{"id":"https://openalex.org/W7154883835","doi":null,"title":"T\u00e9cnicas de Aprendizaje Autom\u00e1tico para la detecci\u00f3n de maniobras en sat\u00e9lites GEO","display_name":"T\u00e9cnicas de Aprendizaje Autom\u00e1tico para la detecci\u00f3n de maniobras en sat\u00e9lites GEO","publication_year":2025,"publication_date":"2025-09-01","ids":{"openalex":"https://openalex.org/W7154883835"},"language":"es","primary_location":{"id":"pmh:oai:e-spacio.uned.es:20.500.14468/30323","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.14468/30323","pdf_url":"https://e-spacio.uned.es/bitstreams/10e11a8d-7d87-4cb2-b6dc-9a53ef0c7ac0/download","source":{"id":"https://openalex.org/S7407055166","display_name":"UNED repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"master thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://e-spacio.uned.es/bitstreams/10e11a8d-7d87-4cb2-b6dc-9a53ef0c7ac0/download","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5133919353","display_name":"Jes\u00fas Tirado V\u00e9lez","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Tirado V\u00e9lez, Jes\u00fas","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5133919353"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11701","display_name":"Space Satellite Systems and Control","score":0.9984999895095825,"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/T11701","display_name":"Space Satellite Systems and Control","score":0.9984999895095825,"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/T11082","display_name":"Spacecraft Dynamics and Control","score":0.0005000000237487257,"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/T12717","display_name":"Space exploration and regulation","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/3320","display_name":"Political Science and International Relations"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/maneuver-detection","display_name":"maneuver detection","score":0.9150000214576721},{"id":"https://openalex.org/keywords/geostationary-satellites","display_name":"geostationary satellites","score":0.9879999756813049},{"id":"https://openalex.org/keywords/orbital-data","display_name":"orbital data","score":0.41499999165534973},{"id":"https://openalex.org/keywords/two-line-element-sets","display_name":"two-line element sets","score":0.6669999957084656},{"id":"https://openalex.org/keywords/space-situational-awareness","display_name":"space situational awareness","score":0.8149999976158142},{"id":"https://openalex.org/keywords/convolutional-neural-networks","display_name":"convolutional neural networks","score":0.796999990940094},{"id":"https://openalex.org/keywords/long-short-term-memory","display_name":"long short-term memory","score":0.8560000061988831},{"id":"https://openalex.org/keywords/transformer","display_name":"transformer models","score":0.6140000224113464},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.9589999914169312},{"id":"https://openalex.org/keywords/false-alarm-reduction","display_name":"false alarm reduction","score":0.7620000243186951},{"id":"https://openalex.org/keywords/space-debris","display_name":"space debris","score":0.41600000858306885},{"id":"https://openalex.org/keywords/orbital-collision-risk","display_name":"orbital collision risk","score":0.5839999914169312},{"id":"https://openalex.org/keywords/false-positive-reduction","display_name":"false positive reduction","score":0.3630000054836273}],"concepts":[{"id":"https://openalex.org/C15708023","wikidata":"https://www.wikidata.org/wiki/Q80083","display_name":"Humanities","level":1,"score":0.7613000273704529},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.6471999883651733},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.22439999878406525},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.17409999668598175},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.15209999680519104},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.1437000036239624},{"id":"https://openalex.org/C2777382242","wikidata":"https://www.wikidata.org/wiki/Q6017816","display_name":"Index (typography)","level":2,"score":0.13379999995231628},{"id":"https://openalex.org/C2988224531","wikidata":"https://www.wikidata.org/wiki/Q20830730","display_name":"Network structure","level":2,"score":0.13130000233650208},{"id":"https://openalex.org/C185032368","wikidata":"https://www.wikidata.org/wiki/Q1365243","display_name":"Tropical medicine","level":2,"score":0.11620000004768372},{"id":"https://openalex.org/C3019393901","wikidata":"https://www.wikidata.org/wiki/Q232932","display_name":"Open access publishing","level":2,"score":0.1136000007390976}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:e-spacio.uned.es:20.500.14468/30323","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.14468/30323","pdf_url":"https://e-spacio.uned.es/bitstreams/10e11a8d-7d87-4cb2-b6dc-9a53ef0c7ac0/download","source":{"id":"https://openalex.org/S7407055166","display_name":"UNED repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"master thesis"}],"best_oa_location":{"id":"pmh:oai:e-spacio.uned.es:20.500.14468/30323","doi":null,"is_oa":true,"landing_page_url":"https://hdl.handle.net/20.500.14468/30323","pdf_url":"https://e-spacio.uned.es/bitstreams/10e11a8d-7d87-4cb2-b6dc-9a53ef0c7ac0/download","source":{"id":"https://openalex.org/S7407055166","display_name":"UNED repository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"master thesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7154883835.pdf","grobid_xml":"https://content.openalex.org/works/W7154883835.grobid-xml"},"referenced_works_count":9,"referenced_works":["https://openalex.org/W2046814061","https://openalex.org/W2059253472","https://openalex.org/W2064675550","https://openalex.org/W2094358225","https://openalex.org/W2112796928","https://openalex.org/W2626778328","https://openalex.org/W2921877726","https://openalex.org/W2972777955","https://openalex.org/W4292212550"],"related_works":["https://openalex.org/W7066378553","https://openalex.org/W7216647142","https://openalex.org/W7052429860","https://openalex.org/W7199991535","https://openalex.org/W4402510868","https://openalex.org/W7061538476","https://openalex.org/W4387517598","https://openalex.org/W4388002645","https://openalex.org/W7220866419","https://openalex.org/W4409293433"],"abstract_inverted_index":{"La":[0],"r\u00e1pida":[1],"expansi\u00f3n":[2],"de":[3,10,17,24,29,32,34,43,45,47,52,54,62,84,90,92,97,100,103,111,113,120,122,128,138,149,157,164,181,226,234,242,248,255,268,277,284,297,299,307,321,327],"las":[4,155,265,294],"actividades":[5],"espaciales":[6],"y":[7,21,38,58,80,143,194,197,211,231,324],"la":[8,15,18,55,135,220,224,228,256,305,317,322,325],"proliferaci\u00f3n":[9],"objetos":[11,124],"en":[12,50,246,260,287,310],"\u00f3rbita":[13],"aumentan":[14],"complejidad":[16],"vigilancia":[19,269],"espacial":[20],"el":[22,59,232,240,253],"riesgo":[23],"colisiones,":[25],"lo":[26],"que":[27,274],"requiere":[28],"unas":[30],"capacidades":[31],"detecci\u00f3n":[33,44,165],"maniobras":[35,46,89,156,283],"m\u00e1s":[36],"automatizadas":[37],"robustas.":[39],"Los":[40],"m\u00e9todos":[41],"tradicionales":[42,296],"sat\u00e9lites":[48,93,140],"basados":[49],"comprobaciones":[51],"consistencia":[53],"propagaci\u00f3n":[56],"orbital":[57],"an\u00e1lisis":[60],"estad\u00edstico":[61],"valores":[63],"at\u00edpicos":[64],"con":[65,116,154],"umbrales":[66],"dise\u00f1ados":[67],"manualmente":[68,171],"pueden":[69,280],"tener":[70],"dificultades":[71],"ante":[72],"comportamientos":[73],"an\u00f3malos":[74],"o":[75],"ruidosos.":[76],"Este":[77,271],"trabajo":[78],"propone":[79],"compara":[81],"diferentes":[82],"modelos":[83,180,245,276],"aprendizaje":[85,182,278],"autom\u00e1tico":[86,183,279],"para":[87,133,172,219,258],"detectar":[88],"reposicionamiento":[91,158,285],"GEO":[94,286],"a":[95,264,293,330],"partir":[96],"una":[98],"serie":[99,127],"datos":[101,112,129,150],"temporal":[102,319],"TLEs":[104,121],"p\u00fablicos.":[105],"El":[106,147],"estudio":[107,272,329],"analiza":[108],"un":[109,161,261,291],"conjunto":[110,148],"cinco":[114],"a\u00f1os":[115],"casi":[117],"5":[118],"millones":[119],"1.449":[123],"GEO.":[125],"Esta":[126],"ha":[130,152,169,238],"sido":[131,223],"procesada":[132],"obtener":[134],"posici\u00f3n":[136],"geogr\u00e1fica":[137],"los":[139,206,243,249,275],"(latitud,":[141],"longitud":[142],"altitud)":[144],"muestreada":[145],"diariamente.":[146],"se":[151,168,200,237],"extendido":[153],"etiquetadas":[159],"mediante":[160,208],"sencillo":[162],"algoritmo":[163],"cuya":[166],"salida":[167],"depurado":[170],"suprimir":[173],"falsos":[174],"positivos.":[175],"Se":[176],"han":[177,201,222],"evaluado":[178],"cuatro":[179],"Red":[184],"Neuronal":[185],"Convolucional":[186],"(CNN),":[187],"red":[188],"Long":[189],"Short-Term":[190],"Memory":[191],"(LSTM),":[192],"Transformer":[193],"Random":[195],"Forest\u2014":[196],"sus":[198],"resultados":[199],"comparado":[202,239],"sistem\u00e1ticamente":[203],"tras":[204],"ajustar":[205],"hiperpar\u00e1metros":[207],"grid":[209],"search":[210],"validaci\u00f3n":[212],"cruzada":[213],"(3-fold":[214],").":[215],"Las":[216],"m\u00e9tricas":[217],"empleadas":[218],"comparaci\u00f3n":[221],"matriz":[225],"confusi\u00f3n,":[227],"precisi\u00f3n":[229],"(accuracy)":[230],"tiempo":[233],"entrenamiento.":[235],"Tambi\u00e9n":[236],"rendimiento":[241],"distintos":[244],"funci\u00f3n":[247],"d\u00edas":[250],"transcurridos":[251],"desde":[252],"inicio":[254],"maniobra":[257,323],"evaluarlos":[259],"escenario":[262],"cercano":[263],"operaciones":[266],"rutinarias":[267],"espacial.":[270],"demuestra":[273],"identificar":[281],"eficazmente":[282],"series":[288],"TLE,":[289],"ofreciendo":[290],"complemento":[292],"t\u00e9cnicas":[295],"mantenimiento":[298],"cat\u00e1logo.":[300],"Trabajos":[301],"futuros":[302],"podr\u00edan":[303],"abordar":[304],"reducci\u00f3n":[306],"falsas":[308],"alarmas":[309],"contextos":[311],"operacionales":[312],"como":[313],"\u00e9ste,":[314],"altamente":[315],"desbalanceados,":[316],"localizaci\u00f3n":[318],"precisa":[320],"extrapolaci\u00f3n":[326],"este":[328],"otros":[331],"reg\u00edmenes":[332],"orbitales.":[333]},"counts_by_year":[],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2026-04-19T00:00:00"}