{"id":"https://openalex.org/W4392152560","doi":"https://doi.org/10.1109/globecom54140.2023.10437109","title":"Scalable Quantification of the Value of Information for Multi-Agent Communications and Control Co-design","display_name":"Scalable Quantification of the Value of Information for Multi-Agent Communications and Control Co-design","publication_year":2023,"publication_date":"2023-12-04","ids":{"openalex":"https://openalex.org/W4392152560","doi":"https://doi.org/10.1109/globecom54140.2023.10437109"},"language":"en","primary_location":{"id":"doi:10.1109/globecom54140.2023.10437109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437109","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://orbilu.uni.lu/handle/10993/58125","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5025845516","display_name":"Arsham Mostaani","orcid":"https://orcid.org/0000-0001-9183-4411"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":true,"raw_author_name":"Arsham Mostaani","raw_affiliation_strings":["University of Luxembourg,Interdisciplinary Centre for Security Reliability and Trust,Luxembourg","Interdisciplinary Centre for Security Reliability and Trust, University of Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg,Interdisciplinary Centre for Security Reliability and Trust,Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"Interdisciplinary Centre for Security Reliability and Trust, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032104368","display_name":"Thang X. Vu","orcid":"https://orcid.org/0000-0002-8374-443X"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Thang X. Vu","raw_affiliation_strings":["University of Luxembourg,Interdisciplinary Centre for Security Reliability and Trust,Luxembourg","Interdisciplinary Centre for Security Reliability and Trust, University of Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg,Interdisciplinary Centre for Security Reliability and Trust,Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"Interdisciplinary Centre for Security Reliability and Trust, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003678648","display_name":"Hamed Habibi","orcid":"https://orcid.org/0000-0002-7393-6235"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Hamed Habibi","raw_affiliation_strings":["University of Luxembourg,Interdisciplinary Centre for Security Reliability and Trust,Luxembourg","Interdisciplinary Centre for Security Reliability and Trust, University of Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg,Interdisciplinary Centre for Security Reliability and Trust,Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"Interdisciplinary Centre for Security Reliability and Trust, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016154330","display_name":"Symeon Chatzinotas","orcid":"https://orcid.org/0000-0001-5122-0001"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Symeon Chatzinotas","raw_affiliation_strings":["University of Luxembourg,Interdisciplinary Centre for Security Reliability and Trust,Luxembourg","Interdisciplinary Centre for Security Reliability and Trust, University of Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg,Interdisciplinary Centre for Security Reliability and Trust,Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"Interdisciplinary Centre for Security Reliability and Trust, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080037825","display_name":"Bj\u00f6rn Ottersten","orcid":"https://orcid.org/0000-0003-2298-6774"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Bj\u00f6rn Ottersten","raw_affiliation_strings":["University of Luxembourg,Interdisciplinary Centre for Security Reliability and Trust,Luxembourg","Interdisciplinary Centre for Security Reliability and Trust, University of Luxembourg, Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg,Interdisciplinary Centre for Security Reliability and Trust,Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"Interdisciplinary Centre for Security Reliability and Trust, University of Luxembourg, Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025845516"],"corresponding_institution_ids":["https://openalex.org/I186903577"],"apc_list":null,"apc_paid":null,"fwci":0.1996,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56289586,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"3729","last_page":"3734"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9387999773025513,"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/T10249","display_name":"Distributed Control Multi-Agent Systems","score":0.9387999773025513,"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/T11182","display_name":"Auction Theory and Applications","score":0.9182999730110168,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12784","display_name":"Modular Robots and Swarm Intelligence","score":0.910099983215332,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.7008180618286133},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6815212368965149},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.5069596767425537},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.41895991563796997},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3644291162490845},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11716988682746887},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1038544774055481}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7008180618286133},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6815212368965149},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.5069596767425537},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.41895991563796997},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3644291162490845},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11716988682746887},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1038544774055481}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/globecom54140.2023.10437109","is_oa":false,"landing_page_url":"https://doi.org/10.1109/globecom54140.2023.10437109","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"GLOBECOM 2023 - 2023 IEEE Global Communications Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:orbilu.uni.lu:10993/58125","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/58125","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Global Communications Conference, Kuala Lumpur, Malaysia [MY], 4-8 December","raw_type":"peer reviewed"}],"best_oa_location":{"id":"pmh:oai:orbilu.uni.lu:10993/58125","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/58125","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Global Communications Conference, Kuala Lumpur, Malaysia [MY], 4-8 December","raw_type":"peer reviewed"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2001863269","https://openalex.org/W2088956500","https://openalex.org/W2166533447","https://openalex.org/W2617547828","https://openalex.org/W2990330051","https://openalex.org/W3176048614","https://openalex.org/W3197326271","https://openalex.org/W4226047696","https://openalex.org/W4300980131","https://openalex.org/W4313139387","https://openalex.org/W4376455152","https://openalex.org/W4386473019","https://openalex.org/W4399939567","https://openalex.org/W6852191571"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W1982914007","https://openalex.org/W2159583675","https://openalex.org/W1824242903","https://openalex.org/W1493858311","https://openalex.org/W2155470929","https://openalex.org/W2111125783","https://openalex.org/W2394465510"],"abstract_inverted_index":{"Task-oriented":[0],"communication":[1,67],"design":[2,154],"(TOCD)":[3],"has":[4],"gained":[5],"significant":[6],"attention":[7],"from":[8],"the":[9,50,54,57,75,80,85,89,92,101,107,126,134,142,148,155,165,196,203,208,215,218,233,256,261],"research":[10],"community":[11],"due":[12],"to":[13,34,64,124,194,202],"its":[14],"numerous":[15],"promising":[16],"applications":[17],"in":[18,41,106,207,231,245],"domains":[19],"such":[20],"as":[21,100],"<tex":[22,61,136],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[23,62,137],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$\\text{IoT}$</tex>":[24],"and":[25,39,53],"industry":[26],"4.0.":[27],"This":[28],"paper":[29],"introduces":[30],"an":[31],"innovative":[32],"approach":[33,48],"designing":[35],"scalable":[36],"task-oriented":[37],"quantization":[38,156,175,204],"communications":[40],"cooperative":[42],"multi-agent":[43],"systems":[44],"(MAS).":[45],"Our":[46,211],"proposed":[47,219],"leverages":[49],"TOCD":[51,246],"framework":[52,220],"concept":[55],"of":[56,59,68,79,88,103,150,171,217,225,243,260],"value":[58,149],"information":[60],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$(\\text{VoI})$</tex>":[63],"facilitate":[65],"efficient":[66],"quantized":[69],"observations":[70,184],"among":[71],"agents":[72,104],"while":[73,200,250],"maximizing":[74],"average":[76,257],"return":[77,258],"performance":[78,259],"MAS-a":[81],"metric":[82],"that":[83,181],"measures":[84],"task":[86],"effectiveness":[87,216],"MAS.":[90,108,262],"Learning":[91],"VoI":[93,127,167,239],"becomes":[94],"a":[95,115,129,159,169,222],"prohibitively":[96],"large":[97],"computational":[98,143,234],"problem":[99],"number":[102],"grows":[105],"To":[109],"address":[110],"this":[111],"challenge,":[112],"we":[113,119,153,191],"present":[114],"three-step":[116],"framework.":[117],"First,":[118],"employ":[120],"reinforcement":[121],"learning":[122],"(RL)":[123],"learn":[125,195],"for":[128,133,158,177,237,247],"two-agent,":[130],"rather":[131],"than":[132,253],"original":[135],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$N$</tex>":[138],"-agent":[139],"system,":[140],"reducing":[141,232],"costs":[144],"associated":[145],"with":[146,161,187],"obtaining":[147,238],"information.":[151],"Next,":[152],"policy":[157],"MAS":[160,248],"N":[162],"agents,":[163],"utilizing":[164],"learned":[166],"across":[168,221],"range":[170,224],"bit-budgets.":[172],"The":[173],"resulting":[174],"strategy":[176],"agents'":[178,197],"observations,":[179],"ensures":[180],"more":[182],"valuable":[183],"are":[185],"communicated":[186],"greater":[188],"precision.":[189],"Finally,":[190],"apply":[192],"RL":[193],"control":[198],"policies,":[199],"adhering":[201],"policies":[205],"designed":[206],"previous":[209],"step.":[210],"analytical":[212],"results":[213],"showcase":[214],"wide":[223],"problems.":[226],"Numerical":[227],"experiments":[228],"demonstrate":[229],"improvements":[230],"complexity":[235],"required":[236],"by":[240],"five":[241],"orders":[242],"magnitude":[244],"problems":[249],"compromising":[251],"less":[252],"1%":[254],"on":[255]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
