{"id":"https://openalex.org/W7133775751","doi":"https://doi.org/10.1016/j.jnca.2026.104460","title":"PSO-Enhanced Reinforcement Learning for Resource Allocation in LoRaWAN IoT Network Slicing","display_name":"PSO-Enhanced Reinforcement Learning for Resource Allocation in LoRaWAN IoT Network Slicing","publication_year":2026,"publication_date":"2026-03-05","ids":{"openalex":"https://openalex.org/W7133775751","doi":"https://doi.org/10.1016/j.jnca.2026.104460"},"language":"en","primary_location":{"id":"doi:10.1016/j.jnca.2026.104460","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jnca.2026.104460","pdf_url":null,"source":{"id":"https://openalex.org/S30128005","display_name":"Journal of Network and Computer Applications","issn_l":"1084-8045","issn":["1084-8045","1095-8592"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Network and Computer Applications","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/A5081712715","display_name":"Fatima Zahra Mardi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Fatima Zahra Mardi","raw_affiliation_strings":["Moulay Ismail University, Meknes, Morocco"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Moulay Ismail University, Meknes, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128213316","display_name":"Yassine Hadjadj-Aoul","orcid":null},"institutions":[{"id":"https://openalex.org/I2802519937","display_name":"Institut de Recherche en Informatique et Syst\u00e8mes Al\u00e9atoires","ror":"https://ror.org/00myn0z94","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I205703379","https://openalex.org/I2802204017","https://openalex.org/I2802519937","https://openalex.org/I28221208","https://openalex.org/I4210127572","https://openalex.org/I4210159245","https://openalex.org/I56067802"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Yassine Hadjadj-Aoul","raw_affiliation_strings":["University of Rennes, Inria, IRISA, Rennes, France"],"raw_orcid":"https://orcid.org/0000-0003-4864-4609","affiliations":[{"raw_affiliation_string":"University of Rennes, Inria, IRISA, Rennes, France","institution_ids":["https://openalex.org/I2802519937","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128177972","display_name":"Miloud Bagaa","orcid":null},"institutions":[{"id":"https://openalex.org/I63341726","display_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","ror":"https://ror.org/02xrw9r68","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I63341726"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Miloud Bagaa","raw_affiliation_strings":["Department of Electrical and Computer Engineering, Universit\u00e9 du Qu\u00e9bec, Trois-Rivi\u00e8res, QC, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, Universit\u00e9 du Qu\u00e9bec, Trois-Rivi\u00e8res, QC, Canada","institution_ids":["https://openalex.org/I63341726"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021799532","display_name":"Nabil Benamar","orcid":"https://orcid.org/0000-0002-1804-6977"},"institutions":[{"id":"https://openalex.org/I4210153608","display_name":"Universit\u00e9 Moulay Ismail de Meknes","ror":"https://ror.org/04cnscd67","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210153608"]},{"id":"https://openalex.org/I47844","display_name":"Al Akhawayn University","ror":"https://ror.org/03erkev52","country_code":"MA","type":"education","lineage":["https://openalex.org/I47844"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Nabil Benamar","raw_affiliation_strings":["Al Akhawayn University, Ifrane, Morocco","Moulay Ismail University, Meknes, Morocco"],"raw_orcid":"https://orcid.org/0000-0002-1804-6977","affiliations":[{"raw_affiliation_string":"Al Akhawayn University, Ifrane, Morocco","institution_ids":["https://openalex.org/I47844"]},{"raw_affiliation_string":"Moulay Ismail University, Meknes, Morocco","institution_ids":["https://openalex.org/I4210153608"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5081712715"],"corresponding_institution_ids":["https://openalex.org/I4210153608"],"apc_list":{"value":3140,"currency":"USD","value_usd":3140},"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.2056053,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"250","issue":null,"first_page":"104460","last_page":"104460"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12079","display_name":"IoT Networks and Protocols","score":0.9891999959945679,"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/T12079","display_name":"IoT Networks and Protocols","score":0.9891999959945679,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.0019000000320374966,"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/T13553","display_name":"Age of Information Optimization","score":0.000699999975040555,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/reinforcement-learning","display_name":"Reinforcement learning","score":0.7426000237464905},{"id":"https://openalex.org/keywords/slicing","display_name":"Slicing","score":0.6930999755859375},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.6568999886512756},{"id":"https://openalex.org/keywords/resource-allocation","display_name":"Resource allocation","score":0.6096000075340271},{"id":"https://openalex.org/keywords/resource-management","display_name":"Resource management (computing)","score":0.41929998993873596}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9165999889373779},{"id":"https://openalex.org/C97541855","wikidata":"https://www.wikidata.org/wiki/Q830687","display_name":"Reinforcement learning","level":2,"score":0.7426000237464905},{"id":"https://openalex.org/C2776190703","wikidata":"https://www.wikidata.org/wiki/Q488148","display_name":"Slicing","level":2,"score":0.6930999755859375},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.6568999886512756},{"id":"https://openalex.org/C29202148","wikidata":"https://www.wikidata.org/wiki/Q287260","display_name":"Resource allocation","level":2,"score":0.6096000075340271},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.5094000101089478},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.4562000036239624},{"id":"https://openalex.org/C2780609101","wikidata":"https://www.wikidata.org/wiki/Q17156588","display_name":"Resource management (computing)","level":2,"score":0.41929998993873596},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.39959999918937683},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3084999918937683},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.2556999921798706},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.2515000104904175}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1016/j.jnca.2026.104460","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.jnca.2026.104460","pdf_url":null,"source":{"id":"https://openalex.org/S30128005","display_name":"Journal of Network and Computer Applications","issn_l":"1084-8045","issn":["1084-8045","1095-8592"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Network and Computer Applications","raw_type":"journal-article"},{"id":"pmh:oai:depot-e.uqtr.ca:12961","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400388","display_name":"Le d\u00e9p\u00f4t institutionnel (Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63341726","host_organization_name":"Universit\u00e9 du Qu\u00e9bec \u00e0 Trois-Rivi\u00e8res","host_organization_lineage":["https://openalex.org/I63341726"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2525332113","https://openalex.org/W2614897509","https://openalex.org/W2793519446","https://openalex.org/W2901111720","https://openalex.org/W2963175268","https://openalex.org/W2979501345","https://openalex.org/W2981581559","https://openalex.org/W3001065717","https://openalex.org/W3094736543","https://openalex.org/W3119767207","https://openalex.org/W3181929756","https://openalex.org/W4320002778","https://openalex.org/W4386697014","https://openalex.org/W4388807198","https://openalex.org/W4394997322"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-03-14T06:41:57.775601","created_date":"2026-03-06T00:00:00"}