{"id":"https://openalex.org/W4405014289","doi":"https://doi.org/10.1145/3636534.3696728","title":"Environmental-aware Reinforcement Learning-based Scheduler for Trustworthy 6G in the Factory Floor","display_name":"Environmental-aware Reinforcement Learning-based Scheduler for Trustworthy 6G in the Factory Floor","publication_year":2024,"publication_date":"2024-12-04","ids":{"openalex":"https://openalex.org/W4405014289","doi":"https://doi.org/10.1145/3636534.3696728"},"language":"en","primary_location":{"id":"doi:10.1145/3636534.3696728","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3636534.3696728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th Annual International Conference on Mobile Computing and Networking","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/A5072954814","display_name":"Fjolla Ademaj","orcid":"https://orcid.org/0000-0002-3710-7026"},"institutions":[{"id":"https://openalex.org/I4210123126","display_name":"Silicon Austria Labs (Austria)","ror":"https://ror.org/03b1qgn79","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210123126"]}],"countries":["AT"],"is_corresponding":true,"raw_author_name":"Fjolla Ademaj-Berisha","raw_affiliation_strings":["Silicon Austria Labs GmbH, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0002-3710-7026","affiliations":[{"raw_affiliation_string":"Silicon Austria Labs GmbH, Linz, Austria","institution_ids":["https://openalex.org/I4210123126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036093299","display_name":"Roya \ufffcKhanzadeh","orcid":"https://orcid.org/0000-0001-7040-4658"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Roya Khanzadeh","raw_affiliation_strings":["Johannes Kepler University, JKU LIT SAL IWS Lab, Linz, AT"],"raw_orcid":"https://orcid.org/0000-0001-7040-4658","affiliations":[{"raw_affiliation_string":"Johannes Kepler University, JKU LIT SAL IWS Lab, Linz, AT","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013115524","display_name":"Andreas Springer","orcid":"https://orcid.org/0000-0001-8301-5184"},"institutions":[{"id":"https://openalex.org/I121883995","display_name":"Johannes Kepler University of Linz","ror":"https://ror.org/052r2xn60","country_code":"AT","type":"education","lineage":["https://openalex.org/I121883995"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Andreas Springer","raw_affiliation_strings":["Johannes Kepler University Linz, Linz, Austria"],"raw_orcid":"https://orcid.org/0000-0001-8301-5184","affiliations":[{"raw_affiliation_string":"Johannes Kepler University Linz, Linz, Austria","institution_ids":["https://openalex.org/I121883995"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076603217","display_name":"Hans-Peter Bernhard","orcid":"https://orcid.org/0000-0003-4953-1964"},"institutions":[{"id":"https://openalex.org/I4210123126","display_name":"Silicon Austria Labs (Austria)","ror":"https://ror.org/03b1qgn79","country_code":"AT","type":"company","lineage":["https://openalex.org/I4210123126"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Hans-Peter Bernhard","raw_affiliation_strings":["Silicon Austria Labs GmbH & Johannes Kepler University Linz, Linz, AT"],"raw_orcid":"https://orcid.org/0000-0003-4953-1964","affiliations":[{"raw_affiliation_string":"Silicon Austria Labs GmbH & Johannes Kepler University Linz, Linz, AT","institution_ids":["https://openalex.org/I4210123126"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5072954814"],"corresponding_institution_ids":["https://openalex.org/I4210123126"],"apc_list":null,"apc_paid":null,"fwci":0.3787,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.62193198,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2425","last_page":"2429"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9977999925613403,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.9977999925613403,"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/T11458","display_name":"Advanced Wireless Communication Technologies","score":0.9939000010490417,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9876000285148621,"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/reinforcement-learning","display_name":"Reinforcement learning","score":0.7911220788955688},{"id":"https://openalex.org/keywords/trustworthiness","display_name":"Trustworthiness","score":0.7196532487869263},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6815845966339111},{"id":"https://openalex.org/keywords/factory","display_name":"Factory (object-oriented programming)","score":0.6806539297103882},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.2927107810974121},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.24364420771598816},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08313843607902527}],"concepts":[{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7911220788955688},{"id":"https://openalex.org/C153701036","wikidata":"https://www.wikidata.org/wiki/Q659974","display_name":"Trustworthiness","level":2,"score":0.7196532487869263},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6815845966339111},{"id":"https://openalex.org/C40149104","wikidata":"https://www.wikidata.org/wiki/Q5620977","display_name":"Factory (object-oriented programming)","level":2,"score":0.6806539297103882},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.2927107810974121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.24364420771598816},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08313843607902527}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3636534.3696728","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3636534.3696728","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th Annual International Conference on Mobile Computing and Networking","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":11,"referenced_works":["https://openalex.org/W2786802123","https://openalex.org/W2964059763","https://openalex.org/W2965600510","https://openalex.org/W2996766934","https://openalex.org/W2997388317","https://openalex.org/W3134164132","https://openalex.org/W3156298172","https://openalex.org/W3213045530","https://openalex.org/W4206303520","https://openalex.org/W4285266687","https://openalex.org/W4388726679"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2076536433","https://openalex.org/W2390279801","https://openalex.org/W4306904969","https://openalex.org/W4391913857","https://openalex.org/W90316445","https://openalex.org/W2358668433","https://openalex.org/W2384486034"],"abstract_inverted_index":{"6G":[0],"networks":[1],"will":[2],"play":[3],"a":[4,20,50,103],"crucial":[5],"role":[6],"in":[7,43,49,82],"Industry":[8],"4.0":[9],"advancing":[10],"further":[11],"smart":[12],"manufacturing":[13],"and":[14,32,61,79,87,92,107],"trustworthy":[15],"communication.":[16],"This":[17],"paper":[18],"introduces":[19],"reinforcement":[21],"learning":[22],"scheduler":[23],"that":[24,68],"considers":[25],"environmental":[26],"knowledge":[27],"designed":[28],"to":[29,39,102],"improve":[30],"reliability":[31,91],"security":[33,93],"aspects":[34,94],"of":[35,58,84,95,105],"trustworthiness":[36,96],"by":[37],"favoring":[38],"serve":[40],"nodes":[41],"when":[42,97],"line-of-sight.":[44],"We":[45],"evaluate":[46],"the":[47,69,98],"performance":[48],"factory":[51],"floor":[52],"scenario":[53],"for":[54],"two":[55],"different":[56],"heights":[57],"remote-radio":[59],"heads":[60],"various":[62],"blockage":[63],"densities.":[64],"The":[65],"results":[66],"show":[67],"proposed":[70],"method":[71],"outperforms":[72],"traditional":[73],"schedulers":[74],"such":[75],"as":[76],"round":[77],"robin":[78],"proportional":[80],"fair":[81],"terms":[83],"reliability,":[85],"availability":[86],"fairness":[88],"enhancing":[89],"thus":[90],"environment":[99],"is":[100],"prone":[101],"mixture":[104],"line-of-sight":[106],"non-line-of-sight.":[108]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-05-29T09:21:14.243279","created_date":"2025-10-10T00:00:00"}