{"id":"https://openalex.org/W3084497207","doi":"https://doi.org/10.1109/access.2020.3024003","title":"Design of a Wearable Wireless Multi-Sensor Monitoring System and Application for Activity Recognition Using Deep Learning","display_name":"Design of a Wearable Wireless Multi-Sensor Monitoring System and Application for Activity Recognition Using Deep Learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3084497207","doi":"https://doi.org/10.1109/access.2020.3024003","mag":"3084497207"},"language":"en","primary_location":{"id":"doi:10.1109/access.2020.3024003","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3024003","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09195815.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09195815.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071071444","display_name":"Gokmen Ascioglu","orcid":"https://orcid.org/0000-0003-4329-0776"},"institutions":[{"id":"https://openalex.org/I193615760","display_name":"Dokuz Eyl\u00fcl University","ror":"https://ror.org/00dbd8b73","country_code":"TR","type":"education","lineage":["https://openalex.org/I193615760"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Gokmen Ascioglu","raw_affiliation_strings":["Graduate School of Natural and Applied Sciences, Dokuz Eyl\u00fcl University, Izmir, Turkey"],"raw_orcid":"https://orcid.org/0000-0003-4329-0776","affiliations":[{"raw_affiliation_string":"Graduate School of Natural and Applied Sciences, Dokuz Eyl\u00fcl University, Izmir, Turkey","institution_ids":["https://openalex.org/I193615760"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079898751","display_name":"Yavuz \u015eenol","orcid":"https://orcid.org/0000-0002-3686-5597"},"institutions":[{"id":"https://openalex.org/I193615760","display_name":"Dokuz Eyl\u00fcl University","ror":"https://ror.org/00dbd8b73","country_code":"TR","type":"education","lineage":["https://openalex.org/I193615760"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Yavuz Senol","raw_affiliation_strings":["Engineering Faculty, Dokuz Eyl\u00fcl University, Izmir, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-3686-5597","affiliations":[{"raw_affiliation_string":"Engineering Faculty, Dokuz Eyl\u00fcl University, Izmir, Turkey","institution_ids":["https://openalex.org/I193615760"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071071444"],"corresponding_institution_ids":["https://openalex.org/I193615760"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":3.3344,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.93766457,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"8","issue":null,"first_page":"169183","last_page":"169195"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9998000264167786,"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":0.9998000264167786,"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/T10273","display_name":"IoT and Edge/Fog Computing","score":0.982699990272522,"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/T13382","display_name":"Robotics and Automated Systems","score":0.9790999889373779,"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/wearable-computer","display_name":"Wearable computer","score":0.7735214233398438},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.739099383354187},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5297744274139404},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.5282736420631409},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.47993212938308716},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4133816361427307},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.383886456489563},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3674425184726715},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.1200357973575592},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11106187105178833}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7735214233398438},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.739099383354187},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5297744274139404},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.5282736420631409},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.47993212938308716},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4133816361427307},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.383886456489563},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3674425184726715},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.1200357973575592},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11106187105178833}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2020.3024003","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3024003","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09195815.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:027ad0a372b645c7b345cf84e1d28f3e","is_oa":true,"landing_page_url":"https://doaj.org/article/027ad0a372b645c7b345cf84e1d28f3e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 8, Pp 169183-169195 (2020)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2020.3024003","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2020.3024003","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/8948470/09195815.pdf","source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.4699999988079071}],"awards":[{"id":"https://openalex.org/G8028541312","display_name":null,"funder_award_id":"2020.KB.FEN.011","funder_id":"https://openalex.org/F4320323427","funder_display_name":"Dokuz Eyl\u00fcl \u00dcniversitesi"}],"funders":[{"id":"https://openalex.org/F4320323427","display_name":"Dokuz Eyl\u00fcl \u00dcniversitesi","ror":"https://ror.org/00dbd8b73"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3084497207.pdf","grobid_xml":"https://content.openalex.org/works/W3084497207.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W134960717","https://openalex.org/W1536644647","https://openalex.org/W1911418635","https://openalex.org/W1979370046","https://openalex.org/W2012557818","https://openalex.org/W2017634428","https://openalex.org/W2025217905","https://openalex.org/W2026297770","https://openalex.org/W2084553975","https://openalex.org/W2093071643","https://openalex.org/W2104696249","https://openalex.org/W2107878631","https://openalex.org/W2126511896","https://openalex.org/W2132691216","https://openalex.org/W2144348409","https://openalex.org/W2148048965","https://openalex.org/W2208075211","https://openalex.org/W2229189113","https://openalex.org/W2247209766","https://openalex.org/W2270470215","https://openalex.org/W2304267454","https://openalex.org/W2342792048","https://openalex.org/W2402302915","https://openalex.org/W2503479123","https://openalex.org/W2507244352","https://openalex.org/W2610910070","https://openalex.org/W2623595444","https://openalex.org/W2748818549","https://openalex.org/W2752814855","https://openalex.org/W2756270667","https://openalex.org/W2767979715","https://openalex.org/W2773688097","https://openalex.org/W2802868615","https://openalex.org/W2808332967","https://openalex.org/W2893664206","https://openalex.org/W2899197053","https://openalex.org/W2902867562","https://openalex.org/W2907255073","https://openalex.org/W2928318647","https://openalex.org/W2946502108","https://openalex.org/W2947898397","https://openalex.org/W2955325220","https://openalex.org/W2963674387","https://openalex.org/W2963855167","https://openalex.org/W2992312320","https://openalex.org/W2994172457","https://openalex.org/W6605479355","https://openalex.org/W6688170879","https://openalex.org/W6704286305","https://openalex.org/W6712909570","https://openalex.org/W6743677172"],"related_works":["https://openalex.org/W3195649134","https://openalex.org/W2281498195","https://openalex.org/W2017526120","https://openalex.org/W2610664080","https://openalex.org/W2188304107","https://openalex.org/W3105278570","https://openalex.org/W2117913171","https://openalex.org/W2582769230","https://openalex.org/W2383801459","https://openalex.org/W4233785208"],"abstract_inverted_index":{"Human":[0],"activity":[1,57,66,126,141,208],"monitoring":[2,28,67,79],"and":[3,33,42,69,85,89,92,95,107,118,132,146,154,177,203],"recognition":[4,209],"systems":[5,23],"assist":[6],"experts":[7],"in":[8],"evaluating":[9],"various":[10],"health":[11],"problems":[12],"including":[13,128],"obesity,":[14],"cardiac":[15],"diseases":[16],"and,":[17],"sports":[18],"injury":[19],"detection.":[20],"However,":[21],"these":[22,47],"have":[24,50],"two":[25],"challenging":[26],"points;":[27],"activities":[29,136],"for":[30,56,124,189],"outdoor":[31],"applications":[32],"extracting":[34],"relevant":[35],"features":[36],"using":[37],"hand-crafted":[38],"techniques":[39],"from":[40,120,130],"multi-dimensional":[41],"large":[43],"datasets.":[44],"To":[45],"address":[46],"challenges,":[48],"we":[49],"focused":[51],"on":[52,103],"new":[53],"dataset":[54],"generation":[55],"recognition,":[58],"a":[59,63],"novel":[60],"design":[61],"of":[62,82,110,152,185],"sensor-based":[64],"wireless":[65],"system,":[68],"its":[70],"application":[71],"to":[72],"deep":[73,162],"learning":[74,163],"neural":[75,164,168,175,181,187],"networks.":[76,182],"The":[77,98,183,196],"designed":[78],"system":[80],"consists":[81],"one":[83],"master":[84],"four":[86],"slave":[87,99],"devices,":[88],"can":[90],"collect":[91],"record":[93],"acceleration":[94],"gyroscope":[96],"information.":[97],"devices":[100],"were":[101,116,137,159],"attached":[102],"arm,":[104],"chest,":[105],"thigh,":[106],"shank":[108],"areas":[109],"the":[111,150],"human":[112],"body.":[113],"Activity":[114],"data":[115],"collected":[117],"recorded":[119],"sixty":[121],"healthy":[122],"people":[123],"thirteen":[125],"types":[127],"drink":[129],"cup":[131],"cleaning":[133],"table.":[134],"These":[135],"divided":[138],"into":[139,161],"three":[140],"categories":[142],"as":[143,205,207],"basic,":[144],"complex,":[145],"all,":[147],"which":[148],"is":[149,210],"combination":[151],"basic":[153],"complex":[155],"activities.":[156],"Obtained":[157],"datasets":[158],"fed":[160],"networks":[165],"namely":[166],"convolutional":[167,178],"network":[169,188],"(CNN),":[170],"long-short":[171],"term":[172],"memory":[173],"(LSTM)":[174],"networks,":[176],"LSTM":[179,204],"(ConvLSTM)":[180],"performance":[184],"each":[186,190],"category":[191],"type":[192],"was":[193],"separately":[194],"examined.":[195],"results":[197],"show":[198],"that":[199],"ConvLSTM":[200],"outperforms":[201],"CNN":[202],"far":[206],"concerned.":[211]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":13}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}