{"id":"https://openalex.org/W2611226293","doi":"https://doi.org/10.1109/skima.2016.7916228","title":"A review of sensor selection, sensor devices and sensor deployment for wearable sensor-based human activity recognition systems","display_name":"A review of sensor selection, sensor devices and sensor deployment for wearable sensor-based human activity recognition systems","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2611226293","doi":"https://doi.org/10.1109/skima.2016.7916228","mag":"2611226293"},"language":"en","primary_location":{"id":"doi:10.1109/skima.2016.7916228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/skima.2016.7916228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA)","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/A5037783994","display_name":"Hongnian Yu","orcid":"https://orcid.org/0000-0003-2894-2086"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hongnian Yu","raw_affiliation_strings":["Faculty of Science and Technology, Bournemouth University, Poole, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Bournemouth University, Poole, UK","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084481538","display_name":"Shuang Cang","orcid":null},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shuang Cang","raw_affiliation_strings":["Faculty of Management, Bournemouth University, Poole, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Management, Bournemouth University, Poole, UK","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100322682","display_name":"Yan Wang","orcid":"https://orcid.org/0000-0002-3984-6973"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yan Wang","raw_affiliation_strings":["Faculty of Science and Technology, Bournemouth University, Poole, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Science and Technology, Bournemouth University, Poole, UK","institution_ids":["https://openalex.org/I9300472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I9300472"],"apc_list":null,"apc_paid":null,"fwci":1.1071,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.90105827,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"250","last_page":"257"},"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/T11980","display_name":"Human Mobility and Location-Based Analysis","score":0.9735000133514404,"subfield":{"id":"https://openalex.org/subfields/3313","display_name":"Transportation"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10273","display_name":"IoT and Edge/Fog Computing","score":0.9700999855995178,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7820878028869629},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.7695128917694092},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7019200325012207},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.6352924704551697},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5518242120742798},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5507088303565979},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.49594125151634216},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.4630925953388214},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4500754177570343},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.44912174344062805},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3607177436351776},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.2451573610305786}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7820878028869629},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.7695128917694092},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7019200325012207},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.6352924704551697},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5518242120742798},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5507088303565979},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.49594125151634216},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4630925953388214},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4500754177570343},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.44912174344062805},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3607177436351776},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.2451573610305786},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/skima.2016.7916228","is_oa":false,"landing_page_url":"https://doi.org/10.1109/skima.2016.7916228","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 10th International Conference on Software, Knowledge, Information Management & Applications (SKIMA)","raw_type":"proceedings-article"},{"id":"pmh:oai:nrl.northumbria.ac.uk:36978","is_oa":false,"landing_page_url":"http://nrl.northumbria.ac.uk/36978/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401884","display_name":"Northumbria Research Link (Northumbria University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32394136","host_organization_name":"Northumbria University","host_organization_lineage":["https://openalex.org/I32394136"],"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 or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W30674699","https://openalex.org/W98188630","https://openalex.org/W151314940","https://openalex.org/W199706877","https://openalex.org/W939872481","https://openalex.org/W1166348654","https://openalex.org/W1549757185","https://openalex.org/W1847526739","https://openalex.org/W1896930264","https://openalex.org/W1969069964","https://openalex.org/W1969619091","https://openalex.org/W1972469193","https://openalex.org/W1975043475","https://openalex.org/W1980190659","https://openalex.org/W1984489625","https://openalex.org/W1988702183","https://openalex.org/W1988835709","https://openalex.org/W1988947723","https://openalex.org/W1990900597","https://openalex.org/W1994595981","https://openalex.org/W2003985931","https://openalex.org/W2013582641","https://openalex.org/W2014431515","https://openalex.org/W2019342228","https://openalex.org/W2023302299","https://openalex.org/W2033772926","https://openalex.org/W2033891698","https://openalex.org/W2034582927","https://openalex.org/W2035787713","https://openalex.org/W2038089879","https://openalex.org/W2051029594","https://openalex.org/W2051167698","https://openalex.org/W2054780155","https://openalex.org/W2059983432","https://openalex.org/W2072863751","https://openalex.org/W2079424416","https://openalex.org/W2081135661","https://openalex.org/W2085630382","https://openalex.org/W2086184552","https://openalex.org/W2091106212","https://openalex.org/W2098043650","https://openalex.org/W2103151433","https://openalex.org/W2105616895","https://openalex.org/W2108328714","https://openalex.org/W2110585947","https://openalex.org/W2126143198","https://openalex.org/W2138443593","https://openalex.org/W2139992952","https://openalex.org/W2140944144","https://openalex.org/W2148217011","https://openalex.org/W2149354205","https://openalex.org/W2152449912","https://openalex.org/W2159613676","https://openalex.org/W2170724010","https://openalex.org/W2180635266","https://openalex.org/W2187372594","https://openalex.org/W2233113351","https://openalex.org/W2328939014","https://openalex.org/W2339320718","https://openalex.org/W2339413132","https://openalex.org/W6604091132","https://openalex.org/W6606016471","https://openalex.org/W6627532341","https://openalex.org/W6687086604","https://openalex.org/W6703942948"],"related_works":["https://openalex.org/W2989490741","https://openalex.org/W3092506759","https://openalex.org/W2367545121","https://openalex.org/W4248881655","https://openalex.org/W2482165163","https://openalex.org/W2117913171","https://openalex.org/W3010890513","https://openalex.org/W3105278570","https://openalex.org/W120741642","https://openalex.org/W2582769230"],"abstract_inverted_index":{"Data":[0],"preprocessing,":[1],"feature":[2],"selection":[3],"and":[4,54,64],"classification":[5],"algorithms":[6],"usually":[7],"occupy":[8],"the":[9,26,35,43,68,76,80],"bulk":[10],"of":[11,34,45,49],"surveys":[12],"on":[13,25,42],"human":[14],"activity":[15],"recognition":[16],"(HAR).":[17],"This":[18],"paper":[19],"instead":[20],"gives":[21],"a":[22,31,62],"brief":[23],"review":[24,40],"data":[27,55],"acquisition":[28],"which":[29],"is":[30],"critical":[32],"stage":[33],"wearable":[36],"data-driven-based":[37],"HAR.":[38],"The":[39,57],"focuses":[41],"determination":[44],"sensor":[46,50,52],"types,":[47],"modality":[48],"devices,":[51],"deployment":[53],"collection.":[56],"work":[58],"aims":[59],"to":[60,74,79],"provide":[61],"comprehensive":[63],"detailed":[65],"guidance":[66],"for":[67],"fundamental":[69],"part":[70],"in":[71],"HAR,":[72],"also":[73],"highlight":[75],"challenges":[77],"related":[78],"topics":[81],"reviewed.":[82]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":8},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":6}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}