{"id":"https://openalex.org/W4283205207","doi":"https://doi.org/10.1109/infocomwkshps54753.2022.9798044","title":"DRL-Based Fountain Codes for Concurrent Multipath Transfer in 6G Networks","display_name":"DRL-Based Fountain Codes for Concurrent Multipath Transfer in 6G Networks","publication_year":2022,"publication_date":"2022-05-02","ids":{"openalex":"https://openalex.org/W4283205207","doi":"https://doi.org/10.1109/infocomwkshps54753.2022.9798044"},"language":"en","primary_location":{"id":"doi:10.1109/infocomwkshps54753.2022.9798044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps54753.2022.9798044","pdf_url":null,"source":{"id":"https://openalex.org/S4363607985","display_name":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","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":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","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/A5040141770","display_name":"Chengxiao Yu","orcid":"https://orcid.org/0000-0002-9340-4164"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chengxiao Yu","raw_affiliation_strings":["Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044"],"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036159136","display_name":"Wei Quan","orcid":"https://orcid.org/0000-0001-7454-0905"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Quan","raw_affiliation_strings":["Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044","Department of New Networks, Peng Cheng Laboratory, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Department of New Networks, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100389889","display_name":"Kang Liu","orcid":"https://orcid.org/0000-0002-0394-6796"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kang Liu","raw_affiliation_strings":["Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044"],"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100635754","display_name":"Mingyuan Liu","orcid":"https://orcid.org/0000-0003-3611-6593"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyuan Liu","raw_affiliation_strings":["Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044"],"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000888418","display_name":"Ziheng Xu","orcid":"https://orcid.org/0000-0001-6303-5823"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziheng Xu","raw_affiliation_strings":["Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044"],"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091713195","display_name":"Hongke Zhang","orcid":"https://orcid.org/0000-0001-8906-813X"},"institutions":[{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]},{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongke Zhang","raw_affiliation_strings":["Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044","Department of New Networks, Peng Cheng Laboratory, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Beijing Jiaotong University,School of Electronic and Information Engineering,Beijing,China,100044","institution_ids":["https://openalex.org/I21193070"]},{"raw_affiliation_string":"Department of New Networks, Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5040141770"],"corresponding_institution_ids":["https://openalex.org/I21193070"],"apc_list":null,"apc_paid":null,"fwci":1.2971,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.77002225,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9998999834060669,"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":0.9997000098228455,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8025375604629517},{"id":"https://openalex.org/keywords/multihoming","display_name":"Multihoming","score":0.5706206560134888},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.5051921010017395},{"id":"https://openalex.org/keywords/multipath-propagation","display_name":"Multipath propagation","score":0.4926057457923889},{"id":"https://openalex.org/keywords/linear-network-coding","display_name":"Linear network coding","score":0.45344218611717224},{"id":"https://openalex.org/keywords/data-transmission","display_name":"Data transmission","score":0.44782084226608276},{"id":"https://openalex.org/keywords/markov-decision-process","display_name":"Markov decision process","score":0.41757646203041077},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4130042791366577},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.3874909281730652},{"id":"https://openalex.org/keywords/markov-process","display_name":"Markov process","score":0.3528698682785034},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.1251741647720337},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.10715356469154358}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8025375604629517},{"id":"https://openalex.org/C65714651","wikidata":"https://www.wikidata.org/wiki/Q1662626","display_name":"Multihoming","level":4,"score":0.5706206560134888},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5051921010017395},{"id":"https://openalex.org/C161218011","wikidata":"https://www.wikidata.org/wiki/Q11827794","display_name":"Multipath propagation","level":3,"score":0.4926057457923889},{"id":"https://openalex.org/C138293262","wikidata":"https://www.wikidata.org/wiki/Q1089578","display_name":"Linear network coding","level":3,"score":0.45344218611717224},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.44782084226608276},{"id":"https://openalex.org/C106189395","wikidata":"https://www.wikidata.org/wiki/Q176789","display_name":"Markov decision process","level":3,"score":0.41757646203041077},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4130042791366577},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.3874909281730652},{"id":"https://openalex.org/C159886148","wikidata":"https://www.wikidata.org/wiki/Q176645","display_name":"Markov process","level":2,"score":0.3528698682785034},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.1251741647720337},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.10715356469154358},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C35341882","wikidata":"https://www.wikidata.org/wiki/Q8795","display_name":"Internet Protocol","level":3,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/infocomwkshps54753.2022.9798044","is_oa":false,"landing_page_url":"https://doi.org/10.1109/infocomwkshps54753.2022.9798044","pdf_url":null,"source":{"id":"https://openalex.org/S4363607985","display_name":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","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":"IEEE INFOCOM 2022 - IEEE Conference on Computer Communications Workshops (INFOCOM WKSHPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.6499999761581421}],"awards":[],"funders":[{"id":"https://openalex.org/F4320318558","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1655431917","https://openalex.org/W1716229707","https://openalex.org/W1936269000","https://openalex.org/W2105831729","https://openalex.org/W2468296714","https://openalex.org/W2885106194","https://openalex.org/W2900376989","https://openalex.org/W2915456374","https://openalex.org/W2958091556","https://openalex.org/W2964346690","https://openalex.org/W2973372523","https://openalex.org/W2999562137","https://openalex.org/W3119475277","https://openalex.org/W3136338303","https://openalex.org/W3191432761","https://openalex.org/W3195237175","https://openalex.org/W3205260830","https://openalex.org/W4200114127","https://openalex.org/W4205946715","https://openalex.org/W4237064274","https://openalex.org/W6637696349","https://openalex.org/W6753701298","https://openalex.org/W6805963520"],"related_works":["https://openalex.org/W6162353","https://openalex.org/W1755687156","https://openalex.org/W4381082124","https://openalex.org/W2134836654","https://openalex.org/W2155929356","https://openalex.org/W2103440894","https://openalex.org/W4250395763","https://openalex.org/W2388829423","https://openalex.org/W2240100818","https://openalex.org/W1971906336"],"abstract_inverted_index":{"Concurrent":[0],"multipath":[1,144],"transfer":[2],"(CMT)":[3],"has":[4],"greatly":[5],"potential":[6],"to":[7,19,54,75,115],"significantly":[8],"improve":[9,82],"the":[10,20,28,35,56,60,83,92,128,132,138],"end-to-end":[11],"throughout":[12],"with":[13,86,142],"its":[14],"multihoming":[15],"property.":[16],"However,":[17],"due":[18],"extremely":[21],"high":[22],"unpredictability":[23],"of":[24,59],"6G":[25,64],"heterogeneous":[26,65],"networks,":[27],"receive":[29,77],"buffer":[30,78],"blocking":[31,79],"problem":[32,74,99],"seriously":[33],"degrades":[34],"overall":[36],"transmission":[37,84,145],"reliability.":[38],"To":[39],"address":[40],"this":[41,43],"problem,":[42,135],"paper":[44],"proposes":[45],"a":[46,71,101,107],"learning-based":[47],"fountain":[48,112],"codes":[49],"for":[50,63],"CMT":[51],"(CMT-FC)":[52],"scheme":[53],"mitigate":[55,76],"negative":[57],"influence":[58],"path":[61],"diversity":[62],"networks.":[66],"Specifically,":[67],"we":[68,90],"first":[69],"formulate":[70],"multidimensional":[72],"optimal":[73],"phenomenon":[80],"and":[81,95,105,121,136],"rate":[85,98],"requirement":[87],"constrains.":[88],"Then,":[89],"transform":[91],"data":[93,118],"scheduling":[94,119],"redundancy":[96,122],"coding":[97,113,123],"into":[100],"Markov":[102],"decision":[103],"process,":[104],"propose":[106],"deep":[108],"reinforcement":[109],"learning":[110],"(DRL)-based":[111],"algorithm":[114,130],"dynamically":[116],"adjust":[117],"policy":[120],"rate.":[124],"Extensive":[125],"experiments":[126],"indicate":[127],"proposed":[129],"mitigates":[131],"packet":[133],"out-of-order":[134],"improves":[137],"average":[139],"throughput":[140],"compared":[141],"traditional":[143],"scheme.":[146]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
