{"id":"https://openalex.org/W2050889075","doi":"https://doi.org/10.1109/mwc.2013.6590051","title":"Low intrusive Ehealth monitoring: human posture and activity level detection with an intelligent furniture network","display_name":"Low intrusive Ehealth monitoring: human posture and activity level detection with an intelligent furniture network","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2050889075","doi":"https://doi.org/10.1109/mwc.2013.6590051","mag":"2050889075"},"language":"en","primary_location":{"id":"doi:10.1109/mwc.2013.6590051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.2013.6590051","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications","raw_type":"journal-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/A5084183434","display_name":"Tapio Heikkil\u00e4","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"T. Heikkil\u00e4","raw_affiliation_strings":["University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","VTT Technical Research Centre of Finland, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","institution_ids":["https://openalex.org/I87653560","https://openalex.org/I98381234"]},{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078900009","display_name":"Esko Str\u00f6mmer","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"E. Str\u00f6mmer","raw_affiliation_strings":["University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","VTT Technical Research Centre of Finland, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","institution_ids":["https://openalex.org/I87653560","https://openalex.org/I98381234"]},{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055071348","display_name":"Sauli Kivikunnas","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"S. Kivikunnas","raw_affiliation_strings":["University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","VTT Technical Research Centre of Finland, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","institution_ids":["https://openalex.org/I87653560","https://openalex.org/I98381234"]},{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001441872","display_name":"Markku J\u00e4rviluoma","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"M. J\u00e4rviluoma","raw_affiliation_strings":["University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","VTT Technical Research Centre of Finland, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","institution_ids":["https://openalex.org/I87653560","https://openalex.org/I98381234"]},{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027955903","display_name":"Marko Korkalainen","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"M. Korkalainen","raw_affiliation_strings":["University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","VTT Technical Research Centre of Finland, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","institution_ids":["https://openalex.org/I87653560","https://openalex.org/I98381234"]},{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080665552","display_name":"Vesa Kyll\u00f6nen","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"V. Kyll\u00f6nen","raw_affiliation_strings":["University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","VTT Technical Research Centre of Finland, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","institution_ids":["https://openalex.org/I87653560","https://openalex.org/I98381234"]},{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111982874","display_name":"E-M. Sarjanoja","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"E. Sarjanoja","raw_affiliation_strings":["University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","VTT Technical Research Centre of Finland, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","institution_ids":["https://openalex.org/I87653560","https://openalex.org/I98381234"]},{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002810073","display_name":"Irina Peltomaa","orcid":null},"institutions":[{"id":"https://openalex.org/I87653560","display_name":"VTT Technical Research Centre of Finland","ror":"https://ror.org/04b181w54","country_code":"FI","type":"nonprofit","lineage":["https://openalex.org/I4210089493","https://openalex.org/I87653560"]},{"id":"https://openalex.org/I98381234","display_name":"University of Oulu","ror":"https://ror.org/03yj89h83","country_code":"FI","type":"education","lineage":["https://openalex.org/I98381234"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"I. Peltomaa","raw_affiliation_strings":["University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","VTT Technical Research Centre of Finland, Finland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Oulu, control engineering, VTT Technical Research Centre of Finland, Germany","institution_ids":["https://openalex.org/I87653560","https://openalex.org/I98381234"]},{"raw_affiliation_string":"VTT Technical Research Centre of Finland, Finland","institution_ids":["https://openalex.org/I87653560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":8,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4801,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.69869285,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"20","issue":"4","first_page":"57","last_page":"63"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9916999936103821,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9916999936103821,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9894999861717224,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9775000214576721,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7896456718444824},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.6106464266777039},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.6086630821228027},{"id":"https://openalex.org/keywords/internet-of-things","display_name":"Internet of Things","score":0.43411290645599365},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4300503432750702},{"id":"https://openalex.org/keywords/ehealth","display_name":"eHealth","score":0.42679959535598755},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4173447787761688},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4123390316963196},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.35627254843711853},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.31807029247283936},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.2982226610183716},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.20447078347206116}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7896456718444824},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.6106464266777039},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.6086630821228027},{"id":"https://openalex.org/C81860439","wikidata":"https://www.wikidata.org/wiki/Q251212","display_name":"Internet of Things","level":2,"score":0.43411290645599365},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4300503432750702},{"id":"https://openalex.org/C202645933","wikidata":"https://www.wikidata.org/wiki/Q4930","display_name":"eHealth","level":3,"score":0.42679959535598755},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4173447787761688},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4123390316963196},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.35627254843711853},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.31807029247283936},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.2982226610183716},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.20447078347206116},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C50522688","wikidata":"https://www.wikidata.org/wiki/Q189833","display_name":"Economic growth","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/mwc.2013.6590051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mwc.2013.6590051","pdf_url":null,"source":{"id":"https://openalex.org/S146764194","display_name":"IEEE Wireless Communications","issn_l":"1536-1284","issn":["1536-1284","1558-0687"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Wireless Communications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1481646516","https://openalex.org/W1658679052","https://openalex.org/W1816889752","https://openalex.org/W1972309575","https://openalex.org/W1984282266","https://openalex.org/W1996669654","https://openalex.org/W2071565349","https://openalex.org/W2073453224","https://openalex.org/W2105621472","https://openalex.org/W2115292859","https://openalex.org/W2133888978","https://openalex.org/W2145970879","https://openalex.org/W2612086397","https://openalex.org/W2972216813","https://openalex.org/W4237976505","https://openalex.org/W4285719527","https://openalex.org/W4388392666","https://openalex.org/W6628727242","https://openalex.org/W6646480245","https://openalex.org/W6679952513"],"related_works":["https://openalex.org/W4308190148","https://openalex.org/W2196310376","https://openalex.org/W4281488710","https://openalex.org/W4310458807","https://openalex.org/W754949616","https://openalex.org/W2887033287","https://openalex.org/W4221023391","https://openalex.org/W4248608655","https://openalex.org/W2407313067","https://openalex.org/W3005366760"],"abstract_inverted_index":{"Assisting":[0],"elderly":[1],"people":[2],"living":[3,28],"at":[4],"home":[5],"is":[6,19,54,80],"a":[7,57],"topical":[8],"issue":[9],"for":[10,34],"Information":[11],"and":[12,25,51,79,85,104,129,135,144],"Communication":[13],"Technology":[14],"(ICT)":[15],"developers.":[16],"The":[17,70],"motivation":[18],"in":[20,46,124,133],"tracking":[21],"the":[22,47,90,118,121,125],"resident":[23],"behavior":[24,45],"detecting":[26],"abnormal":[27],"patterns.":[29],"We":[30],"take":[31],"an":[32,36,40],"approach":[33],"such":[35],"eHealth":[37],"monitoring":[38,86],"by":[39],"intelligent":[41,60],"furniture":[42,61,122],"network.":[43],"Human":[44],"form":[48,126],"of":[49,59,120,127],"postures":[50,128],"activity":[52,130,136],"levels":[53],"monitored":[55],"using":[56],"set":[58],"with":[62,82,107],"very":[63],"low":[64],"cost":[65],"low-intrusive":[66],"capacitive":[67],"proximity":[68],"sensors.":[69],"sensor":[71,76],"system":[72],"relies":[73],"on":[74,100],"wireless":[75],"network":[77],"technologies":[78],"extended":[81],"data":[83],"management":[84],"user":[87,123],"interfaces":[88],"via":[89],"internet.":[91],"Our":[92],"experimental":[93],"tests":[94],"show":[95],"that":[96],"compact":[97],"algorithms":[98],"based":[99],"nearest":[101],"neighborhood":[102],"classifiers":[103],"filter":[105],"banks":[106],"Infinite":[108],"Impulse":[109],"Response":[110],"(IIR)":[111],"filters":[112],"or":[113],"Haar":[114],"wavelets":[115],"can":[116,138],"identify":[117],"state":[119],"levels.":[131],"Changes":[132],"posture":[134],"patterns":[137],"reveal":[139],"behavioral":[140],"anomalies,":[141],"like":[142],"restlessness":[143],"wandering,":[145],"indicating":[146],"possible":[147],"health":[148],"related":[149],"unrevealed":[150],"complications.":[151]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
