https://openalex.org/C12232224","wikidata":"https://www.wikidata.org/wiki/Q7853840","display_name":"Turbo equalizer","level":5,"score":0.477710485458374},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.4668821692466736},{"id":"https://openalex.org/C57273362","wikidata":"https://www.wikidata.org/wiki/Q576722","display_name":"Decoding methods","level":2,"score":0.45103204250335693},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22090032696723938},{"id":"https://openalex.org/C78944582","wikidata":"https://www.wikidata.org/wiki/Q5158264","display_name":"Concatenated error correction code","level":4,"score":0.13327890634536743},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10197514295578003},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C157125643","wikidata":"https://www.wikidata.org/wiki/Q884707","display_name":"Block code","level":3,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isit50566.2022.9834589","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isit50566.2022.9834589","pdf_url":null,"source":{"id":"https://openalex.org/S4363604560","display_name":"2022 IEEE International Symposium on Information Theory (ISIT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Information Theory (ISIT)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2209.15614","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2209.15614","pdf_url":"https://arxiv.org/pdf/2209.15614","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2209.15614","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2209.15614","pdf_url":"https://arxiv.org/pdf/2209.15614","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.5799999833106995,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320310620","display_name":"University of Texas at Austin","ror":"https://ror.org/00hj54h04"},{"id":"https://openalex.org/F4320337345","display_name":"Office of Naval Research","ror":"https://ror.org/00rk2pe57"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W628021441","https://openalex.org/W1522301498","https://openalex.org/W1970330710","https://openalex.org/W2045407304","https://openalex.org/W2058501338","https://openalex.org/W2121606987","https://openalex.org/W2153170510","https://openalex.org/W2584943905","https://openalex.org/W2736402963","https://openalex.org/W2886374543","https://openalex.org/W2898421447","https://openalex.org/W2952897440","https://openalex.org/W2963120184","https://openalex.org/W2963408536","https://openalex.org/W2964231443","https://openalex.org/W2967231060","https://openalex.org/W2971351707","https://openalex.org/W2987657883","https://openalex.org/W2992441690","https://openalex.org/W3016970793","https://openalex.org/W3022249012","https://openalex.org/W3044251643","https://openalex.org/W3080746295","https://openalex.org/W3160927840","https://openalex.org/W4256264271","https://openalex.org/W4287019342","https://openalex.org/W4386037851","https://openalex.org/W6631190155","https://openalex.org/W6747916894","https://openalex.org/W6795420104","https://openalex.org/W6796904836"],"related_works":["https://openalex.org/W2363507870","https://openalex.org/W2161351338","https://openalex.org/W4287740435","https://openalex.org/W2103764150","https://openalex.org/W2116478666","https://openalex.org/W2147600706","https://openalex.org/W2593195270","https://openalex.org/W2497042610","https://openalex.org/W2535923291","https://openalex.org/W2010424581"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"we":[3],"introduce":[4],"a":[5,47],"neural-augmented":[6],"decoder":[7],"for":[8],"Turbo":[9],"codes":[10],"called":[11],"TINYTURBO":[12,14,42,71,87],".":[13],"has":[15,24],"complexity":[16],"comparable":[17],"to":[18,35],"the":[19,29,36,64,82],"classical":[20],"max-log-MAP":[21,30],"algorithm":[22],"but":[23],"much":[25],"better":[26],"reliability":[27,83],"than":[28],"baseline":[31],"and":[32,57,78,84],"performs":[33],"close":[34],"MAP":[37],"algorithm.":[38],"We":[39,67,80],"show":[40,69],"that":[41,70],"exhibits":[43],"strong":[44],"robustness":[45],"on":[46],"variety":[48],"of":[49,52,86],"practical":[50],"channels":[51],"interest,":[53],"such":[54],"as":[55],"EPA":[56],"EVA":[58],"channels,":[59],"which":[60],"are":[61],"included":[62],"in":[63],"LTE":[65],"standards.":[66],"also":[68],"strongly":[72],"generalizes":[73],"across":[74],"different":[75],"rate,":[76],"blocklengths,":[77],"trellises.":[79],"verify":[81],"efficiency":[85],"via":[88],"over-the-air":[89],"experiments.":[90]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}