{"id":"https://openalex.org/W2074254229","doi":"https://doi.org/10.1109/ahs.2014.6880185","title":"Hardware Support Vector Machine (SVM) for satellite on-board applications","display_name":"Hardware Support Vector Machine (SVM) for satellite on-board applications","publication_year":2014,"publication_date":"2014-07-01","ids":{"openalex":"https://openalex.org/W2074254229","doi":"https://doi.org/10.1109/ahs.2014.6880185","mag":"2074254229"},"language":"en","primary_location":{"id":"doi:10.1109/ahs.2014.6880185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ahs.2014.6880185","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 NASA/ESA Conference on Adaptive Hardware and Systems (AHS)","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/A5012704654","display_name":"Abdul-Halim Jallad","orcid":"https://orcid.org/0000-0002-1874-7722"},"institutions":[{"id":"https://openalex.org/I4210153389","display_name":"American University of Ras Al Khaimah","ror":"https://ror.org/0440yjn92","country_code":"AE","type":"education","lineage":["https://openalex.org/I4210153389"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Abdul-Halim M. Jallad","raw_affiliation_strings":["Department of Computer Science and Engineering, American University of Ras Al-Khaimah, Ras Al-Khaimah, UAE","Dept. of Comput. Sci. & Eng., American Univ. of Ras Al-Khaimah, Ras Al-Khaimah, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, American University of Ras Al-Khaimah, Ras Al-Khaimah, UAE","institution_ids":["https://openalex.org/I4210153389"]},{"raw_affiliation_string":"Dept. of Comput. Sci. & Eng., American Univ. of Ras Al-Khaimah, Ras Al-Khaimah, United Arab Emirates","institution_ids":["https://openalex.org/I4210153389"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108352417","display_name":"Lubna Badri Mohammed","orcid":null},"institutions":[{"id":"https://openalex.org/I145019703","display_name":"Al-Zaytoonah University of Jordan","ror":"https://ror.org/04a5b0p13","country_code":"JO","type":"education","lineage":["https://openalex.org/I145019703"]}],"countries":["JO"],"is_corresponding":false,"raw_author_name":"Lubna B. Mohammed","raw_affiliation_strings":["Department of Computer and communications Engineering, Al-Zaytoonah University of Jordan, Amman, Jordan","Dept. of Comput. & Commun. Eng., Al-Zaytoonah Univ. of Jordan, Amman, Jordan"],"affiliations":[{"raw_affiliation_string":"Department of Computer and communications Engineering, Al-Zaytoonah University of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I145019703"]},{"raw_affiliation_string":"Dept. of Comput. & Commun. Eng., Al-Zaytoonah Univ. of Jordan, Amman, Jordan","institution_ids":["https://openalex.org/I145019703"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5012704654"],"corresponding_institution_ids":["https://openalex.org/I4210153389"],"apc_list":null,"apc_paid":null,"fwci":1.256,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.82832541,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"256","last_page":"261"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.986299991607666,"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"}},"topics":[{"id":"https://openalex.org/T11992","display_name":"CCD and CMOS Imaging Sensors","score":0.986299991607666,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9652000069618225,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.963100016117096,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.8489596247673035},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7274799942970276},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5629251599311829},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.554506242275238},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5267398357391357},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.49114105105400085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48764172196388245},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4316651225090027},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.299979031085968},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16431480646133423}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.8489596247673035},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7274799942970276},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5629251599311829},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.554506242275238},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5267398357391357},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.49114105105400085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48764172196388245},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4316651225090027},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.299979031085968},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16431480646133423},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ahs.2014.6880185","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ahs.2014.6880185","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 NASA/ESA Conference on Adaptive Hardware and Systems (AHS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5400000214576721}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W28499247","https://openalex.org/W812309224","https://openalex.org/W1493323964","https://openalex.org/W1541663552","https://openalex.org/W1597998984","https://openalex.org/W1974776350","https://openalex.org/W1984494057","https://openalex.org/W1999503643","https://openalex.org/W2012981200","https://openalex.org/W2016600127","https://openalex.org/W2078619499","https://openalex.org/W2084056049","https://openalex.org/W2088112688","https://openalex.org/W2124029433","https://openalex.org/W2126326837","https://openalex.org/W2131307323","https://openalex.org/W2151682451","https://openalex.org/W2163079863","https://openalex.org/W2163229702","https://openalex.org/W2209617656","https://openalex.org/W2408060227","https://openalex.org/W2992789644","https://openalex.org/W6601149332","https://openalex.org/W6629714144","https://openalex.org/W6713905957","https://openalex.org/W6771022040"],"related_works":["https://openalex.org/W2111241003","https://openalex.org/W4200391368","https://openalex.org/W2210979487","https://openalex.org/W2074043759","https://openalex.org/W2090763504","https://openalex.org/W3042736233","https://openalex.org/W2082487009","https://openalex.org/W2373535795","https://openalex.org/W2406926880","https://openalex.org/W4224922629"],"abstract_inverted_index":{"Since":[0],"their":[1,52],"introduction":[2],"in":[3,46,57,119],"1995,":[4],"Support":[5],"Vector":[6],"Machines":[7],"(SVM)":[8],"have":[9],"shown":[10,118],"that":[11],"classification":[12,104],"by":[13],"this":[14,120],"relatively":[15],"recent":[16],"machine":[17],"learning":[18],"tool":[19],"can":[20],"be":[21],"more":[22],"accurate":[23],"than":[24],"popular":[25],"contemporary":[26],"techniques":[27],"such":[28],"as":[29],"neural":[30],"networks":[31],"and":[32,49,71,109,138],"decision":[33],"trees,":[34],"hence":[35],"causing":[36],"it":[37],"to":[38,43],"find":[39],"its":[40],"way":[41],"quickly":[42],"various":[44,129],"applications":[45,59,93,132],"engineering,":[47],"economy":[48],"statistics.":[50],"Despite":[51],"possible":[53,130],"advantages,":[54],"SVM":[55,89],"use":[56],"space":[58],"is":[60],"still":[61],"very":[62],"limited":[63],"for":[64,90,112,125],"several":[65],"reasons":[66],"including":[67,133],"low":[68,106],"technology":[69],"maturity":[70],"high":[72],"computational":[73,80],"demand.":[74],"This":[75],"paper":[76,121],"proposes":[77],"overcoming":[78],"the":[79,99,123],"demand":[81],"hurdle":[82],"through":[83],"a":[84],"hardware":[85],"friendly":[86],"implementation":[87],"of":[88,98,128],"satellite":[91,113],"onboard":[92,114,131],"using":[94],"FPGAs.":[95],"The":[96,116],"evaluation":[97],"proposed":[100],"system":[101],"shows":[102],"excellent":[103],"accuracy,":[105],"device":[107],"utilization":[108],"acceptable":[110],"speed":[111],"applications.":[115],"results":[117],"opens":[122],"door":[124],"further":[126],"exploration":[127],"on-board":[134],"image":[135],"analysis,":[136],"compression":[137],"autonomy.":[139]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
