{"id":"https://openalex.org/W4289821389","doi":"https://doi.org/10.1109/tmc.2022.3195288","title":"Enabling Combined Relay Selection in Stochastic Wireless Networks by Recurrent Neural Computing","display_name":"Enabling Combined Relay Selection in Stochastic Wireless Networks by Recurrent Neural Computing","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4289821389","doi":"https://doi.org/10.1109/tmc.2022.3195288"},"language":"en","primary_location":{"id":"doi:10.1109/tmc.2022.3195288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2022.3195288","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://research-information.bris.ac.uk/en/publications/459c8829-ce23-4d82-85ce-7ca55166f25e","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5056372010","display_name":"Jiashen Tang","orcid":"https://orcid.org/0000-0002-1364-4417"},"institutions":[{"id":"https://openalex.org/I4210114742","display_name":"National Institutes of Biotechnology Malaysia","ror":"https://ror.org/029dygd35","country_code":"MY","type":"government","lineage":["https://openalex.org/I134138859","https://openalex.org/I4210114742"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Jiashen Tang","raw_affiliation_strings":["Center for Artificial Intelligence, Faculty of Information Science and Technology, The National University of Malaysia, Bangi, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-1364-4417","affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence, Faculty of Information Science and Technology, The National University of Malaysia, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I4210114742","https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074392353","display_name":"Shuping Dang","orcid":"https://orcid.org/0000-0002-0018-815X"},"institutions":[{"id":"https://openalex.org/I36234482","display_name":"University of Bristol","ror":"https://ror.org/0524sp257","country_code":"GB","type":"education","lineage":["https://openalex.org/I36234482"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shuping Dang","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, University of Bristol, Bristol, UK"],"raw_orcid":"https://orcid.org/0000-0002-0018-815X","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, University of Bristol, Bristol, UK","institution_ids":["https://openalex.org/I36234482"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100702092","display_name":"Salwani Abdullah","orcid":"https://orcid.org/0000-0003-0037-841X"},"institutions":[{"id":"https://openalex.org/I4210114742","display_name":"National Institutes of Biotechnology Malaysia","ror":"https://ror.org/029dygd35","country_code":"MY","type":"government","lineage":["https://openalex.org/I134138859","https://openalex.org/I4210114742"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Salwani Abdullah","raw_affiliation_strings":["Center for Artificial Intelligence, Faculty of Information Science and Technology, The National University of Malaysia, Bangi, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-0037-841X","affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence, Faculty of Information Science and Technology, The National University of Malaysia, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I4210114742","https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103036102","display_name":"Mohd Zakree Ahmad Nazri","orcid":"https://orcid.org/0000-0003-2267-4965"},"institutions":[{"id":"https://openalex.org/I4210114742","display_name":"National Institutes of Biotechnology Malaysia","ror":"https://ror.org/029dygd35","country_code":"MY","type":"government","lineage":["https://openalex.org/I134138859","https://openalex.org/I4210114742"]},{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mohd Zakree Ahmad Nazri","raw_affiliation_strings":["Center for Artificial Intelligence, Faculty of Information Science and Technology, The National University of Malaysia, Bangi, Selangor, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-2267-4965","affiliations":[{"raw_affiliation_string":"Center for Artificial Intelligence, Faculty of Information Science and Technology, The National University of Malaysia, Bangi, Selangor, Malaysia","institution_ids":["https://openalex.org/I4210114742","https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050621611","display_name":"Nasser R. Sabar","orcid":"https://orcid.org/0000-0002-0276-4704"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nasser R. Sabar","raw_affiliation_strings":["Department of Computer Science and Information Technology, La Trobe University, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0276-4704","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Information Technology, La Trobe University, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I196829312"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2672,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54532432,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"17"},"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":0.9991000294685364,"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":0.9984999895095825,"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/relay","display_name":"Relay","score":0.8995128273963928},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8562319278717041},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5697579383850098},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.512603223323822},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5111792683601379},{"id":"https://openalex.org/keywords/wireless-network","display_name":"Wireless network","score":0.5075172185897827},{"id":"https://openalex.org/keywords/relay-channel","display_name":"Relay channel","score":0.5036341547966003},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.47138649225234985},{"id":"https://openalex.org/keywords/selection-algorithm","display_name":"Selection algorithm","score":0.46326830983161926},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.4387030005455017},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.4264020621776581},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.4186210334300995},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31255337595939636},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1428041160106659}],"concepts":[{"id":"https://openalex.org/C2778156585","wikidata":"https://www.wikidata.org/wiki/Q174053","display_name":"Relay","level":3,"score":0.8995128273963928},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8562319278717041},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5697579383850098},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.512603223323822},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5111792683601379},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.5075172185897827},{"id":"https://openalex.org/C46257984","wikidata":"https://www.wikidata.org/wiki/Q7310895","display_name":"Relay channel","level":4,"score":0.5036341547966003},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.47138649225234985},{"id":"https://openalex.org/C2775973920","wikidata":"https://www.wikidata.org/wiki/Q3252726","display_name":"Selection algorithm","level":3,"score":0.46326830983161926},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.4387030005455017},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.4264020621776581},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4186210334300995},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31255337595939636},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1428041160106659},{"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/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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tmc.2022.3195288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmc.2022.3195288","pdf_url":null,"source":{"id":"https://openalex.org/S69141925","display_name":"IEEE Transactions on Mobile Computing","issn_l":"1536-1233","issn":["1536-1233","1558-0660","2161-9875"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Mobile Computing","raw_type":"journal-article"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire_cris_publications/459c8829-ce23-4d82-85ce-7ca55166f25e","is_oa":true,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/459c8829-ce23-4d82-85ce-7ca55166f25e","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tang, J, Dang, S, Abdullah, S, Nazri, M & Sabar, N 2022, 'Enabling Combined Relay Selection in Stochastic Wireless Networks by Recurrent Neural Computing', IEEE Transactions on Mobile Computing, vol. 22, no. 11, pp. 6410 - 6426. https://doi.org/10.1109/TMC.2022.3195288","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:research-information.bris.ac.uk:publications/459c8829-ce23-4d82-85ce-7ca55166f25e","is_oa":true,"landing_page_url":"https://hdl.handle.net/1983/459c8829-ce23-4d82-85ce-7ca55166f25e","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:research-information.bris.ac.uk:openaire_cris_publications/459c8829-ce23-4d82-85ce-7ca55166f25e","is_oa":true,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/459c8829-ce23-4d82-85ce-7ca55166f25e","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Tang, J, Dang, S, Abdullah, S, Nazri, M & Sabar, N 2022, 'Enabling Combined Relay Selection in Stochastic Wireless Networks by Recurrent Neural Computing', IEEE Transactions on Mobile Computing, vol. 22, no. 11, pp. 6410 - 6426. https://doi.org/10.1109/TMC.2022.3195288","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":72,"referenced_works":["https://openalex.org/W1514310480","https://openalex.org/W1522301498","https://openalex.org/W2028667871","https://openalex.org/W2039688938","https://openalex.org/W2042656126","https://openalex.org/W2049532134","https://openalex.org/W2056420686","https://openalex.org/W2070465251","https://openalex.org/W2074637561","https://openalex.org/W2101326671","https://openalex.org/W2102078655","https://openalex.org/W2103366363","https://openalex.org/W2117262637","https://openalex.org/W2118702395","https://openalex.org/W2128295617","https://openalex.org/W2129766733","https://openalex.org/W2137983211","https://openalex.org/W2139501017","https://openalex.org/W2152121970","https://openalex.org/W2166423793","https://openalex.org/W2183438859","https://openalex.org/W2193660226","https://openalex.org/W2290048908","https://openalex.org/W2315821920","https://openalex.org/W2380059575","https://openalex.org/W2399456070","https://openalex.org/W2403256519","https://openalex.org/W2553303224","https://openalex.org/W2568278956","https://openalex.org/W2610768674","https://openalex.org/W2743380765","https://openalex.org/W2769378718","https://openalex.org/W2786622092","https://openalex.org/W2789386460","https://openalex.org/W2793810955","https://openalex.org/W2807719490","https://openalex.org/W2808128011","https://openalex.org/W2809137096","https://openalex.org/W2825216457","https://openalex.org/W2886139275","https://openalex.org/W2886374543","https://openalex.org/W2909369566","https://openalex.org/W2919115771","https://openalex.org/W2955338161","https://openalex.org/W2963448228","https://openalex.org/W2965857035","https://openalex.org/W2966038277","https://openalex.org/W2990009263","https://openalex.org/W2991182923","https://openalex.org/W2991210708","https://openalex.org/W2996243818","https://openalex.org/W2999573242","https://openalex.org/W3002159761","https://openalex.org/W3014682028","https://openalex.org/W3015808323","https://openalex.org/W3020223641","https://openalex.org/W3024862066","https://openalex.org/W3043655481","https://openalex.org/W3075644879","https://openalex.org/W3100030391","https://openalex.org/W3119528261","https://openalex.org/W3131564045","https://openalex.org/W3133622711","https://openalex.org/W3135716764","https://openalex.org/W3164155163","https://openalex.org/W6631190155","https://openalex.org/W6675368249","https://openalex.org/W6677402356","https://openalex.org/W6729956949","https://openalex.org/W6743806954","https://openalex.org/W6748230616","https://openalex.org/W6752198411"],"related_works":["https://openalex.org/W2804620669","https://openalex.org/W2150872090","https://openalex.org/W2136731589","https://openalex.org/W2084050328","https://openalex.org/W2056285986","https://openalex.org/W1861203331","https://openalex.org/W2462272799","https://openalex.org/W2537178846","https://openalex.org/W2162615821","https://openalex.org/W2122315465"],"abstract_inverted_index":{"Multi-carrier":[0],"relay":[1,21,28,32,62,113],"selection":[2,29,33,63,114,127],"is":[3],"of":[4,17,26,51,72,100,104,123,155,164],"particular":[5],"interest":[6],"and":[7,14,20,42,74,79,106,139,162,181,189],"challenge":[8],"due":[9],"to":[10,58,158],"the":[11,15,49,70,90,101,121,160,165,174,183,190],"spatio-frequency":[12],"coupling":[13],"dynamics":[16],"available":[18,124],"spectral":[19],"resources.":[22],"Among":[23],"a":[24,55,65,132,153],"number":[25,71,122],"promising":[27],"schemes,":[30],"combined":[31,61,112],"stands":[34],"out":[35,98],"as":[36,54],"an":[37],"equilibrium":[38],"between":[39],"system":[40],"complexity":[41],"reliability.":[43],"Recent":[44],"research":[45],"progress":[46],"has":[47],"witnessed":[48],"capability":[50],"neural":[52,92,134],"computing":[53,93],"powerful":[56],"tool":[57],"efficiently":[59],"realize":[60],"for":[64,82,126,145],"given":[66],"network":[67,135],"topology":[68],"where":[69,120],"relays":[73,125],"their":[75],"locations":[76],"are":[77,87],"fixed":[78],"known.":[80],"However,":[81],"contemporary":[83],"wireless":[84,117],"networks":[85,118],"that":[86],"highly":[88],"dynamic,":[89],"classic":[91],"methods":[94,143],"can":[95],"hardly":[96],"help":[97],"because":[99],"scale":[102],"drifts":[103],"input":[105],"output":[107],"matrices.":[108],"To":[109],"enable":[110],"multi-carrier":[111],"in":[115],"stochastic":[116],"(SWNs)":[119],"could":[128],"vary,":[129],"we":[130,151,178],"propose":[131],"recurrent":[133],"(RNN)":[136],"based":[137],"framework":[138,168],"devise":[140],"several":[141,171],"training":[142],"suited":[144],"various":[146],"application":[147],"scenarios.":[148],"In":[149],"addition,":[150],"conduct":[152],"set":[154],"computer":[156],"experiments":[157],"verify":[159],"effectiveness":[161],"efficiency":[163],"proposed":[166,184],"RNN-based":[167],"compared":[169],"with":[170],"baselines.":[172],"With":[173],"obtained":[175],"experimental":[176],"results,":[177],"also":[179],"evaluate":[180],"discuss":[182],"framework's":[185],"reliability,":[186],"generalization":[187],"ability,":[188],"robustness":[191],"against":[192],"imperfect":[193],"channel":[194],"state":[195],"information":[196],"(CSI).":[197]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}