{"id":"https://openalex.org/W4400232057","doi":"https://doi.org/10.1109/iscas58744.2024.10557859","title":"A PCA Acceleration Algorithm For WiFi Sensing And Its Hardware Implementation","display_name":"A PCA Acceleration Algorithm For WiFi Sensing And Its Hardware Implementation","publication_year":2024,"publication_date":"2024-05-19","ids":{"openalex":"https://openalex.org/W4400232057","doi":"https://doi.org/10.1109/iscas58744.2024.10557859"},"language":"en","primary_location":{"id":"doi:10.1109/iscas58744.2024.10557859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas58744.2024.10557859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","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/A5100935703","display_name":"He Wang","orcid":"https://orcid.org/0009-0006-6894-9863"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"He Wang","raw_affiliation_strings":["East China Normal University,Institute of Microelectronic Circuits and Systems,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University,Institute of Microelectronic Circuits and Systems,Shanghai,China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013292656","display_name":"Qitong Wang","orcid":"https://orcid.org/0000-0001-9484-3540"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qitong Wang","raw_affiliation_strings":["East China Normal University,Institute of Microelectronic Circuits and Systems,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University,Institute of Microelectronic Circuits and Systems,Shanghai,China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012401090","display_name":"Leilei Huang","orcid":"https://orcid.org/0000-0002-8900-4109"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leilei Huang","raw_affiliation_strings":["East China Normal University,Institute of Microelectronic Circuits and Systems,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University,Institute of Microelectronic Circuits and Systems,Shanghai,China","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112629360","display_name":"Chunqi Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunqi Shi","raw_affiliation_strings":["Shanghai Key Laboratory of Multidimensional Information ProcessingEast China Normal University,Shanghai,China,200241"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Shanghai Key Laboratory of Multidimensional Information ProcessingEast China Normal University,Shanghai,China,200241","institution_ids":["https://openalex.org/I66867065"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050153851","display_name":"Runxi Zhang","orcid":"https://orcid.org/0000-0002-1459-5362"},"institutions":[{"id":"https://openalex.org/I66867065","display_name":"East China Normal University","ror":"https://ror.org/02n96ep67","country_code":"CN","type":"education","lineage":["https://openalex.org/I66867065"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runxi Zhang","raw_affiliation_strings":["East China Normal University,Institute of Microelectronic Circuits and Systems,Shanghai,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"East China Normal University,Institute of Microelectronic Circuits and Systems,Shanghai,China","institution_ids":["https://openalex.org/I66867065"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6573,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.6288281,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9160000085830688,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T11233","display_name":"Advanced Adaptive Filtering Techniques","score":0.9160000085830688,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/acceleration","display_name":"Acceleration","score":0.8335492610931396},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7390260696411133},{"id":"https://openalex.org/keywords/hardware-acceleration","display_name":"Hardware acceleration","score":0.6321808099746704},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4435608983039856},{"id":"https://openalex.org/keywords/computer-hardware","display_name":"Computer hardware","score":0.43718773126602173},{"id":"https://openalex.org/keywords/field-programmable-gate-array","display_name":"Field-programmable gate array","score":0.23674380779266357}],"concepts":[{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.8335492610931396},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7390260696411133},{"id":"https://openalex.org/C13164978","wikidata":"https://www.wikidata.org/wiki/Q600158","display_name":"Hardware acceleration","level":3,"score":0.6321808099746704},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4435608983039856},{"id":"https://openalex.org/C9390403","wikidata":"https://www.wikidata.org/wiki/Q3966","display_name":"Computer hardware","level":1,"score":0.43718773126602173},{"id":"https://openalex.org/C42935608","wikidata":"https://www.wikidata.org/wiki/Q190411","display_name":"Field-programmable gate array","level":2,"score":0.23674380779266357},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iscas58744.2024.10557859","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscas58744.2024.10557859","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Symposium on Circuits and Systems (ISCAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321885","display_name":"Science and Technology Commission of Shanghai Municipality","ror":"https://ror.org/03kt66j61"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1654716554","https://openalex.org/W2062576624","https://openalex.org/W2098955455","https://openalex.org/W2118680842","https://openalex.org/W2582714694","https://openalex.org/W2594230123","https://openalex.org/W2899145720","https://openalex.org/W2964752760","https://openalex.org/W2970344707","https://openalex.org/W3017478146","https://openalex.org/W3044663159","https://openalex.org/W3047741592","https://openalex.org/W3106614726","https://openalex.org/W3118187776","https://openalex.org/W3176846228","https://openalex.org/W4211045302","https://openalex.org/W4214818378","https://openalex.org/W4312542314"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2051487156","https://openalex.org/W2073681303","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2146872326","https://openalex.org/W3152699334"],"abstract_inverted_index":{"Currently,":[0],"we":[1],"are":[2,29],"entering":[3],"the":[4,48,75,91,100,109,113,120,138],"wearable":[5],"internet":[6],"era.":[7],"The":[8,86],"use":[9],"of":[10,50,77,93,123,135],"WiFi":[11,51,78],"signals":[12],"to":[13,56],"perceive":[14],"human":[15],"activities":[16],"or":[17],"changes":[18],"in":[19,47,74],"vital":[20],"signs":[21],"has":[22,43],"gradually":[23],"become":[24],"a":[25,37,132],"topic":[26],"that":[27,90,119],"people":[28],"enthusiastic":[30],"about.":[31],"Principal":[32],"Component":[33],"Analysis":[34],"(PCA),":[35],"as":[36],"universal":[38],"data":[39,58,121],"dimensionality":[40],"reduction":[41],"algorithm,":[42],"been":[44],"widely":[45],"applied":[46],"field":[49,76],"sensing.":[52],"It":[53],"is":[54,103,141],"utilized":[55],"expedite":[57],"processing":[59,101],"time":[60,102],"and":[61,99,137],"enhance":[62],"real-time":[63],"detection":[64],"capabilities.":[65],"This":[66],"paper":[67],"proposes":[68],"an":[69],"acceleration":[70],"algorithm":[71,95],"for":[72],"PCA":[73],"sensing":[79],"along":[80],"with":[81,131],"its":[82],"corresponding":[83],"hardware":[84,125],"architecture.":[85],"experimental":[87],"results":[88,117],"indicate":[89],"accuracy":[92],"this":[94,124],"can":[96,127],"reach":[97,128],"0.9965,":[98],"approximately":[104],"10":[105],"ms.":[106],"Based":[107],"on":[108],"TSMC":[110],"22nm":[111],"technology,":[112],"Design":[114],"Complier":[115],"(DC)":[116],"show":[118],"throughput":[122],"architecture":[126],"24":[129],"Gbps@800M,":[130],"gate":[133],"count":[134],"7571,":[136],"power":[139],"consumption":[140],"1.6321mW.":[142]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
