{"id":"https://openalex.org/W2154471847","doi":"https://doi.org/10.1109/percomw.2013.6529469","title":"Sensor-based identification of human stress levels","display_name":"Sensor-based identification of human stress levels","publication_year":2013,"publication_date":"2013-03-01","ids":{"openalex":"https://openalex.org/W2154471847","doi":"https://doi.org/10.1109/percomw.2013.6529469","mag":"2154471847"},"language":"en","primary_location":{"id":"doi:10.1109/percomw.2013.6529469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2013.6529469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)","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/A5061920885","display_name":"Korbinian Frank","orcid":null},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Korbinian Frank","raw_affiliation_strings":["Institute of Communications and Navigation, German Aerospace Center, Oberpfaffenhofen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Communications and Navigation, German Aerospace Center, Oberpfaffenhofen, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070393745","display_name":"Patrick Robertson","orcid":"https://orcid.org/0000-0002-6544-7570"},"institutions":[{"id":"https://openalex.org/I2898391981","display_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","ror":"https://ror.org/04bwf3e34","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I2898391981"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Patrick Robertson","raw_affiliation_strings":["Institute of Communications and Navigation, German Aerospace Center, Oberpfaffenhofen, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Communications and Navigation, German Aerospace Center, Oberpfaffenhofen, Germany","institution_ids":["https://openalex.org/I2898391981"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087584536","display_name":"Michael R. Gross","orcid":"https://orcid.org/0000-0001-6585-8946"},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Gross","raw_affiliation_strings":["Mobile and Distributed Systems, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mobile and Distributed Systems, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5089507388","display_name":"Kevin Wiesner","orcid":null},"institutions":[{"id":"https://openalex.org/I8204097","display_name":"Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen","ror":"https://ror.org/05591te55","country_code":"DE","type":"education","lineage":["https://openalex.org/I8204097"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kevin Wiesner","raw_affiliation_strings":["Mobile and Distributed Systems, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Mobile and Distributed Systems, Ludwig-Maximilians-Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I8204097"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"14","issue":null,"first_page":"127","last_page":"132"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9990000128746033,"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"}},"topics":[{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9990000128746033,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9965999722480774,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9936000108718872,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.6516151428222656},{"id":"https://openalex.org/keywords/android","display_name":"Android (operating system)","score":0.6291955709457397},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.5325172543525696},{"id":"https://openalex.org/keywords/stress","display_name":"Stress (linguistics)","score":0.49467846751213074},{"id":"https://openalex.org/keywords/mobile-phone","display_name":"Mobile phone","score":0.45517733693122864},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.45008933544158936},{"id":"https://openalex.org/keywords/mobile-telephony","display_name":"Mobile telephony","score":0.44849443435668945},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4342811107635498},{"id":"https://openalex.org/keywords/mobile-computing","display_name":"Mobile computing","score":0.42757922410964966},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.42252373695373535},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4064792990684509},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.33854275941848755},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32036930322647095},{"id":"https://openalex.org/keywords/mobile-radio","display_name":"Mobile radio","score":0.12475430965423584},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.10848602652549744},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.09071800112724304}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6516151428222656},{"id":"https://openalex.org/C557433098","wikidata":"https://www.wikidata.org/wiki/Q94","display_name":"Android (operating system)","level":2,"score":0.6291955709457397},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.5325172543525696},{"id":"https://openalex.org/C21036866","wikidata":"https://www.wikidata.org/wiki/Q181767","display_name":"Stress (linguistics)","level":2,"score":0.49467846751213074},{"id":"https://openalex.org/C2777421447","wikidata":"https://www.wikidata.org/wiki/Q17517","display_name":"Mobile phone","level":2,"score":0.45517733693122864},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.45008933544158936},{"id":"https://openalex.org/C95491727","wikidata":"https://www.wikidata.org/wiki/Q992968","display_name":"Mobile telephony","level":3,"score":0.44849443435668945},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4342811107635498},{"id":"https://openalex.org/C144543869","wikidata":"https://www.wikidata.org/wiki/Q2738570","display_name":"Mobile computing","level":2,"score":0.42757922410964966},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.42252373695373535},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4064792990684509},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.33854275941848755},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32036930322647095},{"id":"https://openalex.org/C2781307350","wikidata":"https://www.wikidata.org/wiki/Q6887221","display_name":"Mobile radio","level":2,"score":0.12475430965423584},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.10848602652549744},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.09071800112724304},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/percomw.2013.6529469","is_oa":false,"landing_page_url":"https://doi.org/10.1109/percomw.2013.6529469","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 IEEE International Conference on Pervasive Computing and Communications Workshops (PERCOM Workshops)","raw_type":"proceedings-article"},{"id":"pmh:oai:elib.dlr.de:80709","is_oa":false,"landing_page_url":"https://doi.org/10.1109/PerComW.2013.6529469>.","pdf_url":null,"source":{"id":"https://openalex.org/S4377196266","display_name":"elib (German Aerospace Center)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2898391981","host_organization_name":"Deutsches Zentrum f\u00fcr Luft- und Raumfahrt e. V. (DLR)","host_organization_lineage":["https://openalex.org/I2898391981"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Konferenzbeitrag"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.7599999904632568,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W11626971","https://openalex.org/W23092218","https://openalex.org/W29198015","https://openalex.org/W1506560185","https://openalex.org/W1518433044","https://openalex.org/W1576271900","https://openalex.org/W1992922932","https://openalex.org/W2044870380","https://openalex.org/W2045096334","https://openalex.org/W2095600835","https://openalex.org/W2103257739","https://openalex.org/W2120357670","https://openalex.org/W2120945046","https://openalex.org/W2131274108","https://openalex.org/W2133589238","https://openalex.org/W2149129787","https://openalex.org/W2171801645","https://openalex.org/W2285072859","https://openalex.org/W2556902169","https://openalex.org/W3024278996","https://openalex.org/W6600486050","https://openalex.org/W6600926226","https://openalex.org/W6601191596","https://openalex.org/W6634380119","https://openalex.org/W6661452219","https://openalex.org/W6674527195"],"related_works":["https://openalex.org/W3016838864","https://openalex.org/W2792021786","https://openalex.org/W184503604","https://openalex.org/W3212733659","https://openalex.org/W3139163873","https://openalex.org/W2896203871","https://openalex.org/W3097326233","https://openalex.org/W2046852935","https://openalex.org/W2058315714","https://openalex.org/W4210272022"],"abstract_inverted_index":{"In":[0],"this":[1,95],"work":[2,96],"we":[3],"present":[4],"a":[5,18,24,38,85,114,131,145],"mobile":[6,39,66,115],"stress":[7,35,53,86,122],"recognition":[8,15,54],"system":[9,16,59,101,141],"based":[10],"on":[11,52,63],"an":[12,64],"existing":[13],"activity":[14,28],"using":[17],"hip-worn":[19],"inertial":[20],"measurement":[21],"unit":[22],"and":[23,68,111,154],"chest":[25],"belt.":[26],"Integrating":[27],"knowledge,":[29],"the":[30,45,48,99,107,139],"prediction":[31],"of":[32,47,89,94,121],"different":[33,71],"human":[34],"levels":[36],"in":[37,55,82,113,123,130],"environment":[40],"can":[41,142],"be":[42],"enabled":[43],"while":[44],"state":[46],"art":[49],"is":[50,78,102],"focussed":[51],"static":[56],"environments.":[57],"Our":[58,76],"has":[60,126],"been":[61,128],"implemented":[62,100],"Android":[65],"phone":[67],"evaluated":[69],"for":[70,147,155],"Bayesian":[72],"networks":[73],"as":[74,144],"classifiers.":[75],"implementation":[77],"able":[79,103],"to":[80,104,134],"operate":[81],"real-time":[83],"with":[84,150],"inference":[87],"rate":[88],"1":[90],"Hz.":[91],"The":[92],"results":[93],"indicate":[97],"that":[98],"differentiate":[105],"between":[106],"states":[108],"'No":[109],"Stress'":[110],"'Stress'":[112],"context.":[116],"A":[117],"more":[118],"detailed":[119],"distinction":[120],"five":[124],"substates":[125],"not":[127],"possible":[129],"reliable":[132],"way":[133],"date.":[135],"With":[136],"our":[137],"results,":[138],"proposed":[140],"serve":[143],"basis":[146],"further":[148],"improvements":[149],"larger":[151],"data":[152],"sets":[153],"in-situ":[156],"testing":[157],"during":[158],"disaster":[159],"assessment.":[160]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
