{"id":"https://openalex.org/W2407430331","doi":"https://doi.org/10.1109/jstsp.2016.2569472","title":"A Reliable and Reconfigurable Signal Processing Framework for Estimation of Metabolic Equivalent of Task in Wearable Sensors","display_name":"A Reliable and Reconfigurable Signal Processing Framework for Estimation of Metabolic Equivalent of Task in Wearable Sensors","publication_year":2016,"publication_date":"2016-05-17","ids":{"openalex":"https://openalex.org/W2407430331","doi":"https://doi.org/10.1109/jstsp.2016.2569472","mag":"2407430331"},"language":"en","primary_location":{"id":"doi:10.1109/jstsp.2016.2569472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2016.2569472","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"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 Journal of Selected Topics in Signal Processing","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/A5086978504","display_name":"Parastoo Alinia","orcid":"https://orcid.org/0000-0001-8201-3005"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Parastoo Alinia","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073938661","display_name":"Ramyar Saeedi","orcid":"https://orcid.org/0000-0002-5687-3420"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramyar Saeedi","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030124857","display_name":"Ramin Fallahzadeh","orcid":"https://orcid.org/0000-0001-9966-850X"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ramin Fallahzadeh","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023700612","display_name":"Ali Rokni","orcid":null},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ali Rokni","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA","institution_ids":["https://openalex.org/I72951846"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007139473","display_name":"Hassan Ghasemzadeh","orcid":"https://orcid.org/0000-0002-1844-1416"},"institutions":[{"id":"https://openalex.org/I72951846","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17","country_code":"US","type":"education","lineage":["https://openalex.org/I72951846"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hassan Ghasemzadeh","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Washington State University, Pullman, WA, USA","institution_ids":["https://openalex.org/I72951846"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5086978504"],"corresponding_institution_ids":["https://openalex.org/I72951846"],"apc_list":null,"apc_paid":null,"fwci":2.5051,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.92949804,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"10","issue":"5","first_page":"842","last_page":"853"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9994000196456909,"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":0.9994000196456909,"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/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9775999784469604,"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/T11209","display_name":"Cardiovascular and exercise physiology","score":0.967199981212616,"subfield":{"id":"https://openalex.org/subfields/2707","display_name":"Complementary and alternative medicine"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.8188847303390503},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7685868740081787},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6003883481025696},{"id":"https://openalex.org/keywords/wireless-sensor-network","display_name":"Wireless sensor network","score":0.5219742059707642},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.4912351965904236},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4878261387348175},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.45136287808418274},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4314122498035431},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.31199365854263306},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0803094208240509}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8188847303390503},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7685868740081787},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6003883481025696},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.5219742059707642},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.4912351965904236},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4878261387348175},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.45136287808418274},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4314122498035431},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.31199365854263306},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0803094208240509},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jstsp.2016.2569472","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstsp.2016.2569472","pdf_url":null,"source":{"id":"https://openalex.org/S42167783","display_name":"IEEE Journal of Selected Topics in Signal Processing","issn_l":"1932-4553","issn":["1932-4553","1941-0484"],"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 Journal of Selected Topics in Signal Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.550000011920929,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320309913","display_name":"Washington State University","ror":"https://ror.org/05dk0ce17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W3568731","https://openalex.org/W47322132","https://openalex.org/W1490954610","https://openalex.org/W1501312957","https://openalex.org/W1510660243","https://openalex.org/W1914380097","https://openalex.org/W1947184236","https://openalex.org/W1963727881","https://openalex.org/W1970993845","https://openalex.org/W1976018856","https://openalex.org/W1986328771","https://openalex.org/W1990776473","https://openalex.org/W2008753476","https://openalex.org/W2008826782","https://openalex.org/W2040994572","https://openalex.org/W2045065444","https://openalex.org/W2051397206","https://openalex.org/W2052607251","https://openalex.org/W2056169469","https://openalex.org/W2062152791","https://openalex.org/W2074276081","https://openalex.org/W2078488070","https://openalex.org/W2090550165","https://openalex.org/W2102419107","https://openalex.org/W2108911539","https://openalex.org/W2120707181","https://openalex.org/W2122922389","https://openalex.org/W2128621051","https://openalex.org/W2133990480","https://openalex.org/W2135607475","https://openalex.org/W2144852094","https://openalex.org/W2148611131","https://openalex.org/W2150416005","https://openalex.org/W2151834330","https://openalex.org/W2153861700","https://openalex.org/W2157091296","https://openalex.org/W2157762168","https://openalex.org/W2165698076","https://openalex.org/W2186489521","https://openalex.org/W2217197715","https://openalex.org/W2295582178","https://openalex.org/W2299642248","https://openalex.org/W2313023344","https://openalex.org/W2346353495","https://openalex.org/W2468272042","https://openalex.org/W2504958336","https://openalex.org/W2532534778","https://openalex.org/W2538406718","https://openalex.org/W2616180702","https://openalex.org/W2726367589","https://openalex.org/W4245100975","https://openalex.org/W6600150113","https://openalex.org/W6687011383","https://openalex.org/W6697274609","https://openalex.org/W6728632687"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W2514492205","https://openalex.org/W4250401876","https://openalex.org/W2943851981","https://openalex.org/W2095299560","https://openalex.org/W2907667791","https://openalex.org/W3047461507","https://openalex.org/W3126390843","https://openalex.org/W4245880644","https://openalex.org/W2528680939"],"abstract_inverted_index":{"Wearable":[0],"motion":[1],"sensors":[2,109,140,161,165],"are":[3],"widely":[4],"used":[5],"to":[6,55,63,74,106,118,137,141,162,229],"estimate":[7],"metabolic":[8],"equivalent":[9],"of":[10,25,34,43,78,158,179,184,191,203,225],"task":[11],"(MET)":[12],"values":[13,208],"associated":[14],"with":[15],"physical":[16],"activities.":[17],"However,":[18],"one":[19],"major":[20],"obstacle":[21],"in":[22,32,166,181,205],"widespread":[23],"adoption":[24],"current":[26],"wearables":[27],"is":[28,152],"that":[29,103,171],"any":[30,50],"changes":[31],"configuration":[33],"the":[35,44,76,108,135,142,156,163,185,219],"network":[36,143],"requires":[37],"new":[38,84,139,148],"data":[39],"collection":[40],"and":[41,67,83,87,91,194],"re-training":[42],"underlying":[45],"signal":[46],"processing":[47],"algorithms.":[48],"For":[49],"wearable-based":[51],"MET":[52,93,195,207,226],"estimation":[53,94,227],"framework":[54],"be":[56,64],"considered":[57],"a":[58,89,98,119,126,210],"viable":[59],"platform,":[60],"it":[61],"needs":[62],"reconfigurable,":[65],"reliable,":[66],"power-efficient.":[68],"In":[69],"this":[70],"paper,":[71],"we":[72,124],"aim":[73],"address":[75],"issues":[77],"sensor":[79,85,100,173,192],"misplacement,":[80],"power":[81],"efficiency,":[82],"addition":[86],"propose":[88,125],"reliable":[90],"reconfigurable":[92],"framework.":[95],"We":[96],"introduce":[97],"power-aware":[99],"localization":[101,174,193],"approach":[102],"allows":[104],"users":[105],"wear":[107],"on":[110],"different":[111],"body":[112],"locations":[113],"without":[114,144],"need":[115,145],"for":[116,146],"adhering":[117],"specific":[120],"installation":[121],"protocol.":[122],"Furthermore,":[123,213],"novel":[127],"transductive":[128],"transfer":[129,215],"learning":[130,216],"approach,":[131],"which":[132],"gives":[133],"end-users":[134],"ability":[136],"add":[138],"collecting":[147],"training":[149],"data.":[150],"This":[151],"accomplished":[153],"by":[154],"transferring":[155],"knowledge":[157],"already":[159],"trained":[160],"untrained":[164],"real-time.":[167],"Our":[168],"experiments":[169],"demonstrate":[170],"our":[172,214],"algorithm":[175,217],"achieves":[176,197],"an":[177,198],"accuracy":[178],"90.8%":[180],"detecting":[182],"location":[183],"wearable":[186],"sensors.":[187],"The":[188],"integrated":[189],"model":[190],"calculation":[196],"R":[199,220],"<sup":[200,221],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[201,222],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">2</sup>":[202,223],"0.8":[204],"estimating":[206],"using":[209],"regression-based":[211],"model.":[212],"improves":[218],"value":[224],"up":[228],"60%.":[230]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}