{"id":"https://openalex.org/W2970971440","doi":"https://doi.org/10.1109/spawc.2019.8815511","title":"Scalable Multi-Agent Learning for Situationally-Aware Multiple-Access and Grant-Free Transmissions","display_name":"Scalable Multi-Agent Learning for Situationally-Aware Multiple-Access and Grant-Free Transmissions","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2970971440","doi":"https://doi.org/10.1109/spawc.2019.8815511","mag":"2970971440"},"language":"en","primary_location":{"id":"doi:10.1109/spawc.2019.8815511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spawc.2019.8815511","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","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/A5008150938","display_name":"Zhiyuan Jiang","orcid":"https://orcid.org/0000-0002-8522-5721"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiyuan Jiang","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102750532","display_name":"Andrei Marinescu","orcid":"https://orcid.org/0000-0002-3455-0348"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Andrei Marinescu","raw_affiliation_strings":["CONNECT, Trinity College Dublin, Dublin 2, Ireland"],"affiliations":[{"raw_affiliation_string":"CONNECT, Trinity College Dublin, Dublin 2, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041092244","display_name":"Luiz A. DaSilva","orcid":"https://orcid.org/0000-0001-6310-6150"},"institutions":[{"id":"https://openalex.org/I205274468","display_name":"Trinity College Dublin","ror":"https://ror.org/02tyrky19","country_code":"IE","type":"education","lineage":["https://openalex.org/I205274468"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Luiz A. DaSilva","raw_affiliation_strings":["CONNECT, Trinity College Dublin, Dublin 2, Ireland"],"affiliations":[{"raw_affiliation_string":"CONNECT, Trinity College Dublin, Dublin 2, Ireland","institution_ids":["https://openalex.org/I205274468"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021120517","display_name":"Sheng Zhou","orcid":"https://orcid.org/0000-0003-0651-0071"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Zhou","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079749340","display_name":"Zhisheng Niu","orcid":"https://orcid.org/0000-0003-0420-2024"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhisheng Niu","raw_affiliation_strings":["Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008150938"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":0.8843,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.76885868,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13553","display_name":"Age of Information Optimization","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/T13553","display_name":"Age of Information Optimization","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/T12879","display_name":"Distributed Sensor Networks and Detection Algorithms","score":0.998199999332428,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9934999942779541,"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":0.8335644006729126},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.7805125713348389},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.69427490234375},{"id":"https://openalex.org/keywords/network-packet","display_name":"Network packet","score":0.6599100232124329},{"id":"https://openalex.org/keywords/random-access","display_name":"Random access","score":0.652558445930481},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.6028187870979309},{"id":"https://openalex.org/keywords/quality-of-service","display_name":"Quality of service","score":0.5719183683395386},{"id":"https://openalex.org/keywords/low-latency","display_name":"Low latency (capital markets)","score":0.5294836163520813},{"id":"https://openalex.org/keywords/latency","display_name":"Latency (audio)","score":0.5259169340133667},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5255597829818726},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.45364806056022644},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.43830451369285583},{"id":"https://openalex.org/keywords/load-balancing","display_name":"Load balancing (electrical power)","score":0.4373806118965149},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.2043156623840332},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10082301497459412},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.09809044003486633}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8335644006729126},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7805125713348389},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.69427490234375},{"id":"https://openalex.org/C158379750","wikidata":"https://www.wikidata.org/wiki/Q214111","display_name":"Network packet","level":2,"score":0.6599100232124329},{"id":"https://openalex.org/C101722063","wikidata":"https://www.wikidata.org/wiki/Q218825","display_name":"Random access","level":2,"score":0.652558445930481},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.6028187870979309},{"id":"https://openalex.org/C5119721","wikidata":"https://www.wikidata.org/wiki/Q220501","display_name":"Quality of service","level":2,"score":0.5719183683395386},{"id":"https://openalex.org/C46637626","wikidata":"https://www.wikidata.org/wiki/Q6693015","display_name":"Low latency (capital markets)","level":2,"score":0.5294836163520813},{"id":"https://openalex.org/C82876162","wikidata":"https://www.wikidata.org/wiki/Q17096504","display_name":"Latency (audio)","level":2,"score":0.5259169340133667},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5255597829818726},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.45364806056022644},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.43830451369285583},{"id":"https://openalex.org/C138959212","wikidata":"https://www.wikidata.org/wiki/Q1806783","display_name":"Load balancing (electrical power)","level":3,"score":0.4373806118965149},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.2043156623840332},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10082301497459412},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.09809044003486633},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C187691185","wikidata":"https://www.wikidata.org/wiki/Q2020720","display_name":"Grid","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/spawc.2019.8815511","is_oa":false,"landing_page_url":"https://doi.org/10.1109/spawc.2019.8815511","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 20th International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1590759229","https://openalex.org/W1993918491","https://openalex.org/W2001565360","https://openalex.org/W2049753993","https://openalex.org/W2095206166","https://openalex.org/W2098432798","https://openalex.org/W2145339207","https://openalex.org/W2152859483","https://openalex.org/W2165150801","https://openalex.org/W2601871131","https://openalex.org/W2626006124","https://openalex.org/W2885418389","https://openalex.org/W2886359150","https://openalex.org/W2886961132","https://openalex.org/W2898579845","https://openalex.org/W2905085454","https://openalex.org/W2908558272","https://openalex.org/W2919776980","https://openalex.org/W2963094947","https://openalex.org/W2963710909","https://openalex.org/W2964259990","https://openalex.org/W4298342474","https://openalex.org/W4302570325","https://openalex.org/W6635285615","https://openalex.org/W6684205842","https://openalex.org/W6753914607"],"related_works":["https://openalex.org/W4288568340","https://openalex.org/W3205411230","https://openalex.org/W4286899009","https://openalex.org/W9168048","https://openalex.org/W4300849822","https://openalex.org/W4376480820","https://openalex.org/W3155891479","https://openalex.org/W2543813329","https://openalex.org/W3029351463","https://openalex.org/W2956163206"],"abstract_inverted_index":{"In":[0,83],"this":[1,84,118],"paper,":[2],"we":[3],"present":[4],"Situationally-aware":[5],"Multiple-Access":[6],"and":[7,80,132],"gRant-free":[8],"Transmissions":[9],"(SMART)":[10],"to":[11,37,128],"address":[12],"the":[13,75,86,98,121],"low-latency":[14],"multiple":[15],"access":[16,91,106],"issue":[17],"in":[18,29],"wireless":[19],"uplinks":[20],"with":[21,56,102,134],"massive":[22,129],"machine-type":[23],"communications":[24],"(mMTC).":[25],"SMART":[26,108,123],"is":[27,43,52,93,126],"smart":[28],"a":[30,46],"distributed":[31,47],"manner,":[32],"as":[33],"terminals":[34,62,92,130],"are":[35],"trained":[36],"be":[38],"situationally":[39],"aware.":[40],"The":[41],"solution":[42],"based":[44],"on":[45],"reinforcement":[48],"learning":[49],"framework":[50],"which":[51],"capable":[53],"of":[54,77,89],"dealing":[55],"diversified":[57],"quality-of-service":[58],"requirements.":[59],"As":[60],"such,":[61],"can":[63],"make":[64],"informed":[65],"transmission":[66],"decisions":[67],"by":[68,71],"themselves,":[69],"e.g.,":[70],"taking":[72],"into":[73],"account":[74],"urgency":[76],"their":[78],"packets":[79],"system":[81,99],"load.":[82],"way,":[85],"effective":[87],"number":[88],"concurrent":[90],"significantly":[94],"reduced":[95],"while":[96],"maintaining":[97],"performance.":[100,136],"Compared":[101],"conventional":[103],"contention-based":[104],"random":[105],"schemes,":[107],"has":[109],"significant":[110],"advantages.":[111],"Building":[112],"upon":[113],"our":[114],"previous":[115],"work":[116,119],"[1],":[117],"presents":[120],"first":[122],"algorithm":[124],"that":[125],"scalable":[127],"(hundreds)":[131],"stable":[133],"near-optimal":[135]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
