{"id":"https://openalex.org/W7140159369","doi":"https://doi.org/10.48550/arxiv.2505.01650","title":"Toward Onboard AI-Enabled Solutions to Space Object Detection for Space Sustainability","display_name":"Toward Onboard AI-Enabled Solutions to Space Object Detection for Space Sustainability","publication_year":2025,"publication_date":"2025-05-03","ids":{"openalex":"https://openalex.org/W7140159369","doi":"https://doi.org/10.48550/arxiv.2505.01650"},"language":"en","primary_location":{"id":"pmh:oai:arXiv.org:2505.01650","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.01650","pdf_url":"https://arxiv.org/pdf/2505.01650","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"preprint","indexed_in":["arxiv","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2505.01650","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5137685615","display_name":"Wenxuan Zhang","orcid":"https://orcid.org/0009-0004-4535-3659","observed_orcids":["https://orcid.org/0009-0004-4535-3659"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhang, Wenxuan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5143915062","display_name":"Peng Hu","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hu, Peng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"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":0.9897000193595886,"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":0.9897000193595886,"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":0.002199999988079071,"subfield":{"id":"https://openalex.org/subfields/3103","display_name":"Astronomy and Astrophysics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.001500000013038516,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/space-object-detection","display_name":"space object detection","score":0.8370000123977661},{"id":"https://openalex.org/keywords/onboard-ai","display_name":"onboard AI","score":0.8529999852180481},{"id":"https://openalex.org/keywords/space-sustainability","display_name":"space sustainability","score":0.8190000057220459},{"id":"https://openalex.org/keywords/space-debris","display_name":"space debris","score":0.777999997138977},{"id":"https://openalex.org/keywords/autonomous-spacecraft","display_name":"autonomous spacecraft","score":0.5360000133514404}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5787000060081482},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.532800018787384},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.4544999897480011},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.45419999957084656},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3961000144481659},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37790000438690186},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.32899999618530273},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.3156999945640564},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.2930000126361847},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2856999933719635}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:arXiv.org:2505.01650","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.01650","pdf_url":"https://arxiv.org/pdf/2505.01650","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2505.01650","doi":"https://doi.org/10.48550/arxiv.2505.01650","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2505.01650","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"},{"id":"doi:10.82217/spaceops2025_605","doi":"https://doi.org/10.82217/spaceops2025_605","is_oa":true,"landing_page_url":"https://doi.org/10.82217/spaceops2025_605","pdf_url":null,"source":{"id":"https://openalex.org/S7407059919","display_name":"SpaceOps","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2505.01650","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2505.01650","pdf_url":"https://arxiv.org/pdf/2505.01650","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4406895204","https://openalex.org/W7127394754","https://openalex.org/W4416233722","https://openalex.org/W4389079813","https://openalex.org/W4390403211","https://openalex.org/W4410417328","https://openalex.org/W7163201568","https://openalex.org/W7128701959","https://openalex.org/W4392511203","https://openalex.org/W4312173456"],"abstract_inverted_index":{"The":[0],"rapid":[1],"expansion":[2],"of":[3,72,131,151],"advanced":[4],"low-Earth":[5],"orbit":[6],"(LEO)":[7],"satellites":[8,56],"in":[9],"large":[10],"constellations":[11],"is":[12,37],"positioning":[13],"space":[14,30,39],"assets":[15],"as":[16],"key":[17],"to":[18,34,133,147,153,156,171,178,188,198],"the":[19,35,68,90,98,116,157,161,166,174],"future,":[20],"enabling":[21],"global":[22],"internet":[23],"access":[24],"and":[25,46,57,62,70,97,105,135,190],"relay":[26],"systems":[27],"for":[28,43,76],"deep":[29,81],"missions.":[31],"A":[32],"solution":[33],"challenge":[36],"effective":[38],"object":[40],"detection":[41],"(SOD)":[42],"collision":[44],"assessment":[45],"avoidance.":[47],"In":[48],"SOD,":[49],"an":[50],"LEO":[51],"satellite":[52],"must":[53],"detect":[54],"other":[55],"objects":[58],"with":[59],"high":[60],"precision":[61,122,138],"minimal":[63],"delay.":[64],"This":[65],"paper":[66],"investigates":[67],"feasibility":[69],"effectiveness":[71],"employing":[73],"vision":[74],"sensors":[75],"SOD":[77,110],"tasks":[78],"based":[79,88],"on":[80,89],"learning":[82],"(DL)":[83],"models.":[84],"It":[85],"introduces":[86],"models":[87,118],"Squeeze-and-Excitation":[91],"(SE)":[92],"layer,":[93],"Vision":[94],"Transformer":[95],"(ViT),":[96],"Generalized":[99],"Efficient":[100],"Layer":[101],"Aggregation":[102],"Network":[103],"(GELAN)":[104],"evaluates":[106],"their":[107],"performance":[108],"under":[109],"scenarios.":[111],"Experimental":[112],"results":[113],"show":[114],"that":[115],"proposed":[117,162],"achieve":[119],"mean":[120,136],"average":[121,137,167],"at":[123],"intersection":[124,141],"over":[125,140,142],"union":[126,143],"threshold":[127],"0.5":[128,146],"(mAP50)":[129],"scores":[130,150],"up":[132,152],"0.751":[134],"averaged":[139],"thresholds":[144],"from":[145,169,176,186,195],"0.95":[148],"(mAP50:95)":[149],"0.280.":[154],"Compared":[155],"baseline":[158],"GELAN-t":[159],"model,":[160],"GELAN-ViT-SE":[163],"model":[164],"increases":[165],"mAP50":[168],"0.721":[170],"0.751,":[172],"improves":[173],"mAP50:95":[175],"0.266":[177],"0.274,":[179],"reduces":[180],"giga":[181],"floating":[182],"point":[183],"operations":[184],"(GFLOPs)":[185],"7.3":[187],"5.6,":[189],"lowers":[191],"peak":[192],"power":[193],"consumption":[194],"2080.7":[196],"mW":[197,200],"2028.7":[199],"by":[201],"2.5\\%.":[202]},"counts_by_year":[],"updated_date":"2026-10-25T09:29:13.331239","created_date":"2026-03-25T00:00:00"}
