{"id":"https://openalex.org/W4287219375","doi":"https://doi.org/10.3390/s22155522","title":"Reliable Aerial Mobile Communications with RSRP & RSRQ Prediction Models for the Internet of Drones: A Machine Learning Approach","display_name":"Reliable Aerial Mobile Communications with RSRP & RSRQ Prediction Models for the Internet of Drones: A Machine Learning Approach","publication_year":2022,"publication_date":"2022-07-24","ids":{"openalex":"https://openalex.org/W4287219375","doi":"https://doi.org/10.3390/s22155522","pmid":"https://pubmed.ncbi.nlm.nih.gov/35898026"},"language":"en","primary_location":{"id":"doi:10.3390/s22155522","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22155522","pdf_url":"https://www.mdpi.com/1424-8220/22/15/5522/pdf?version=1658714958","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/15/5522/pdf?version=1658714958","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063798307","display_name":"Mehran Behjati","orcid":"https://orcid.org/0000-0001-8380-057X"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Mehran Behjati","raw_affiliation_strings":["Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-8380-057X","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078068844","display_name":"Muhammad Aidiel Zulkifley","orcid":"https://orcid.org/0000-0002-5545-6801"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Muhammad Aidiel Zulkifley","raw_affiliation_strings":["Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-5545-6801","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051849636","display_name":"Haider A. H. Alobaidy","orcid":"https://orcid.org/0000-0003-4461-3039"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Haider A. H. Alobaidy","raw_affiliation_strings":["Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-4461-3039","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060844784","display_name":"Rosdiadee Nordin","orcid":"https://orcid.org/0000-0001-9254-2023"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Rosdiadee Nordin","raw_affiliation_strings":["Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia"],"raw_orcid":"https://orcid.org/0000-0001-9254-2023","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080151430","display_name":"Nor Fadzilah Abdullah","orcid":"https://orcid.org/0000-0002-6593-5603"},"institutions":[{"id":"https://openalex.org/I885383172","display_name":"National University of Malaysia","ror":"https://ror.org/00bw8d226","country_code":"MY","type":"education","lineage":["https://openalex.org/I885383172"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Nor Fadzilah Abdullah","raw_affiliation_strings":["Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-6593-5603","affiliations":[{"raw_affiliation_string":"Department of Electrical, Electronics and Systems Engineering, Faculty of Engineering and Built Environment, Universiti Kebangsaan Malaysia, Bangi 43600, Malaysia","institution_ids":["https://openalex.org/I885383172"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5060844784"],"corresponding_institution_ids":["https://openalex.org/I885383172"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2673},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2673},"fwci":15.7875,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.98647204,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"22","issue":"15","first_page":"5522","last_page":"5522"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"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/T11133","display_name":"UAV Applications and Optimization","score":0.9998999834060669,"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/T10936","display_name":"Millimeter-Wave Propagation and Modeling","score":0.9945999979972839,"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/T13121","display_name":"Radio Wave Propagation Studies","score":0.9812999963760376,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.8246591091156006},{"id":"https://openalex.org/keywords/cellular-network","display_name":"Cellular network","score":0.6953635215759277},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.6041377782821655},{"id":"https://openalex.org/keywords/base-station","display_name":"Base station","score":0.5883625745773315},{"id":"https://openalex.org/keywords/cellular-communication","display_name":"Cellular communication","score":0.5039328932762146},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.5002343654632568},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48530954122543335},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4758833944797516},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3505210280418396},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3172667622566223},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.26307806372642517},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.21140360832214355}],"concepts":[{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.8246591091156006},{"id":"https://openalex.org/C153646914","wikidata":"https://www.wikidata.org/wiki/Q535695","display_name":"Cellular network","level":2,"score":0.6953635215759277},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.6041377782821655},{"id":"https://openalex.org/C68649174","wikidata":"https://www.wikidata.org/wiki/Q1379116","display_name":"Base station","level":2,"score":0.5883625745773315},{"id":"https://openalex.org/C30436405","wikidata":"https://www.wikidata.org/wiki/Q210973","display_name":"Cellular communication","level":3,"score":0.5039328932762146},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.5002343654632568},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48530954122543335},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4758833944797516},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3505210280418396},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3172667622566223},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.26307806372642517},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.21140360832214355},{"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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000088722","descriptor_name":"Unmanned Aerial Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000088722","descriptor_name":"Unmanned Aerial Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000088722","descriptor_name":"Unmanned Aerial Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000401","descriptor_name":"Aircraft","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000401","descriptor_name":"Aircraft","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000401","descriptor_name":"Aircraft","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D003142","descriptor_name":"Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003142","descriptor_name":"Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D003142","descriptor_name":"Communication","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D020407","descriptor_name":"Internet","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22155522","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22155522","pdf_url":"https://www.mdpi.com/1424-8220/22/15/5522/pdf?version=1658714958","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35898026","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35898026","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:d38c3a64eceb4ced958a6adb6a9553d0","is_oa":true,"landing_page_url":"https://doaj.org/article/d38c3a64eceb4ced958a6adb6a9553d0","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 15, p 5522 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/15/5522/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22155522","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 15; Pages: 5522","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9331756","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9331756","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22155522","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22155522","pdf_url":"https://www.mdpi.com/1424-8220/22/15/5522/pdf?version=1658714958","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.4399999976158142,"display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1081416346","display_name":null,"funder_award_id":"DIP-2019-014","funder_id":"https://openalex.org/F4320322699","funder_display_name":"Universiti Kebangsaan Malaysia"},{"id":"https://openalex.org/G886061144","display_name":null,"funder_award_id":"DPK-2020-014","funder_id":"https://openalex.org/F4320322699","funder_display_name":"Universiti Kebangsaan Malaysia"}],"funders":[{"id":"https://openalex.org/F4320322699","display_name":"Universiti Kebangsaan Malaysia","ror":"https://ror.org/00bw8d226"},{"id":"https://openalex.org/F4320338075","display_name":"Core Research for Evolutional Science and Technology","ror":"https://ror.org/00097mb19"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4287219375.pdf","grobid_xml":"https://content.openalex.org/works/W4287219375.grobid-xml"},"referenced_works_count":33,"referenced_works":["https://openalex.org/W236943843","https://openalex.org/W2028111202","https://openalex.org/W2621151963","https://openalex.org/W2757297875","https://openalex.org/W2758233612","https://openalex.org/W2785607814","https://openalex.org/W2790620187","https://openalex.org/W2794745926","https://openalex.org/W2797042082","https://openalex.org/W2808107230","https://openalex.org/W2889655092","https://openalex.org/W2901515297","https://openalex.org/W2918636900","https://openalex.org/W2950604226","https://openalex.org/W2955013971","https://openalex.org/W2955503250","https://openalex.org/W2962691117","https://openalex.org/W2963899602","https://openalex.org/W2964010262","https://openalex.org/W2968239902","https://openalex.org/W2982629093","https://openalex.org/W2983056308","https://openalex.org/W2999507196","https://openalex.org/W3042756018","https://openalex.org/W3082862175","https://openalex.org/W3106203633","https://openalex.org/W3154279060","https://openalex.org/W3187035798","https://openalex.org/W4212937543","https://openalex.org/W4226379933","https://openalex.org/W4230709573","https://openalex.org/W6752662720","https://openalex.org/W6756604635"],"related_works":["https://openalex.org/W2303288554","https://openalex.org/W2029216794","https://openalex.org/W4386698331","https://openalex.org/W1579876584","https://openalex.org/W2047225036","https://openalex.org/W2138314731","https://openalex.org/W3158483886","https://openalex.org/W2029263917","https://openalex.org/W2093207996","https://openalex.org/W3033750547"],"abstract_inverted_index":{"The":[0,156,185],"unmanned":[1,24],"aerial":[2,77,137,166],"vehicle":[3],"(UAV)":[4],"industry":[5],"is":[6],"moving":[7],"toward":[8],"beyond":[9],"visual":[10],"line":[11],"of":[12,20,51,55,75,151,161,198],"sight":[13],"(BVLOS)":[14],"operations":[15],"to":[16,93],"unlock":[17],"future":[18],"internet":[19],"drones":[21],"applications,":[22],"including":[23],"environmental":[25],"monitoring":[26],"and":[27,33,65,100,113,142,153,180,182,193,201],"long-range":[28],"delivery":[29],"services.":[30],"A":[31],"reliable":[32],"ubiquitous":[34],"mobile":[35],"communication":[36],"link":[37],"plays":[38],"a":[39,120,127,132,149],"vital":[40],"role":[41],"in":[42,126,164],"ensuring":[43],"flight":[44,183],"safety.":[45],"Cellular":[46],"networks":[47,62],"are":[48,63],"considered":[49],"one":[50],"the":[52,59,73,80,108,136,143,159,175,178,190],"main":[53],"enablers":[54],"BVLOS":[56],"operations.":[57],"However,":[58],"existing":[60],"cellular":[61,82],"designed":[64],"optimized":[66],"for":[67,204],"terrestrial":[68,81,162],"use":[69],"cases.":[70],"To":[71],"investigate":[72],"reliability":[74],"provided":[76],"coverage":[78,138,167],"by":[79],"base":[83],"stations":[84],"(BSs),":[85],"this":[86,117],"article":[87],"proposes":[88],"six":[89],"machine":[90],"learning-based":[91],"models":[92,195],"predict":[94],"reference":[95,101],"signal":[96,102],"received":[97,103],"power":[98],"(RSRP)":[99],"quality":[104],"(RSRQ)":[105],"based":[106],"on":[107,174],"multiple":[109],"linear":[110],"regression,":[111],"polynomial,":[112],"logarithmic":[114],"methods.":[115],"In":[116],"regard,":[118],"first,":[119],"UAV-to-BS":[121],"measurement":[122],"campaign":[123],"was":[124,139],"conducted":[125],"4G":[128],"LTE":[129],"network":[130],"within":[131],"suburban":[133],"environment.":[134],"Then,":[135],"statistically":[140],"analyzed":[141],"prediction":[144],"methods":[145],"were":[146],"developed":[147],"as":[148],"function":[150],"distance":[152,176],"elevation":[154],"angle.":[155],"results":[157],"reveal":[158],"capability":[160],"BSs":[163],"providing":[165],"under":[168],"some":[169],"circumstances,":[170],"which":[171],"mainly":[172],"depends":[173],"between":[177],"UAV":[179],"BS":[181],"height.":[184],"performance":[186],"evaluation":[187],"shows":[188],"that":[189],"proposed":[191],"RSRP":[192],"RSRQ":[194],"achieved":[196],"RMSE":[197],"4.37":[199],"dBm":[200],"2.71":[202],"dB":[203],"testing":[205],"samples,":[206],"respectively.":[207]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":14},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2022-07-25T00:00:00"}