{"id":"https://openalex.org/W4361986852","doi":"https://doi.org/10.1109/jiot.2023.3263687","title":"Modal-Aware Resource Allocation for Cross-Modal Collaborative Communication in IIoT","display_name":"Modal-Aware Resource Allocation for Cross-Modal Collaborative Communication in IIoT","publication_year":2023,"publication_date":"2023-03-31","ids":{"openalex":"https://openalex.org/W4361986852","doi":"https://doi.org/10.1109/jiot.2023.3263687"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2023.3263687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3263687","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Internet of Things Journal","raw_type":"journal-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/A5100760718","display_name":"Mingkai Chen","orcid":"https://orcid.org/0000-0002-8826-2587"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mingkai Chen","raw_affiliation_strings":["Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071653663","display_name":"Lindong Zhao","orcid":"https://orcid.org/0000-0001-6827-6968"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lindong Zhao","raw_affiliation_strings":["Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100379139","display_name":"Jianxin Chen","orcid":"https://orcid.org/0000-0001-6204-1121"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianxin Chen","raw_affiliation_strings":["Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040173124","display_name":"Xin Wei","orcid":"https://orcid.org/0000-0001-6183-2298"},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wei","raw_affiliation_strings":["Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Nanjing University of Posts and Telecommunications, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Broadband Wireless Communication and Sensor Network Technology, Nanjing University of Posts and Telecommunications, Nanjing, China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057916222","display_name":"Mohsen Guizani","orcid":"https://orcid.org/0000-0002-8972-8094"},"institutions":[{"id":"https://openalex.org/I4210113480","display_name":"Mohamed bin Zayed University of Artificial Intelligence","ror":"https://ror.org/0258gkt32","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210113480"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Mohsen Guizani","raw_affiliation_strings":["Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE"],"affiliations":[{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100760718"],"corresponding_institution_ids":["https://openalex.org/I41198531"],"apc_list":null,"apc_paid":null,"fwci":3.21,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.92191938,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"10","issue":"17","first_page":"14952","last_page":"14964"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9977999925613403,"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/T10080","display_name":"Energy Efficient Wireless Sensor Networks","score":0.9977999925613403,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9966999888420105,"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/T13382","display_name":"Robotics and Automated Systems","score":0.9954000115394592,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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":0.8119258880615234},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.6835096478462219},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.5412049293518066},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.49915647506713867},{"id":"https://openalex.org/keywords/resource","display_name":"Resource (disambiguation)","score":0.4106360375881195},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.3243277668952942}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8119258880615234},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6835096478462219},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.5412049293518066},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.49915647506713867},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.4106360375881195},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.3243277668952942},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2023.3263687","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2023.3263687","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1543307117","display_name":null,"funder_award_id":"62231017","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1762180574","display_name":null,"funder_award_id":"NY220070","funder_id":"https://openalex.org/F4320323268","funder_display_name":"Nanjing University of Posts and Telecommunications"},{"id":"https://openalex.org/G3898963269","display_name":null,"funder_award_id":"62001246","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7729923858","display_name":null,"funder_award_id":"62001248","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8969407370","display_name":null,"funder_award_id":"62071254","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323268","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1858971318","https://openalex.org/W2800269589","https://openalex.org/W2800508707","https://openalex.org/W2891706676","https://openalex.org/W2892483155","https://openalex.org/W2895615608","https://openalex.org/W2898438902","https://openalex.org/W2902319104","https://openalex.org/W2949582505","https://openalex.org/W2963087134","https://openalex.org/W2982520389","https://openalex.org/W2989788448","https://openalex.org/W2997309903","https://openalex.org/W2997499903","https://openalex.org/W3015613093","https://openalex.org/W3021720251","https://openalex.org/W3035516727","https://openalex.org/W3083426656","https://openalex.org/W3090615085","https://openalex.org/W3101927978","https://openalex.org/W3128401049","https://openalex.org/W3169580390","https://openalex.org/W3169707757","https://openalex.org/W3195892515","https://openalex.org/W3203929423","https://openalex.org/W4294691151","https://openalex.org/W4296473441"],"related_works":["https://openalex.org/W2923452570","https://openalex.org/W206598027","https://openalex.org/W2978610750","https://openalex.org/W2022931285","https://openalex.org/W1589966275","https://openalex.org/W2086872282","https://openalex.org/W2137789903","https://openalex.org/W2138781885","https://openalex.org/W2153007255","https://openalex.org/W2362797233"],"abstract_inverted_index":{"With":[0],"the":[1,29,81,107,110,129,141],"development":[2],"of":[3,32,58,70,83,112,144],"human\u2013machine":[4],"interactions,":[5],"users":[6],"are":[7],"increasingly":[8],"evolving":[9],"toward":[10],"an":[11,25],"immersion":[12],"experience":[13],"with":[14],"multidimensional":[15],"stimuli.":[16],"Facing":[17],"this":[18,36],"trend,":[19],"cross-modal":[20,52,166],"collaborative":[21,53,167],"communication":[22,54],"is":[23,96,137],"considered":[24],"effective":[26],"technology":[27],"in":[28,51,128,165],"Industrial":[30],"Internet":[31],"Things":[33],"(IIoT).":[34],"In":[35],"article,":[37],"we":[38,65,87,105,119],"focus":[39],"on":[40],"open":[41],"issues":[42],"about":[43],"resource":[44,72,93],"reuse,":[45],"pair":[46],"interactivity,":[47],"and":[48,61,115,162],"user":[49],"assurance":[50],"to":[55,74,91,139],"improve":[56],"Quality":[57],"Service":[59],"(QoS)":[60],"users\u2019":[62],"satisfaction.":[63],"Therefore,":[64],"propose":[66,120],"a":[67,99,121,133],"novel":[68],"architecture":[69],"modal-aware":[71],"allocation":[73],"solve":[75],"these":[76],"contradictions.":[77],"First,":[78],"taking":[79],"all":[80],"characteristics":[82],"multimodal":[84],"into":[85],"account,":[86],"introduce":[88],"network":[89],"slices":[90],"visualize":[92],"allocation,":[94],"which":[95],"modeled":[97],"as":[98],"Markov":[100],"decision":[101],"process":[102],"(MDP).":[103],"Second,":[104],"decompose":[106],"problem":[108],"by":[109],"transformation":[111],"probabilistic":[113],"constraint":[114],"Lyapunov":[116],"Optimization.":[117],"Third,":[118],"deep":[122],"reinforcement":[123],"learning":[124],"(DRL)":[125],"decentralized":[126,160],"method":[127,155],"dynamic":[130],"environment.":[131],"Meanwhile,":[132],"federated":[134],"DRL":[135,146],"framework":[136],"provided":[138],"overcome":[140],"training":[142],"limitations":[143],"local":[145],"models.":[147],"Finally,":[148],"numerical":[149],"results":[150],"demonstrate":[151],"that":[152],"our":[153],"proposed":[154],"performs":[156],"better":[157],"than":[158],"other":[159],"methods":[161],"achieves":[163],"superiority":[164],"communications.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}