{"id":"https://openalex.org/W2962870032","doi":"https://doi.org/10.1109/ccwc.2017.7868415","title":"Joint network coding and machine learning for error-prone wireless broadcast","display_name":"Joint network coding and machine learning for error-prone wireless broadcast","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2962870032","doi":"https://doi.org/10.1109/ccwc.2017.7868415","mag":"2962870032"},"language":"en","primary_location":{"id":"doi:10.1109/ccwc.2017.7868415","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc.2017.7868415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 7th Annual Computing and Communication Workshop and Conference (CCWC)","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/A5101799578","display_name":"Dong C. Nguyen","orcid":"https://orcid.org/0000-0002-9948-2091"},"institutions":[{"id":"https://openalex.org/I4210111989","display_name":"Molsoft (United States)","ror":"https://ror.org/024712k05","country_code":"US","type":"company","lineage":["https://openalex.org/I4210111989"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Dong Nguyen","raw_affiliation_strings":["Saolasoft Inc., CO, USA"],"affiliations":[{"raw_affiliation_string":"Saolasoft Inc., CO, USA","institution_ids":["https://openalex.org/I4210111989"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078722616","display_name":"Canh Nam Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I109689652","display_name":"FPT University","ror":"https://ror.org/03esj4g97","country_code":"VN","type":"education","lineage":["https://openalex.org/I109689652"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Canh Nguyen","raw_affiliation_strings":["FPT University, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"FPT University, Hanoi, Vietnam","institution_ids":["https://openalex.org/I109689652"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023437157","display_name":"Thuan Duong-Ba","orcid":null},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thuan Duong-Ba","raw_affiliation_strings":["Hanoi University of Science and Technology, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032951039","display_name":"Hung Viet Nguyen","orcid":"https://orcid.org/0000-0001-6349-1044"},"institutions":[{"id":"https://openalex.org/I4210111989","display_name":"Molsoft (United States)","ror":"https://ror.org/024712k05","country_code":"US","type":"company","lineage":["https://openalex.org/I4210111989"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hung Nguyen","raw_affiliation_strings":["Saolasoft Inc., CO, USA"],"affiliations":[{"raw_affiliation_string":"Saolasoft Inc., CO, USA","institution_ids":["https://openalex.org/I4210111989"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074791054","display_name":"Anh Nguyen","orcid":"https://orcid.org/0000-0002-3877-9211"},"institutions":[{"id":"https://openalex.org/I4210111989","display_name":"Molsoft (United States)","ror":"https://ror.org/024712k05","country_code":"US","type":"company","lineage":["https://openalex.org/I4210111989"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anh Nguyen","raw_affiliation_strings":["Saolasoft Inc., CO, USA"],"affiliations":[{"raw_affiliation_string":"Saolasoft Inc., CO, USA","institution_ids":["https://openalex.org/I4210111989"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101990176","display_name":"Tuan Tran","orcid":"https://orcid.org/0000-0003-4735-7253"},"institutions":[{"id":"https://openalex.org/I15780179","display_name":"Sullivan University","ror":"https://ror.org/0575c3z81","country_code":"US","type":"education","lineage":["https://openalex.org/I15780179"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tuan Tran","raw_affiliation_strings":["Sullivan University, KY, USA"],"affiliations":[{"raw_affiliation_string":"Sullivan University, KY, USA","institution_ids":["https://openalex.org/I15780179"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101799578"],"corresponding_institution_ids":["https://openalex.org/I4210111989"],"apc_list":null,"apc_paid":null,"fwci":1.036,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.81377264,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10796","display_name":"Cooperative Communication and Network Coding","score":1.0,"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/T10796","display_name":"Cooperative Communication and Network Coding","score":1.0,"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/T12791","display_name":"Full-Duplex Wireless Communications","score":0.9969000220298767,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9955999851226807,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/retransmission","display_name":"Retransmission","score":0.8524757623672485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8381155133247375},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6710187196731567},{"id":"https://openalex.org/keywords/automatic-repeat-request","display_name":"Automatic repeat request","score":0.6281028985977173},{"id":"https://openalex.org/keywords/transmitter","display_name":"Transmitter","score":0.5814657807350159},{"id":"https://openalex.org/keywords/linear-network-coding","display_name":"Linear network coding","score":0.5225250720977783},{"id":"https://openalex.org/keywords/hybrid-automatic-repeat-request","display_name":"Hybrid automatic repeat request","score":0.4655649662017822},{"id":"https://openalex.org/keywords/adaptive-coding","display_name":"Adaptive coding","score":0.4475267827510834},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.43772563338279724},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4177427887916565},{"id":"https://openalex.org/keywords/selective-repeat-arq","display_name":"Selective Repeat ARQ","score":0.4111833870410919},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.40759313106536865},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.271744966506958},{"id":"https://openalex.org/keywords/lossless-compression","display_name":"Lossless compression","score":0.179489403963089},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.17283016443252563},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1103588342666626}],"concepts":[{"id":"https://openalex.org/C180611318","wikidata":"https://www.wikidata.org/wiki/Q7316902","display_name":"Retransmission","level":3,"score":0.8524757623672485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8381155133247375},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6710187196731567},{"id":"https://openalex.org/C171952454","wikidata":"https://www.wikidata.org/wiki/Q29522","display_name":"Automatic repeat request","level":4,"score":0.6281028985977173},{"id":"https://openalex.org/C47798520","wikidata":"https://www.wikidata.org/wiki/Q190157","display_name":"Transmitter","level":3,"score":0.5814657807350159},{"id":"https://openalex.org/C138293262","wikidata":"https://www.wikidata.org/wiki/Q1089578","display_name":"Linear network coding","level":3,"score":0.5225250720977783},{"id":"https://openalex.org/C118437007","wikidata":"https://www.wikidata.org/wiki/Q1017139","display_name":"Hybrid automatic repeat request","level":3,"score":0.4655649662017822},{"id":"https://openalex.org/C57890076","wikidata":"https://www.wikidata.org/wiki/Q4680725","display_name":"Adaptive coding","level":4,"score":0.4475267827510834},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.43772563338279724},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4177427887916565},{"id":"https://openalex.org/C91739489","wikidata":"https://www.wikidata.org/wiki/Q7447752","display_name":"Selective Repeat ARQ","level":5,"score":0.4111833870410919},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.40759313106536865},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.271744966506958},{"id":"https://openalex.org/C81081738","wikidata":"https://www.wikidata.org/wiki/Q55542","display_name":"Lossless compression","level":3,"score":0.179489403963089},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.17283016443252563},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1103588342666626},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C138660444","wikidata":"https://www.wikidata.org/wiki/Q5607897","display_name":"Telecommunications link","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccwc.2017.7868415","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ccwc.2017.7868415","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 7th Annual Computing and Communication Workshop and Conference (CCWC)","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":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1496361326","https://openalex.org/W1966841787","https://openalex.org/W1986506702","https://openalex.org/W2002725369","https://openalex.org/W2105831729","https://openalex.org/W2107330855","https://openalex.org/W2112930587","https://openalex.org/W2119792344","https://openalex.org/W2128569883","https://openalex.org/W2130286537","https://openalex.org/W2140379242","https://openalex.org/W2143834638","https://openalex.org/W2149572366","https://openalex.org/W2160766950","https://openalex.org/W2163728264","https://openalex.org/W2343958575","https://openalex.org/W2751318774","https://openalex.org/W2990168612","https://openalex.org/W3100857292","https://openalex.org/W6629576908","https://openalex.org/W6646675337","https://openalex.org/W6676856371","https://openalex.org/W6679317585","https://openalex.org/W6991957103"],"related_works":["https://openalex.org/W2158575307","https://openalex.org/W25248209","https://openalex.org/W2137688044","https://openalex.org/W2944854155","https://openalex.org/W1992384025","https://openalex.org/W1704230881","https://openalex.org/W2025662109","https://openalex.org/W2386791127","https://openalex.org/W2050206424","https://openalex.org/W2127189535"],"abstract_inverted_index":{"Reliable":[0],"broadcasting":[1],"data":[2,32,56,84,133,146,195],"to":[3,13,31,42,64,75,118,128,153],"multiple":[4,54],"receivers":[5,137],"over":[6],"lossy":[7],"wireless":[8,18],"channels":[9],"is":[10,62,125],"challenging":[11,63],"due":[12,30,74],"the":[14,17,88,107,116,155,183,191,207,220,223],"heterogeneity":[15],"of":[16,100,131,157,190,193],"link":[19],"conditions.":[20],"Automatic":[21],"Repeat-reQuest":[22],"(ARQ)":[23],"based":[24,138,211],"retransmission":[25,99],"schemes":[26,212],"are":[27],"bandwidth":[28,50,203],"inefficient":[29],"duplication":[33],"at":[34,87,135,197],"receivers.":[35,199,226],"Network":[36],"coding":[37,93],"(NC)":[38],"has":[39],"been":[40],"shown":[41],"be":[43,71,171],"a":[44,120],"promising":[45],"technique":[46],"for":[47,58,98,144],"improving":[48],"network":[49,92],"efficiency":[51,156],"by":[52,90,115],"combining":[53],"lost":[55,68,101],"packets":[57,69,134,196],"retransmission.":[59],"However,":[60],"it":[61],"accurately":[65],"determine":[66],"which":[67],"should":[70],"combined":[72],"together":[73],"disrupted":[76],"feedback":[77,112,142],"channels.":[78],"This":[79],"paper":[80],"proposes":[81],"an":[82],"adaptive":[83],"encoding":[85],"scheme":[86],"transmitter":[89,117,224],"joining":[91],"and":[94,174,209,219,225],"machine":[95,167],"learning":[96,168],"(NCML)":[97],"packets.":[102],"Our":[103],"proposed":[104,159,184],"NCML":[105,185],"extracts":[106],"important":[108],"features":[109],"from":[110],"historical":[111],"signals":[113,143],"received":[114],"train":[119],"classifier.":[121],"The":[122,161,176],"constructed":[123],"classifier":[124],"then":[126],"used":[127],"predict":[129],"states":[130,192],"transmitted":[132,194],"different":[136,198,214],"on":[139,181],"their":[140],"corrupted":[141],"effective":[145],"mixing.":[147],"We":[148],"have":[149],"conducted":[150],"extensive":[151],"simulations":[152],"collaborate":[154],"our":[158,166],"approach.":[160],"simulation":[162,177],"results":[163,178],"show":[164,179],"that":[165,180],"algorithm":[169],"can":[170,186],"trained":[172],"efficiently":[173],"accurately.":[175],"average":[182],"correctly":[187],"classify":[188],"90%":[189],"It":[200],"achieves":[201],"significant":[202],"gain":[204],"compared":[205],"with":[206],"ARQ":[208],"NC":[210],"in":[213],"transmission":[215],"terrains,":[216],"power":[217],"levels,":[218],"distances":[221],"between":[222]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
