{"id":"https://openalex.org/W4415293200","doi":"https://doi.org/10.1109/tsipn.2025.3623003","title":"Deep Reinforcement Learning Based Transmission Scheduling for Sensing and Control Coordination","display_name":"Deep Reinforcement Learning Based Transmission Scheduling for Sensing and Control Coordination","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4415293200","doi":"https://doi.org/10.1109/tsipn.2025.3623003"},"language":null,"primary_location":{"id":"doi:10.1109/tsipn.2025.3623003","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsipn.2025.3623003","pdf_url":null,"source":{"id":"https://openalex.org/S4306422866","display_name":"IEEE Transactions on Signal and Information Processing over Networks","issn_l":"2373-776X","issn":["2373-776X","2373-7778"],"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 Transactions on Signal and Information Processing over Networks","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/A5023709785","display_name":"Tiankai Jin","orcid":"https://orcid.org/0009-0008-2759-3412"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tiankai Jin","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038267080","display_name":"Cailian Chen","orcid":"https://orcid.org/0000-0001-6533-8713"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cailian Chen","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024303770","display_name":"Yehan Ma","orcid":"https://orcid.org/0000-0002-8595-1619"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yehan Ma","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xinping Guan","orcid":"https://orcid.org/0000-0003-1858-8538"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinping Guan","raw_affiliation_strings":["Department of Automation, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Automation, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5023709785"],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28780079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":null,"first_page":"1409","last_page":"1421"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.7896999716758728,"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"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.7896999716758728,"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/observability","display_name":"Observability","score":0.6342999935150146},{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.608299970626831},{"id":"https://openalex.org/keywords/controllability","display_name":"Controllability","score":0.570900022983551},{"id":"https://openalex.org/keywords/scheduling","display_name":"Scheduling (production processes)","score":0.5620999932289124},{"id":"https://openalex.org/keywords/gain-scheduling","display_name":"Gain scheduling","score":0.4041000008583069},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.3799999952316284},{"id":"https://openalex.org/keywords/networked-control-system","display_name":"Networked control system","score":0.374099999666214},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.35830000042915344}],"concepts":[{"id":"https://openalex.org/C36299963","wikidata":"https://www.wikidata.org/wiki/Q1369844","display_name":"Observability","level":2,"score":0.6342999935150146},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6255000233650208},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.608299970626831},{"id":"https://openalex.org/C48209547","wikidata":"https://www.wikidata.org/wiki/Q1331104","display_name":"Controllability","level":2,"score":0.570900022983551},{"id":"https://openalex.org/C206729178","wikidata":"https://www.wikidata.org/wiki/Q2271896","display_name":"Scheduling (production processes)","level":2,"score":0.5620999932289124},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.446399986743927},{"id":"https://openalex.org/C97090092","wikidata":"https://www.wikidata.org/wiki/Q764612","display_name":"Gain scheduling","level":3,"score":0.4041000008583069},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.3799999952316284},{"id":"https://openalex.org/C1759631","wikidata":"https://www.wikidata.org/wiki/Q9336345","display_name":"Networked control system","level":3,"score":0.374099999666214},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.35830000042915344},{"id":"https://openalex.org/C107568181","wikidata":"https://www.wikidata.org/wiki/Q5319000","display_name":"Dynamic priority scheduling","level":3,"score":0.3492000102996826},{"id":"https://openalex.org/C108037233","wikidata":"https://www.wikidata.org/wiki/Q11375","display_name":"Wireless network","level":3,"score":0.32739999890327454},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.31209999322891235},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3089999854564667},{"id":"https://openalex.org/C557945733","wikidata":"https://www.wikidata.org/wiki/Q389772","display_name":"Data transmission","level":2,"score":0.30250000953674316},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.30160000920295715},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.28540000319480896},{"id":"https://openalex.org/C40071531","wikidata":"https://www.wikidata.org/wiki/Q2513962","display_name":"Industrial control system","level":3,"score":0.2775999903678894},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.2757999897003174},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2522999942302704}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsipn.2025.3623003","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsipn.2025.3623003","pdf_url":null,"source":{"id":"https://openalex.org/S4306422866","display_name":"IEEE Transactions on Signal and Information Processing over Networks","issn_l":"2373-776X","issn":["2373-776X","2373-7778"],"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 Transactions on Signal and Information Processing over Networks","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1946536485","display_name":null,"funder_award_id":"62432009","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5605764086","display_name":null,"funder_award_id":"62025305","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6076703422","display_name":null,"funder_award_id":"62473254","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8128042501","display_name":null,"funder_award_id":"62303306","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W1804494423","https://openalex.org/W1972770660","https://openalex.org/W2014115142","https://openalex.org/W2024522552","https://openalex.org/W2043807316","https://openalex.org/W2076936031","https://openalex.org/W2113118558","https://openalex.org/W2334556985","https://openalex.org/W2907537824","https://openalex.org/W2962893277","https://openalex.org/W2965238603","https://openalex.org/W2979881298","https://openalex.org/W2984689574","https://openalex.org/W2986074108","https://openalex.org/W2994803162","https://openalex.org/W3016268025","https://openalex.org/W3017275226","https://openalex.org/W3081916982","https://openalex.org/W3127932070","https://openalex.org/W3129691502","https://openalex.org/W3170007158","https://openalex.org/W3187525337","https://openalex.org/W4207008938","https://openalex.org/W4240790602","https://openalex.org/W4285260764","https://openalex.org/W4285288936","https://openalex.org/W4293147453","https://openalex.org/W4313053314","https://openalex.org/W4317987758","https://openalex.org/W4327639513","https://openalex.org/W4385486132","https://openalex.org/W4396817506","https://openalex.org/W4397026360","https://openalex.org/W4404035379","https://openalex.org/W4406457530","https://openalex.org/W4410536631","https://openalex.org/W4410809456"],"related_works":[],"abstract_inverted_index":{"The":[0,167],"information":[1],"interaction":[2],"between":[3],"the":[4,9,16,29,39,43,57,96,100,107,112,126,136,142,158,163,182,187,193,199,202],"distributed":[5],"sensing/actuation":[6],"terminals":[7],"and":[8,20,33,42,65,68,85,111,130,139,146,152,171,207],"edge":[10],"devices":[11],"through":[12,178],"wireless":[13],"networks":[14],"is":[15,35,50,89,122,190],"foundation":[17],"for":[18,31,83,119],"sensing":[19,32,67,84,129,138],"control":[21,34,69,86,131,140,172],"in":[22,91,150],"industrial":[23,194],"cyber-physical":[24],"system":[25,114,184],"(ICPS).":[26],"Jointly":[27],"scheduling":[28,82,165,170],"transmissions":[30],"crucial":[36],"to":[37,53,134,161,180,192],"balancing":[38],"performance":[40,70],"improvement":[41],"consumption":[44],"of":[45,60,76,99,128,144,201],"limited":[46],"resources.":[47],"However,":[48],"this":[49,92],"challenging":[51],"due":[52],"factors":[54],"such":[55],"as":[56,157],"increasing":[58],"complexity":[59],"ICPS,":[61],"time-varying":[62],"network":[63,109],"conditions,":[64],"diverse":[66],"requirements.":[71],"Therefore,":[72],"a":[73,116],"novel":[74],"framework":[75],"deep":[77],"reinforcement":[78],"learning":[79],"(DRL)-based":[80],"transmission":[81,164,169],"coordination":[87],"(DTSSC)":[88],"proposed":[90,188],"work.":[93],"Based":[94],"on":[95],"state":[97,118],"estimation":[98],"nonlinear":[101],"ICPS":[102],"with":[103,198],"partially":[104],"unknown":[105],"dynamics,":[106],"dynamic":[108,168],"state,":[110],"desired":[113,137],"trajectory,":[115],"comprehensive":[117],"DRL":[120,179],"inference":[121],"constructed,":[123],"which":[124],"supports":[125],"representation":[127],"costs.":[132],"Meanwhile,":[133],"guarantee":[135],"performance,":[141],"properties":[143],"observability":[145],"controllability":[147],"are":[148,155,174,213],"analyzed":[149],"detail,":[151],"their":[153],"degrees":[154],"selected":[156],"key":[159],"criteria":[160],"regulate":[162],"space.":[166],"policies":[173],"then":[175],"simultaneously":[176],"trained":[177],"improve":[181],"overall":[183],"performance.":[185],"Finally,":[186],"DTSSC":[189],"applied":[191],"hot":[195],"rolling":[196],"scenario":[197],"support":[200],"constructed":[203],"digital":[204],"twin":[205],"system,":[206],"its":[208],"advantages":[209],"over":[210],"comparison":[211],"methods":[212],"validated.":[214]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-18T00:00:00"}