{"id":"https://openalex.org/W2803048655","doi":"https://doi.org/10.1109/lwc.2018.2826543","title":"Adaptive Time Window Linear Regression for Outage Prediction in Q/V Band Satellite Systems","display_name":"Adaptive Time Window Linear Regression for Outage Prediction in Q/V Band Satellite Systems","publication_year":2018,"publication_date":"2018-04-13","ids":{"openalex":"https://openalex.org/W2803048655","doi":"https://doi.org/10.1109/lwc.2018.2826543","mag":"2803048655"},"language":"en","primary_location":{"id":"doi:10.1109/lwc.2018.2826543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2018.2826543","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","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/A5020057627","display_name":"Tomaso de Cola","orcid":"https://orcid.org/0000-0003-0509-8521"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tomaso De Cola","raw_affiliation_strings":["German Aerospace Centre, DLR, Oberpfaffenhofen, We\u03b2ling, Germany"],"affiliations":[{"raw_affiliation_string":"German Aerospace Centre, DLR, Oberpfaffenhofen, We\u03b2ling, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030029772","display_name":"Maurizio Mongelli","orcid":"https://orcid.org/0000-0001-6201-6225"},"institutions":[{"id":"https://openalex.org/I4210100607","display_name":"Institute of Electronics, Computer and Telecommunication Engineering","ror":"https://ror.org/00n4jbh84","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Maurizio Mongelli","raw_affiliation_strings":["National Research Council of Italy, Institute of Electronics, Computer and Telecommunication Engineering, Genoa, Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy, Institute of Electronics, Computer and Telecommunication Engineering, Genoa, Italy","institution_ids":["https://openalex.org/I4210100607","https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5020057627"],"corresponding_institution_ids":["https://openalex.org/I2898391981"],"apc_list":null,"apc_paid":null,"fwci":6.6539,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.96186883,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"5","first_page":"808","last_page":"811"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12042","display_name":"Satellite Communication Systems","score":0.9979000091552734,"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":0.9979000091552734,"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/T10148","display_name":"Advanced MIMO Systems Optimization","score":0.989799976348877,"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":0.9872000217437744,"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":0.5666123032569885},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5543258190155029},{"id":"https://openalex.org/keywords/communications-satellite","display_name":"Communications satellite","score":0.5511927604675293},{"id":"https://openalex.org/keywords/linear-regression","display_name":"Linear regression","score":0.4915076196193695},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.44447433948516846},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.28947681188583374},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2057017982006073},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.12999200820922852},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.10667049884796143}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5666123032569885},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5543258190155029},{"id":"https://openalex.org/C121308736","wikidata":"https://www.wikidata.org/wiki/Q149918","display_name":"Communications satellite","level":3,"score":0.5511927604675293},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.4915076196193695},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.44447433948516846},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.28947681188583374},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2057017982006073},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.12999200820922852},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.10667049884796143},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lwc.2018.2826543","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lwc.2018.2826543","pdf_url":null,"source":{"id":"https://openalex.org/S2500830676","display_name":"IEEE Wireless Communications Letters","issn_l":"2162-2337","issn":["2162-2337","2162-2345"],"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 Wireless Communications Letters","raw_type":"journal-article"},{"id":"pmh:oai:elib.dlr.de:120891","is_oa":false,"landing_page_url":"https://elib.dlr.de/120891/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Zeitschriftenbeitrag"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1975827507","https://openalex.org/W1996982440","https://openalex.org/W1997631832","https://openalex.org/W2024089567","https://openalex.org/W2071460053","https://openalex.org/W2086265313","https://openalex.org/W2122268476","https://openalex.org/W2296319761","https://openalex.org/W2496416644","https://openalex.org/W2533333583","https://openalex.org/W2791530792","https://openalex.org/W2797532987","https://openalex.org/W4250589301","https://openalex.org/W6748723615"],"related_works":["https://openalex.org/W2312515410","https://openalex.org/W4206958678","https://openalex.org/W3034760060","https://openalex.org/W2531015027","https://openalex.org/W1973318355","https://openalex.org/W4220781584","https://openalex.org/W2349745058","https://openalex.org/W2373343648","https://openalex.org/W2349322652","https://openalex.org/W2341560085"],"abstract_inverted_index":{"Accurate":[0],"prediction":[1,51],"of":[2,7,65],"link":[3,48],"outage":[4,49],"events":[5],"is":[6],"paramount":[8],"importance":[9],"in":[10,20],"very":[11],"high":[12],"throughput":[13],"satellite":[14],"systems":[15],"with":[16,38],"feeder":[17,47],"links":[18],"operating":[19],"Q/V":[21],"frequency":[22],"bands,":[23],"where":[24],"severe":[25],"propagation":[26],"impairments":[27],"(e.g.,":[28,81],"rain":[29],"fading)":[30],"can":[31],"dramatically":[32],"hamper":[33],"data":[34],"communications.":[35],"To":[36],"cope":[37],"these":[39],"performance":[40,60],"degradations,":[41],"this":[42],"letter":[43],"proposes":[44],"a":[45],"novel":[46],"event":[50],"scheme":[52],"based":[53],"on":[54],"time-adaptive":[55],"linear":[56],"regression.":[57],"The":[58],"conducted":[59],"analysis":[61],"proves":[62],"the":[63,66,78],"validity":[64],"proposed":[67],"concept":[68],"and":[69],"its":[70],"superiority":[71],"over":[72],"other":[73],"candidate":[74],"solutions":[75],"available":[76],"from":[77],"current":[79],"literature":[80],"probabilistic":[82],"prediction).":[83]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}