{"id":"https://openalex.org/W7134952104","doi":"https://doi.org/10.1109/comsnets67989.2026.11418198","title":"In-Orbit On demand AI Model update for Geo Imaging platforms","display_name":"In-Orbit On demand AI Model update for Geo Imaging platforms","publication_year":2026,"publication_date":"2026-01-06","ids":{"openalex":"https://openalex.org/W7134952104","doi":"https://doi.org/10.1109/comsnets67989.2026.11418198"},"language":null,"primary_location":{"id":"doi:10.1109/comsnets67989.2026.11418198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets67989.2026.11418198","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 18th International Conference on COMmunication Systems and NETworks (COMSNETS)","raw_type":"proceedings-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/A5038849716","display_name":"Vanukuru Hari Rohit","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Vanukuru Hari Rohit","raw_affiliation_strings":["Advanced Data Processing Research Institute,Department of Space,Hyderabad,India"],"affiliations":[{"raw_affiliation_string":"Advanced Data Processing Research Institute,Department of Space,Hyderabad,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016455738","display_name":"Raghavendra Kune","orcid":"https://orcid.org/0000-0003-2607-1125"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Raghavendra Kune","raw_affiliation_strings":["Advanced Data Processing Research Institute,Department of Space,Hyderabad,India"],"affiliations":[{"raw_affiliation_string":"Advanced Data Processing Research Institute,Department of Space,Hyderabad,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128696599","display_name":"D. Mallikharjuna Rao","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"D. Mallikharjuna Rao","raw_affiliation_strings":["Advanced Data Processing Research Institute,Department of Space,Hyderabad,India"],"affiliations":[{"raw_affiliation_string":"Advanced Data Processing Research Institute,Department of Space,Hyderabad,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038849716"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.91639583,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"139","last_page":"146"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.08190000057220459,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.08190000057220459,"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"}},{"id":"https://openalex.org/T11701","display_name":"Space Satellite Systems and Control","score":0.053199999034404755,"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/T10191","display_name":"Robotics and Sensor-Based Localization","score":0.04470000043511391,"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/key","display_name":"Key (lock)","score":0.28029999136924744},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.2689000070095062},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.26010000705718994},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.25440001487731934},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.23659999668598175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5519999861717224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3269999921321869},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.28029999136924744},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2689000070095062},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.25440001487731934},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2395000010728836},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.23659999668598175},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.23309999704360962},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.23029999434947968}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/comsnets67989.2026.11418198","is_oa":false,"landing_page_url":"https://doi.org/10.1109/comsnets67989.2026.11418198","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 18th International Conference on COMmunication Systems and NETworks (COMSNETS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2487216484","https://openalex.org/W3095680965","https://openalex.org/W3213094802","https://openalex.org/W4382345294","https://openalex.org/W4400359770","https://openalex.org/W4402673689","https://openalex.org/W4406017180","https://openalex.org/W4410987865"],"related_works":[],"abstract_inverted_index":{"In":[0],"imaging":[1,164],"satellites,":[2],"the":[3,16,19,28,33,38,80,116,126,140,152,162,172,177,190,199,234,237,256,261],"value":[4],"of":[5,128,192],"data":[6,17,48,212],"erodes":[7],"with":[8,204],"time.":[9],"The":[10,166,195],"insights":[11],"must":[12],"be":[13],"gathered":[14],"where":[15],"from":[18],"sensors":[20],"is":[21],"captured.":[22],"This":[23,75],"has":[24],"given":[25],"rise":[26],"to":[27,55,73,79,188,246,254],"edge":[29,220],"computing":[30,221],"race":[31],"amongst":[32],"space-faring":[34],"nations":[35],"known":[36],"by":[37],"term":[39],"Space-Based":[40],"Earth":[41],"Situational":[42],"Awareness":[43],"(SBESA).":[44],"It":[45],"enables":[46],"reduced":[47],"downlink":[49],"demands":[50],"thus":[51],"enabling":[52],"faster":[53],"response":[54],"dynamic":[56],"events":[57],"on":[58,65,90,139,260],"earth.":[59],"Conventional":[60],"inference":[61],"approach":[62],"methods":[63],"rely":[64],"static":[66],"AI":[67,103,112,158,257],"models":[68,104],"which":[69],"are":[70,107],"uploaded":[71],"prior":[72],"launch.":[74],"would":[76],"limit":[77],"adaptability":[78],"various":[81],"factors":[82],"such":[83],"as":[84,218],"evolving":[85],"environmental":[86,134],"conditions,":[87],"sensor":[88],"degradation":[89],"board,":[91,222],"and":[92,121,175,210,223,251],"emerging":[93],"time-to-time":[94],"application":[95],"needs.To":[96],"address":[97],"these":[98],"limitations,":[99],"mechanisms":[100],"for":[101,110,155,208,228,241],"updating":[102],"onboard":[105,161,242],"satellites":[106],"essential.":[108],"Provisioning":[109],"in-orbit":[111],"model":[113,159,193,229,243,248,258],"updates":[114],"enhances":[115],"detection/classification":[117],"accuracy,":[118],"operational":[119],"resilience,":[120],"mission":[122],"flexibility":[123],"while":[124],"extending":[125],"utility":[127],"space":[129],"assets":[130],"viz.":[131,201],"disaster":[132],"monitoring,":[133],"surveillance,":[135],"security":[136],"applications":[137],"etc.Leveraging":[138],"persistent":[141],"communication":[142,173,179],"link":[143,174],"in":[144,147],"GEO":[145],"platforms,":[146],"this":[148],"paper,":[149],"we":[150,182,232],"present":[151,184,233],"design":[153,167],"architecture":[154],"achieving":[156],"On-demand":[157],"update":[160,249,255],"Geo":[163],"satellite.":[165],"encompasses":[168],"hardware":[169],"elements,":[170],"provisioning":[171],"tailoring":[176],"CCSDS":[178],"protocols.":[180],"Here,":[181],"also":[183],"one":[185],"simulation":[186,196,262],"setup":[187,197],"achieve":[189],"functionality":[191],"update.":[194],"comprises":[198],"elements":[200],"UHF":[202],"Radios":[203],"two":[205],"separate":[206],"channels":[207],"high":[209],"low":[211],"rate":[213],"links,":[214],"NVIDIA\u00aeJetson":[215],"AGX":[216],"Orin":[217],"GPGPU":[219],"a":[224],"ground":[225],"based":[226],"workstation":[227],"updation.":[230],"Finally,":[231],"results":[235],"comprising":[236],"required":[238],"uplink":[239],"margin":[240],"update,":[244],"algorithms":[245],"execute":[247],"onboard,":[250],"time":[252],"taken":[253],"weights":[259],"setup.":[263]},"counts_by_year":[],"updated_date":"2026-03-13T14:20:09.374765","created_date":"2026-03-12T00:00:00"}