{"id":"https://openalex.org/W2908076920","doi":"https://doi.org/10.1109/icsens.2018.8589618","title":"Non-Intrusive Human Motion Recognition Using Distributed Sparse Sensors and the Genetic Algorithm Based Neural Network","display_name":"Non-Intrusive Human Motion Recognition Using Distributed Sparse Sensors and the Genetic Algorithm Based Neural Network","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2908076920","doi":"https://doi.org/10.1109/icsens.2018.8589618","mag":"2908076920"},"language":"en","primary_location":{"id":"doi:10.1109/icsens.2018.8589618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsens.2018.8589618","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE SENSORS","raw_type":"proceedings-article"},"type":"conference-paper","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/A5031691031","display_name":"Farhad Pourpanah","orcid":"https://orcid.org/0000-0002-7122-9975"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Farhad Pourpanah","raw_affiliation_strings":["School of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101545159","display_name":"Bin Zhang","orcid":"https://orcid.org/0000-0002-3204-8346"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058975827","display_name":"Rui Ma","orcid":"https://orcid.org/0000-0002-3055-0527"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Ma","raw_affiliation_strings":["School of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037660521","display_name":"Qi Hao","orcid":"https://orcid.org/0000-0002-2792-5965"},"institutions":[{"id":"https://openalex.org/I3045169105","display_name":"Southern University of Science and Technology","ror":"https://ror.org/049tv2d57","country_code":"CN","type":"education","lineage":["https://openalex.org/I3045169105"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Hao","raw_affiliation_strings":["School of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Southern University of Science and Technology, Shenzhen, China","institution_ids":["https://openalex.org/I3045169105"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I3045169105"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9955000281333923,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9955000281333923,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9884999990463257,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9864000082015991,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7471206188201904},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7156258821487427},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6520360708236694},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5498948693275452},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5336611270904541},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.48164430260658264},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4748649597167969},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.47331178188323975},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4598357081413269},{"id":"https://openalex.org/keywords/human-motion","display_name":"Human motion","score":0.4575175344944},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.4190084636211395},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3378462791442871},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.31457406282424927}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7471206188201904},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7156258821487427},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6520360708236694},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5498948693275452},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5336611270904541},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.48164430260658264},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4748649597167969},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.47331178188323975},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4598357081413269},{"id":"https://openalex.org/C2986578859","wikidata":"https://www.wikidata.org/wiki/Q657632","display_name":"Human motion","level":3,"score":0.4575175344944},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.4190084636211395},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3378462791442871},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.31457406282424927},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icsens.2018.8589618","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsens.2018.8589618","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE SENSORS","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":0.6800000071525574}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1596100273","https://openalex.org/W2000353609","https://openalex.org/W2006976551","https://openalex.org/W2058079053","https://openalex.org/W2121863487","https://openalex.org/W2124609748","https://openalex.org/W2166280719","https://openalex.org/W2189271890","https://openalex.org/W2225907016","https://openalex.org/W2295626104","https://openalex.org/W2468144468","https://openalex.org/W2535163233","https://openalex.org/W2555782589","https://openalex.org/W2568603817","https://openalex.org/W2601554581","https://openalex.org/W2808017536","https://openalex.org/W2912565176","https://openalex.org/W4214717370","https://openalex.org/W4251225685","https://openalex.org/W6697194766","https://openalex.org/W6752340499"],"related_works":["https://openalex.org/W3037689098","https://openalex.org/W2113981829","https://openalex.org/W2898606267","https://openalex.org/W2775805279","https://openalex.org/W2035558540","https://openalex.org/W2529580585","https://openalex.org/W2766672399","https://openalex.org/W2804584315","https://openalex.org/W4386074418","https://openalex.org/W2004712313"],"abstract_inverted_index":{"Due":[0],"to":[1,21,86,100,106,134],"the":[2,9,88,142],"rapid":[3],"development":[4],"of":[5,12,111,128],"sensing":[6],"technology":[7],"and":[8,26,31,67,124,155],"increasing":[10],"ratio":[11],"elderly":[13],"population,":[14],"many":[15],"research":[16],"activities":[17],"have":[18,37,131],"been":[19,38,132],"performed":[20],"develop":[22],"human":[23,34,61,89,108,136],"motion":[24],"detection":[25],"recognition":[27,35,62],"systems.":[28],"Various":[29],"camera":[30],"wearable":[32],"sensor-based":[33],"systems":[36],"developed;":[39],"however,":[40],"they":[41],"are":[42,78,98,114],"either":[43],"not":[44,48],"privacy":[45],"protective":[46],"or":[47],"practical":[49],"for":[50],"longterm":[51],"monitoring.":[52],"In":[53],"this":[54],"paper,":[55],"we":[56],"present":[57],"a":[58],"non-intrusive":[59],"indoor":[60],"system":[63],"using":[64,80],"distributed":[65],"sensors":[66,77],"Genetic":[68],"algorithm":[69,103],"(GA)":[70],"based":[71],"neural":[72],"network.":[73],"Pyroelectric":[74],"infrared":[75],"(PIR)":[76],"chosen":[79],"masks":[81],"with":[82],"random":[83],"sampling":[84],"windows":[85],"sense":[87],"body":[90],"thermal":[91],"variations.":[92],"The":[93,138],"time":[94],"domain":[95],"statistical":[96],"features":[97],"extracted":[99],"train":[101],"classification":[102,129],"in":[104],"order":[105],"recognize":[107,135],"motion.":[109,137],"Total":[110],"200":[112],"samples":[113],"collected":[115],"from":[116],"volunteers":[117],"performing":[118],"two":[119],"actions,":[120],"i.e.,":[121],"walking":[122],"normal":[123],"abnormally.":[125],"A":[126],"number":[127],"algorithms":[130],"trained":[133],"outcome":[139],"indicates":[140],"that":[141],"QFAM-GA":[143],"method":[144],"outperforms":[145],"other":[146],"state-of-the-art":[147],"methods,":[148],"such":[149],"as":[150],"KNN,":[151],"SVM,":[152],"CART,":[153],"NB":[154],"Fuzzy":[156],"Min-Max.":[157]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}