{"id":"https://openalex.org/W2402281417","doi":"https://doi.org/10.1109/icassp.2016.7472184","title":"WiFi action recognition via vision-based methods","display_name":"WiFi action recognition via vision-based methods","publication_year":2016,"publication_date":"2016-03-01","ids":{"openalex":"https://openalex.org/W2402281417","doi":"https://doi.org/10.1109/icassp.2016.7472184","mag":"2402281417"},"language":"en","primary_location":{"id":"doi:10.1109/icassp.2016.7472184","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7472184","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5077909683","display_name":"Jen-Yin Chang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jen-Yin Chang","raw_affiliation_strings":["Co-primary authors"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Co-primary authors","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011006920","display_name":"Kuan-Ying Lee","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kuan-Ying Lee","raw_affiliation_strings":["Co-primary authors"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Co-primary authors","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071080660","display_name":"Kate Ching\u2010Ju Lin","orcid":"https://orcid.org/0000-0002-1101-8324"},"institutions":[{"id":"https://openalex.org/I84653119","display_name":"Academia Sinica","ror":"https://ror.org/05bxb3784","country_code":"TW","type":"facility","lineage":["https://openalex.org/I84653119"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Kate Ching-Ju Lin","raw_affiliation_strings":["Academia Sinica, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Academia Sinica, Taipei, Taiwan","institution_ids":["https://openalex.org/I84653119"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043898632","display_name":"Winston H. Hsu","orcid":"https://orcid.org/0000-0002-3330-0638"},"institutions":[{"id":"https://openalex.org/I16733864","display_name":"National Taiwan University","ror":"https://ror.org/05bqach95","country_code":"TW","type":"education","lineage":["https://openalex.org/I16733864"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Winston Hsu","raw_affiliation_strings":["National Taiwan University, Taipei, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"National Taiwan University, Taipei, Taiwan","institution_ids":["https://openalex.org/I16733864"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6742,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.85400126,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9998999834060669,"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/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9998999834060669,"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/T11158","display_name":"Wireless Networks and Protocols","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":0.987500011920929,"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/computer-science","display_name":"Computer science","score":0.8105416297912598},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7062654495239258},{"id":"https://openalex.org/keywords/channel-state-information","display_name":"Channel state information","score":0.6936743855476379},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.6454089283943176},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5539424419403076},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.536929726600647},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5090184211730957},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.47943586111068726},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4636439383029938},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.11790421605110168},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09566190838813782},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.06582531332969666}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8105416297912598},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7062654495239258},{"id":"https://openalex.org/C148063708","wikidata":"https://www.wikidata.org/wiki/Q5072511","display_name":"Channel state information","level":3,"score":0.6936743855476379},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.6454089283943176},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5539424419403076},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.536929726600647},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5090184211730957},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.47943586111068726},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4636439383029938},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.11790421605110168},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09566190838813782},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.06582531332969666},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp.2016.7472184","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp.2016.7472184","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W73008636","https://openalex.org/W1525638028","https://openalex.org/W1551782597","https://openalex.org/W1563686443","https://openalex.org/W1983364832","https://openalex.org/W2034328688","https://openalex.org/W2035883018","https://openalex.org/W2089695767","https://openalex.org/W2095396347","https://openalex.org/W2132305759","https://openalex.org/W2141336889","https://openalex.org/W2151103935","https://openalex.org/W2172292165","https://openalex.org/W4249279051","https://openalex.org/W4298131378","https://openalex.org/W6603071982","https://openalex.org/W6631331631","https://openalex.org/W6633628269"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2104657898","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W2012353789","https://openalex.org/W2530420969","https://openalex.org/W1576128429","https://openalex.org/W2269464716"],"abstract_inverted_index":{"Action":[0],"recognition":[1],"via":[2],"WiFi":[3,29],"has":[4],"caught":[5],"intense":[6],"attention":[7],"recently":[8],"because":[9],"of":[10,82,96,109],"its":[11],"ubiquity,":[12],"low":[13],"cost,":[14],"and":[15,46,103,106,116],"privacy-preserving.":[16],"Observing":[17],"Channel":[18],"State":[19],"Information":[20],"(CSI,":[21],"a":[22,101],"fine-grained":[23],"information":[24],"computed":[25],"from":[26],"the":[27,36,76,80],"received":[28,37],"signal)":[30],"resemblance":[31],"to":[32,78],"texture,":[33],"we":[34,74],"transform":[35],"CSI":[38,58,84,95],"into":[39],"images,":[40],"extract":[41],"features":[42],"with":[43,88,121],"vision-based":[44,86],"methods":[45,87],"train":[47],"SVM":[48],"classifiers":[49],"for":[50],"action":[51,118],"recognition.":[52],"Our":[53,66],"experiments":[54],"show":[55],"that":[56],"regarding":[57],"as":[59,100],"images":[60],"achieves":[61],"an":[62],"accuracy":[63],"above":[64],"85%.":[65],"contributions":[67],"include:,":[68],"\u00b7":[69,92,111],"To":[70],"our":[71],"best":[72],"knowledge,":[73],"are":[75],"first":[77],"investigate":[79,104],"feasibility":[81],"processing":[83],"by":[85],"extendable":[89],"learning-based":[90],"framework.":[91],"We":[93,112],"regard":[94],"each":[97],"Tx-Rx":[98],"pair":[99],"channel":[102],"early":[105],"late":[107],"fusion":[108],"multi-channels.":[110],"could":[113],"know":[114],"where":[115],"what":[117],"user":[119],"performs":[120],"location-awareness":[122],"classification.":[123]},"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
