{"id":"https://openalex.org/W2065754136","doi":"https://doi.org/10.1109/icecs.2013.6815512","title":"Hardware PCA for gas identification systems using high level synthesis on the Zynq SoC","display_name":"Hardware PCA for gas identification systems using high level synthesis on the Zynq SoC","publication_year":2013,"publication_date":"2013-12-01","ids":{"openalex":"https://openalex.org/W2065754136","doi":"https://doi.org/10.1109/icecs.2013.6815512","mag":"2065754136"},"language":"en","primary_location":{"id":"doi:10.1109/icecs.2013.6815512","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs.2013.6815512","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 20th International Conference on Electronics, Circuits, and Systems (ICECS)","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/A5050991438","display_name":"Amine Ait Si Ali","orcid":"https://orcid.org/0000-0001-7870-0566"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Amine Ait Si Ali","raw_affiliation_strings":["College of Engineering, Qatar University, Doha, Qatar","College of Engineering, Qatar University, Doha, Qatar P.O. Box 2713"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar P.O. Box 2713","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042805664","display_name":"Abbes Amira","orcid":"https://orcid.org/0000-0003-1652-0492"},"institutions":[{"id":"https://openalex.org/I868834043","display_name":"University of the West of Scotland","ror":"https://ror.org/04w3d2v20","country_code":"GB","type":"education","lineage":["https://openalex.org/I868834043"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abbes Amira","raw_affiliation_strings":["School of Computing, University of the West of Scotland, Paisley, Scotland","School of Computing, University of the West of Scotland, Paisley, Scotland, PAI 2BE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, University of the West of Scotland, Paisley, Scotland","institution_ids":["https://openalex.org/I868834043"]},{"raw_affiliation_string":"School of Computing, University of the West of Scotland, Paisley, Scotland, PAI 2BE","institution_ids":["https://openalex.org/I868834043"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041045029","display_name":"Fay\u00e7al Bensaali","orcid":"https://orcid.org/0000-0002-9273-4735"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Faycal Bensaali","raw_affiliation_strings":["College of Engineering, Qatar University, Doha, Qatar","College of Engineering, Qatar University, Doha, Qatar P.O. Box 2713"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar P.O. Box 2713","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057269268","display_name":"Mohieddine Benammar","orcid":"https://orcid.org/0000-0001-5340-1981"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Mohieddine Benammar","raw_affiliation_strings":["College of Engineering, Qatar University, Doha, Qatar","College of Engineering, Qatar University, Doha, Qatar P.O. Box 2713"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]},{"raw_affiliation_string":"College of Engineering, Qatar University, Doha, Qatar P.O. Box 2713","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6155,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.70563567,"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":"707","last_page":"710"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T11447","display_name":"Blind Source Separation Techniques","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6916175484657288},{"id":"https://openalex.org/keywords/design-space-exploration","display_name":"Design space exploration","score":0.605939507484436},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5702252388000488},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5541391968727112},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.4995090961456299},{"id":"https://openalex.org/keywords/system-on-a-chip","display_name":"System on a chip","score":0.45261460542678833},{"id":"https://openalex.org/keywords/high-level-synthesis","display_name":"High-level synthesis","score":0.44041240215301514},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.4215739369392395},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.38089388608932495},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3653312921524048},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.3540683090686798},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.33748090267181396},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2587742507457733}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6916175484657288},{"id":"https://openalex.org/C2776221188","wikidata":"https://www.wikidata.org/wiki/Q21072556","display_name":"Design space exploration","level":2,"score":0.605939507484436},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5702252388000488},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5541391968727112},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.4995090961456299},{"id":"https://openalex.org/C118021083","wikidata":"https://www.wikidata.org/wiki/Q610398","display_name":"System on a chip","level":2,"score":0.45261460542678833},{"id":"https://openalex.org/C58013763","wikidata":"https://www.wikidata.org/wiki/Q5754574","display_name":"High-level synthesis","level":3,"score":0.44041240215301514},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.4215739369392395},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.38089388608932495},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3653312921524048},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.3540683090686798},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.33748090267181396},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2587742507457733}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icecs.2013.6815512","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecs.2013.6815512","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE 20th International Conference on Electronics, Circuits, and Systems (ICECS)","raw_type":"proceedings-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/37782","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/37782","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W22571095","https://openalex.org/W66727729","https://openalex.org/W1995158502","https://openalex.org/W2000552960","https://openalex.org/W2023247408","https://openalex.org/W2036737027","https://openalex.org/W2121759124","https://openalex.org/W2122841949","https://openalex.org/W2122860281","https://openalex.org/W2125027820","https://openalex.org/W2142244319","https://openalex.org/W2164968346","https://openalex.org/W2432517183","https://openalex.org/W2536072563","https://openalex.org/W2538257095","https://openalex.org/W6728424701"],"related_works":["https://openalex.org/W2579148721","https://openalex.org/W4387893611","https://openalex.org/W2347335694","https://openalex.org/W2091056927","https://openalex.org/W2067407580","https://openalex.org/W4317486777","https://openalex.org/W4389669152","https://openalex.org/W2038514069","https://openalex.org/W1967233468","https://openalex.org/W2009181529"],"abstract_inverted_index":{"One":[0],"of":[1,46,52,73,83,117,135,160,174,178],"the":[2,16,25,34,41,44,47,67,77,81,86,91,97,107,118,123,132,138,171,175,179,184],"significant":[3],"stages":[4],"in":[5,61,102,170],"a":[6,30,62,157],"gas":[7,63],"identification":[8,64],"system":[9,26,65,140],"is":[10,20,27],"dimensionality":[11],"reduction":[12],"to":[13,80,181],"speed":[14,158,182],"up":[15,159,183],"processing":[17],"part.":[18],"This":[19,38],"even":[21],"more":[22],"important":[23],"when":[24],"implemented":[28],"on":[29,66,122,137,141],"hardware":[31,129,172],"platform":[32],"where":[33],"resources":[35],"are":[36,100],"limited.":[37],"paper":[39],"presents":[40],"design":[42,185],"and":[43,49,96,104,186],"implementation":[45,173],"learning":[48,133],"testing":[50,176],"phases":[51],"principal":[53],"component":[54],"analysis":[55],"(PCA)":[56],"that":[57,144],"can":[58,146],"be":[59,147],"used":[60],"heterogeneous":[68],"Zynq":[69,139],"platform.":[70],"All":[71],"steps":[72],"PCA":[74,136,180],"starting":[75],"from":[76],"mean":[78],"computation":[79,99,116],"projection":[82],"data":[84],"onto":[85],"new":[87,108],"space,":[88],"passing":[89],"by":[90],"normalization":[92],"process,":[93],"covariance":[94],"matrix":[95],"eigenvectors":[98,119],"developed":[101],"C":[103],"synthesized":[105],"using":[106,164],"Xilinx":[109],"VIVADO":[110],"high":[111],"level":[112],"synthesis":[113],"(HLS).":[114],"The":[115,127],"was":[120],"based":[121],"iterative":[124],"Jacobi":[125],"method.":[126],"designed":[128],"for":[130],"computing":[131],"part":[134,177],"chip":[142],"showed":[143],"it":[145],"faster":[148],"than":[149],"its":[150,188],"64-bit":[151],"Intel":[152],"i7-3770":[153],"processor":[154],"counterpart":[155],"with":[156],"1.41.":[161],"Optimization":[162],"techniques":[163],"HLS":[165],"directives":[166],"were":[167],"also":[168],"utilised":[169],"reduce":[187],"latency.":[189]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
