{"id":"https://openalex.org/W4411639808","doi":"https://doi.org/10.1109/jiot.2025.3578093","title":"Harnessing Autoencoder-Based Power Allocation for Direct-to-Satellite IoT","display_name":"Harnessing Autoencoder-Based Power Allocation for Direct-to-Satellite IoT","publication_year":2025,"publication_date":"2025-06-25","ids":{"openalex":"https://openalex.org/W4411639808","doi":"https://doi.org/10.1109/jiot.2025.3578093"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3578093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3578093","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/A5038446422","display_name":"Shiva Raj Pokhrel","orcid":"https://orcid.org/0000-0001-5819-765X"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Shiva Raj Pokhrel","raw_affiliation_strings":["IoT and SE Research Laboratory, School of IT, Deakin University, Melbourne, Australia","School of IT, IoT and SE Research Lab, Deakin University, Australia"],"raw_orcid":"https://orcid.org/0000-0001-5819-765X","affiliations":[{"raw_affiliation_string":"IoT and SE Research Laboratory, School of IT, Deakin University, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"School of IT, IoT and SE Research Lab, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004434094","display_name":"S. Aslam","orcid":"https://orcid.org/0000-0002-5840-0547"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Sohaib Aslam","raw_affiliation_strings":["IoT and SE Research Laboratory, School of IT, Deakin University, Melbourne, Australia","School of IT, IoT and SE Research Lab, Deakin University, Australia"],"raw_orcid":"https://orcid.org/0000-0002-5840-0547","affiliations":[{"raw_affiliation_string":"IoT and SE Research Laboratory, School of IT, Deakin University, Melbourne, Australia","institution_ids":["https://openalex.org/I149704539"]},{"raw_affiliation_string":"School of IT, IoT and SE Research Lab, Deakin University, Australia","institution_ids":["https://openalex.org/I149704539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020975697","display_name":"Moayad Aloqaily","orcid":"https://orcid.org/0000-0003-2443-7234"},"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":"Moayad Aloqaily","raw_affiliation_strings":["Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE","Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE"],"raw_orcid":"https://orcid.org/0000-0003-2443-7234","affiliations":[{"raw_affiliation_string":"Machine Learning Department, Mohamed Bin Zayed University of Artificial Intelligence, Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]},{"raw_affiliation_string":"Mohamed Bin Zayed University of Artificial Intelligence (MBZUAI), Abu Dhabi, UAE","institution_ids":["https://openalex.org/I4210113480"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17748037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":"18","first_page":"36834","last_page":"36841"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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/T12042","display_name":"Satellite Communication Systems","score":0.9940000176429749,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.9757999777793884,"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/T10575","display_name":"Wireless Communication Networks Research","score":0.9678999781608582,"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/computer-science","display_name":"Computer science","score":0.7681863307952881},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.7634122967720032},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.6214960217475891},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.49084168672561646},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4501039683818817},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.24292999505996704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20368430018424988},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.10613784193992615},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.08609083294868469}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7681863307952881},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.7634122967720032},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.6214960217475891},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.49084168672561646},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4501039683818817},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.24292999505996704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20368430018424988},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.10613784193992615},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.08609083294868469},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3578093","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3578093","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":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W2083254576","https://openalex.org/W2096222424","https://openalex.org/W2133654816","https://openalex.org/W2891898020","https://openalex.org/W2906551017","https://openalex.org/W2911323097","https://openalex.org/W2977524535","https://openalex.org/W2984423829","https://openalex.org/W3089248281","https://openalex.org/W3136061407","https://openalex.org/W3156226273","https://openalex.org/W3179009693","https://openalex.org/W3192297496","https://openalex.org/W4223968569","https://openalex.org/W4292492363","https://openalex.org/W4293660993","https://openalex.org/W4313420878","https://openalex.org/W4323065858","https://openalex.org/W4387458412","https://openalex.org/W4388755980","https://openalex.org/W4391454554","https://openalex.org/W4396753499","https://openalex.org/W4401433452","https://openalex.org/W4401507688","https://openalex.org/W4402978359","https://openalex.org/W4408918479"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W2159052453","https://openalex.org/W3131327266","https://openalex.org/W2734887215","https://openalex.org/W2803255133","https://openalex.org/W4297051394"],"abstract_inverted_index":{"Direct-to-satellite":[0],"IoT":[1],"(DtSIoT)":[2],"enables":[3],"scalable,":[4],"global":[5],"connectivity":[6],"for":[7,72],"diverse":[8],"applications":[9],"by":[10],"leveraging":[11],"LEO":[12],"satellites":[13],"and":[14,65],"Non-Orthogonal":[15],"Multiple":[16],"Access":[17],"to":[18,51],"support":[19],"massive":[20],"device":[21],"access":[22],"with":[23],"heterogeneous":[24],"QoS":[25],"needs.":[26],"However,":[27],"efficient":[28],"resource":[29,74],"allocation":[30,54],"remains":[31],"a":[32,40,69],"key":[33],"challenge.":[34],"To":[35],"address":[36],"this,":[37],"we":[38],"propose":[39],"Deep":[41],"AutoEncoder-based":[42],"Model":[43],"Predictive":[44],"Controller":[45],"(DAE-MPC)":[46],"that":[47,60],"learns":[48],"system":[49],"dynamics":[50],"optimize":[52],"power":[53],"in":[55,76],"real-time.":[56],"Simulation":[57],"results":[58],"show":[59],"DAE-MPC":[61],"improves":[62],"transmission":[63],"efficiency":[64],"reduces":[66],"latency,":[67],"offering":[68],"robust":[70],"solution":[71],"intelligent":[73],"management":[75],"DtSIoT":[77],"networks1.":[78]},"counts_by_year":[],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
