{"id":"https://openalex.org/W4386163772","doi":"https://doi.org/10.2514/1.i011232","title":"Anomaly Detection Using Deep Learning Respecting the Resources on Board a CubeSat","display_name":"Anomaly Detection Using Deep Learning Respecting the Resources on Board a CubeSat","publication_year":2023,"publication_date":"2023-08-25","ids":{"openalex":"https://openalex.org/W4386163772","doi":"https://doi.org/10.2514/1.i011232"},"language":"en","primary_location":{"id":"doi:10.2514/1.i011232","is_oa":false,"landing_page_url":"https://doi.org/10.2514/1.i011232","pdf_url":null,"source":{"id":"https://openalex.org/S4210240151","display_name":"Journal of Aerospace Information Systems","issn_l":"2327-3097","issn":["2327-3097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315709","host_organization_name":"American Institute of Aeronautics and Astronautics","host_organization_lineage":["https://openalex.org/P4310315709"],"host_organization_lineage_names":["American Institute of Aeronautics and Astronautics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Aerospace Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://orbilu.uni.lu/handle/10993/57221","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087967629","display_name":"Ross Horne","orcid":"https://orcid.org/0000-0003-0162-1901"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":true,"raw_author_name":"Ross Horne","raw_affiliation_strings":["University of Luxembourg","University of Luxembourg, L-4364 Esch-sur-Alzette, Grand Duchy of Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"University of Luxembourg, L-4364 Esch-sur-Alzette, Grand Duchy of Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024602195","display_name":"Sjouke Mauw","orcid":"https://orcid.org/0000-0002-2818-4433"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Sjouke Mauw","raw_affiliation_strings":["University of Luxembourg","University of Luxembourg, L-4364 Esch-sur-Alzette, Grand Duchy of Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"University of Luxembourg, L-4364 Esch-sur-Alzette, Grand Duchy of Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028832116","display_name":"Andrzej Mizera","orcid":"https://orcid.org/0000-0002-6351-2877"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Andrzej Mizera","raw_affiliation_strings":["IDEAS-NCBR, Chmielna 69, 00-801 Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"IDEAS-NCBR, Chmielna 69, 00-801 Warsaw, Poland","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047623689","display_name":"Andr\u00e9 Stemper","orcid":"https://orcid.org/0000-0001-6767-9626"},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Stemper","raw_affiliation_strings":["University of Luxembourg","University of Luxembourg, L-4365 Esch-sur-Alzette, Grand Duchy of Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"University of Luxembourg, L-4365 Esch-sur-Alzette, Grand Duchy of Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5075940274","display_name":"Jan Thoemel","orcid":null},"institutions":[{"id":"https://openalex.org/I186903577","display_name":"University of Luxembourg","ror":"https://ror.org/036x5ad56","country_code":"LU","type":"education","lineage":["https://openalex.org/I186903577"]}],"countries":["LU"],"is_corresponding":false,"raw_author_name":"Jan Thoemel","raw_affiliation_strings":["University of Luxembourg","University of Luxembourg, L-1359 Luxembourg, Grand Duchy of Luxembourg"],"affiliations":[{"raw_affiliation_string":"University of Luxembourg","institution_ids":["https://openalex.org/I186903577"]},{"raw_affiliation_string":"University of Luxembourg, L-1359 Luxembourg, Grand Duchy of Luxembourg","institution_ids":["https://openalex.org/I186903577"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5087967629"],"corresponding_institution_ids":["https://openalex.org/I186903577"],"apc_list":null,"apc_paid":null,"fwci":1.1764,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8135733,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"20","issue":"12","first_page":"859","last_page":"872"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9983000159263611,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T12423","display_name":"Software Reliability and Analysis Research","score":0.9623000025749207,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"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/cubesat","display_name":"CubeSat","score":0.9922479391098022},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.7146612405776978},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.650578498840332},{"id":"https://openalex.org/keywords/overhead","display_name":"Overhead (engineering)","score":0.47713375091552734},{"id":"https://openalex.org/keywords/microcontroller","display_name":"Microcontroller","score":0.46351754665374756},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.45717743039131165},{"id":"https://openalex.org/keywords/spacecraft","display_name":"Spacecraft","score":0.4523792862892151},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.44466179609298706},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.44189995527267456},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4094071090221405},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3652833104133606},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.1974128782749176},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17363658547401428},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.12591785192489624},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.10021248459815979}],"concepts":[{"id":"https://openalex.org/C2775936636","wikidata":"https://www.wikidata.org/wiki/Q1142930","display_name":"CubeSat","level":3,"score":0.9922479391098022},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7146612405776978},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.650578498840332},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.47713375091552734},{"id":"https://openalex.org/C173018170","wikidata":"https://www.wikidata.org/wiki/Q165678","display_name":"Microcontroller","level":2,"score":0.46351754665374756},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.45717743039131165},{"id":"https://openalex.org/C29829512","wikidata":"https://www.wikidata.org/wiki/Q40218","display_name":"Spacecraft","level":2,"score":0.4523792862892151},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.44466179609298706},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.44189995527267456},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4094071090221405},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3652833104133606},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.1974128782749176},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17363658547401428},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.12591785192489624},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.10021248459815979}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.2514/1.i011232","is_oa":false,"landing_page_url":"https://doi.org/10.2514/1.i011232","pdf_url":null,"source":{"id":"https://openalex.org/S4210240151","display_name":"Journal of Aerospace Information Systems","issn_l":"2327-3097","issn":["2327-3097"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315709","host_organization_name":"American Institute of Aeronautics and Astronautics","host_organization_lineage":["https://openalex.org/P4310315709"],"host_organization_lineage_names":["American Institute of Aeronautics and Astronautics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Aerospace Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:orbilu.uni.lu:10993/57221","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/57221","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"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":"Journal of Aerospace Information Systems, 1-14 (2023-08-25)","raw_type":"peer reviewed"}],"best_oa_location":{"id":"pmh:oai:orbilu.uni.lu:10993/57221","is_oa":true,"landing_page_url":"https://orbilu.uni.lu/handle/10993/57221","pdf_url":null,"source":{"id":"https://openalex.org/S4306401815","display_name":"Open Repository and Bibliography (University of Luxembourg)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I186903577","host_organization_name":"University of Luxembourg","host_organization_lineage":["https://openalex.org/I186903577"],"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":"Journal of Aerospace Information Systems, 1-14 (2023-08-25)","raw_type":"peer reviewed"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3317979450","display_name":null,"funder_award_id":"ESA Contract No.\u00a0400134792/21/NL/GLC/my","funder_id":"https://openalex.org/F4320318240","funder_display_name":"European Space Agency"}],"funders":[{"id":"https://openalex.org/F4320310700","display_name":"Universit\u00e9 du Luxembourg","ror":"https://ror.org/036x5ad56"},{"id":"https://openalex.org/F4320318240","display_name":"European Space Agency","ror":"https://ror.org/03wd9za21"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1492446797","https://openalex.org/W2490420619","https://openalex.org/W2593048559","https://openalex.org/W2810292802","https://openalex.org/W3022403933","https://openalex.org/W4361189403"],"related_works":["https://openalex.org/W3013652190","https://openalex.org/W2811405652","https://openalex.org/W2945375999","https://openalex.org/W194955587","https://openalex.org/W2743612109","https://openalex.org/W1562925748","https://openalex.org/W2547407241","https://openalex.org/W3928735","https://openalex.org/W4220852915","https://openalex.org/W2742417951"],"abstract_inverted_index":{"We":[0,23],"explore":[1],"the":[2,47,58,78],"feasibility":[3],"of":[4,60,77,130],"onboard":[5],"anomaly":[6,70],"detection":[7,71],"using":[8,30],"artificial":[9],"neural":[10,63],"networks":[11],"for":[12,26,36,91],"CubeSat":[13,32],"systems":[14],"and":[15,28,66,75,99,123],"related":[16],"spacecraft":[17],"where":[18,39],"computing":[19],"resources":[20],"are":[21],"limited.":[22],"gather":[24],"data":[25],"training":[27],"evaluation":[29],"a":[31,34,37,40,92,121],"in":[33,53],"laboratory":[35],"scenario":[38],"malfunctioning":[41],"component":[42],"affects":[43],"temperature":[44],"fluctuations":[45],"across":[46],"control":[48,105],"system.":[49],"This":[50],"data,":[51],"published":[52],"an":[54],"open":[55],"repository,":[56],"guides":[57],"selection":[59],"suitable":[61],"features,":[62],"network":[64],"architecture,":[65],"metrics":[67],"comprising":[68],"our":[69,88,114],"algorithm.":[72],"The":[73],"precision":[74],"recall":[76],"algorithm":[79],"demonstrate":[80],"improvements":[81],"as":[82],"compared":[83],"to":[84,117],"out-of-limit":[85],"methods,":[86],"whereas":[87],"open-source":[89],"implementation":[90],"typical":[93],"microcontroller":[94],"exhibits":[95],"small":[96],"memory":[97],"overhead,":[98],"hence":[100],"may":[101],"coexist":[102],"with":[103],"existing":[104],"software":[106],"without":[107],"introducing":[108],"new":[109],"hardware.":[110],"These":[111],"features":[112],"make":[113],"solution":[115],"feasible":[116],"deploy":[118],"on":[119,125],"board":[120],"CubeSat,":[122],"thus":[124],"other,":[126],"more":[127],"advanced":[128],"types":[129],"satellites.":[131]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-23T05:10:03.516525","created_date":"2025-10-10T00:00:00"}
