{"id":"https://openalex.org/W4406264869","doi":"https://doi.org/10.1109/wimob61911.2024.10770436","title":"Cellular-Satellite Multi-Connectivity with Link Activation Based on Random Forest Classifier","display_name":"Cellular-Satellite Multi-Connectivity with Link Activation Based on Random Forest Classifier","publication_year":2024,"publication_date":"2024-10-21","ids":{"openalex":"https://openalex.org/W4406264869","doi":"https://doi.org/10.1109/wimob61911.2024.10770436"},"language":"en","primary_location":{"id":"doi:10.1109/wimob61911.2024.10770436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wimob61911.2024.10770436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 20th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://vbn.aau.dk/ws/files/733588602/Seamless_Cellular_Satellite_Multi_connectivity_for_Rural_Areas_Using_Machine_Learning_Copy_7_.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5002151989","display_name":"Poonam Maurya","orcid":"https://orcid.org/0000-0001-6357-1749"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"Poonam Maurya","raw_affiliation_strings":["Aalborg University,Department of Electronic Systems,Denmark"],"affiliations":[{"raw_affiliation_string":"Aalborg University,Department of Electronic Systems,Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089307132","display_name":"Alejandro Ram\u00edrez-Arroyo","orcid":"https://orcid.org/0000-0001-8647-6103"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Alejandro Ram\u00edrez-Arroyo","raw_affiliation_strings":["Aalborg University,Department of Electronic Systems,Denmark"],"affiliations":[{"raw_affiliation_string":"Aalborg University,Department of Electronic Systems,Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010818634","display_name":"Troels B. S\u00f8rensen","orcid":"https://orcid.org/0000-0002-7940-7190"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Troels Bundgaard Sorensen","raw_affiliation_strings":["Aalborg University,Department of Electronic Systems,Denmark"],"affiliations":[{"raw_affiliation_string":"Aalborg University,Department of Electronic Systems,Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5002151989"],"corresponding_institution_ids":["https://openalex.org/I891191580"],"apc_list":null,"apc_paid":null,"fwci":2.792,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.93071023,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"587","last_page":"592"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9797000288963318,"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":0.9797000288963318,"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":0.9448000192642212,"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/random-forest","display_name":"Random forest","score":0.7977536916732788},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7309137582778931},{"id":"https://openalex.org/keywords/link","display_name":"Link (geometry)","score":0.5273229479789734},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5060119032859802},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42060866951942444},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3565586805343628},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3452436923980713},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.31459730863571167}],"concepts":[{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.7977536916732788},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7309137582778931},{"id":"https://openalex.org/C2778753846","wikidata":"https://www.wikidata.org/wiki/Q6554239","display_name":"Link (geometry)","level":2,"score":0.5273229479789734},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5060119032859802},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42060866951942444},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3565586805343628},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3452436923980713},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.31459730863571167}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/wimob61911.2024.10770436","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wimob61911.2024.10770436","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 20th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:publications/bd542142-743c-4794-a890-d44809311389","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/bd542142-743c-4794-a890-d44809311389","pdf_url":"https://vbn.aau.dk/ws/files/733588602/Seamless_Cellular_Satellite_Multi_connectivity_for_Rural_Areas_Using_Machine_Learning_Copy_7_.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Maurya, P, Ram\u00edrez Arroyo, A & S\u00f8rensen, T B 2024, Cellular-Satellite Multi-Connectivity with Link Activation based on Random Forest Classifier. in IEEE International Conference on Wireless and Mobile Computing, Networking And Communications (WiMob) 2024., 10770436, IEEE (Institute of Electrical and Electronics Engineers), IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), pp. 587-592, 2024 20th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), 21/10/2024. https://doi.org/10.1109/WiMob61911.2024.10770436","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:zenodo.org:14800828","is_oa":true,"landing_page_url":"https://doi.org/10.1109/WiMob61911.2024.10770436","pdf_url":null,"source":{"id":"https://openalex.org/S4306400562","display_name":"Zenodo (CERN European Organization for Nuclear Research)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67311998","host_organization_name":"European Organization for Nuclear Research","host_organization_lineage":["https://openalex.org/I67311998"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"WiMob, International Conference on Wireless and Mobile Computing, Networking and Communications, Paris, France, 21-23 October 2024","raw_type":"info:eu-repo/semantics/conferencePaper"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:publications/bd542142-743c-4794-a890-d44809311389","is_oa":true,"landing_page_url":"https://vbn.aau.dk/da/publications/bd542142-743c-4794-a890-d44809311389","pdf_url":"https://vbn.aau.dk/ws/files/733588602/Seamless_Cellular_Satellite_Multi_connectivity_for_Rural_Areas_Using_Machine_Learning_Copy_7_.pdf","source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Maurya, P, Ram\u00edrez Arroyo, A & S\u00f8rensen, T B 2024, Cellular-Satellite Multi-Connectivity with Link Activation based on Random Forest Classifier. in IEEE International Conference on Wireless and Mobile Computing, Networking And Communications (WiMob) 2024., 10770436, IEEE (Institute of Electrical and Electronics Engineers), IEEE International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), pp. 587-592, 2024 20th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), 21/10/2024. https://doi.org/10.1109/WiMob61911.2024.10770436","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1664815686","display_name":null,"funder_award_id":"101060881","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2766541535","display_name":null,"funder_award_id":"101060881","funder_id":"https://openalex.org/F4320334322","funder_display_name":"HORIZON EUROPE Framework Programme"},{"id":"https://openalex.org/G8318064016","display_name":null,"funder_award_id":"Horizon","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320334322","display_name":"HORIZON EUROPE Framework Programme","ror":null}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4406264869.pdf","grobid_xml":"https://content.openalex.org/works/W4406264869.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W3193043704","https://openalex.org/W4386259002","https://openalex.org/W1546989560","https://openalex.org/W1518185400","https://openalex.org/W3171520305","https://openalex.org/W3200586296","https://openalex.org/W1924178503","https://openalex.org/W3135126032","https://openalex.org/W4394984040","https://openalex.org/W2889302474"],"abstract_inverted_index":{"In":[0,115],"the":[1,4,24,43,69,75,81,90,106,128,133,140,153,165,185],"context":[2],"of":[3,26,68,132,143,178,187,194,204],"Horizon":[5],"Europe":[6],"COMMECT":[7,134],"project,":[8],"we":[9,46,121],"seek":[10],"to":[11,58,73,80,84,89,105,170,191],"develop":[12],"a":[13,53,175],"multi-connectivity":[14,44],"solution":[15,126,183],"that":[16,123],"intelligently":[17],"integrates":[18],"cellular":[19,82,144,166],"and":[20,62,146],"satellite":[21,63,76,147],"networks":[22,145],"for":[23,201],"purpose":[25],"monitoring":[27,193],"livestock":[28,195],"transport":[29],"in":[30,42,78,96,136],"rural":[31,97],"regions,":[32],"where":[33],"5G":[34,61,101,206],"coverage":[35],"is":[36,71,150,168],"limited.":[37],"To":[38],"achieve":[39],"seamless":[40,129],"connection":[41,87],"solution,":[45],"use":[47],"machine":[48],"learning":[49],"(ML)":[50],"based":[51,156],"on":[52,157],"Random":[54],"Forest":[55],"(RF)":[56],"classifier":[57,70],"efficiently":[59],"integrate":[60],"links.":[64,148],"The":[65,103,181],"binary":[66],"output":[67],"used":[72],"activate":[74],"link,":[77,83],"addition":[79],"ensure":[85],"uninterrupted":[86],"according":[88],"targeted":[91],"performance":[92,112],"criteria,":[93],"often":[94],"necessary":[95],"areas":[98],"with":[99,174],"limited":[100,205],"coverage.":[102],"input":[104],"ML":[107],"model":[108],"are":[109],"radio-related":[110],"key":[111],"indicators":[113],"(KPIs).":[114],"our":[116,124],"emulation,":[117],"using":[118],"experimental":[119],"data,":[120],"demonstrate":[122],"proposed":[125,182],"fulfills":[127],"connectivity":[130],"requirements":[131],"project":[135],"most":[137],"cases":[138],"through":[139],"combined":[141],"utilization":[142],"This":[149],"achievable":[151],"because":[152],"RF":[154],"classifier,":[155],"pre-processed":[158],"radio":[159],"KPIs,":[160],"can":[161],"accurately":[162],"predict":[163],"when":[164],"network":[167],"unable":[169],"provide":[171],"satisfactory":[172],"service":[173],"success":[176],"rate":[177],"94.3":[179],"%.":[180],"achieves":[184],"level":[186],"application":[188],"throughput":[189],"required":[190],"support":[192],"transport,":[196],"thereby":[197],"advancing":[198],"communication":[199],"systems":[200],"various":[202],"scenarios":[203],"connectivity.":[207]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
