{"id":"https://openalex.org/W2476010196","doi":"https://doi.org/10.1109/acc.2016.7525468","title":"A decision framework for an adaptive behavioral intervention for physical activity using hybrid model predictive control","display_name":"A decision framework for an adaptive behavioral intervention for physical activity using hybrid model predictive control","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2476010196","doi":"https://doi.org/10.1109/acc.2016.7525468","mag":"2476010196"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2016.7525468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2016.7525468","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 American Control Conference (ACC)","raw_type":"proceedings-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/A5014121970","display_name":"C\u00e9sar A. Mart\u00edn","orcid":"https://orcid.org/0000-0002-9071-5303"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]},{"id":"https://openalex.org/I2135383","display_name":"Escuela Superior Politecnica del Litoral","ror":"https://ror.org/04qenc566","country_code":"EC","type":"education","lineage":["https://openalex.org/I2135383"]}],"countries":["EC","US"],"is_corresponding":true,"raw_author_name":"Cesar A. Martin","raw_affiliation_strings":["Control Systems Engineering Laboratory, Arizona State University, Tempe, AZ, USA","Facultad de In-genier\u00eda en Electricidad y Computaci\u00f3n, Escuela Superior Polit\u00e9cnica del Litoral, ESPOL, Guayaquil, Ecuador"],"affiliations":[{"raw_affiliation_string":"Control Systems Engineering Laboratory, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]},{"raw_affiliation_string":"Facultad de In-genier\u00eda en Electricidad y Computaci\u00f3n, Escuela Superior Polit\u00e9cnica del Litoral, ESPOL, Guayaquil, Ecuador","institution_ids":["https://openalex.org/I2135383"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067879371","display_name":"Daniel E. Rivera","orcid":"https://orcid.org/0000-0002-3141-0577"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Daniel E. Rivera","raw_affiliation_strings":["Control Systems Engineering Laboratory, Arizona State University, Tempe, AZ, USA"],"affiliations":[{"raw_affiliation_string":"Control Systems Engineering Laboratory, Arizona State University, Tempe, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078089549","display_name":"Eric B. Hekler","orcid":"https://orcid.org/0000-0002-7434-0775"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eric B. Hekler","raw_affiliation_strings":["School of Nutrition and Health Promotion, Arizona State University, Phoenix, AZ, USA"],"affiliations":[{"raw_affiliation_string":"School of Nutrition and Health Promotion, Arizona State University, Phoenix, AZ, USA","institution_ids":["https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5014121970"],"corresponding_institution_ids":["https://openalex.org/I2135383","https://openalex.org/I55732556"],"apc_list":null,"apc_paid":null,"fwci":3.2019,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.91890541,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"3576","last_page":"3581"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11542","display_name":"Behavioral Health and Interventions","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11542","display_name":"Behavioral Health and Interventions","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10352","display_name":"Physical Activity and Health","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/2737","display_name":"Physiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11519","display_name":"Digital Mental Health Interventions","score":0.9574000239372253,"subfield":{"id":"https://openalex.org/subfields/3202","display_name":"Applied Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/mhealth","display_name":"mHealth","score":0.652281641960144},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6372582912445068},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5844715237617493},{"id":"https://openalex.org/keywords/intervention","display_name":"Intervention (counseling)","score":0.5838379263877869},{"id":"https://openalex.org/keywords/psychological-intervention","display_name":"Psychological intervention","score":0.5718137621879578},{"id":"https://openalex.org/keywords/categorical-variable","display_name":"Categorical variable","score":0.5703247785568237},{"id":"https://openalex.org/keywords/control-reconfiguration","display_name":"Control reconfiguration","score":0.5364359617233276},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.5246365666389465},{"id":"https://openalex.org/keywords/wireless","display_name":"Wireless","score":0.4129931926727295},{"id":"https://openalex.org/keywords/perspective","display_name":"Perspective (graphical)","score":0.41025710105895996},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3591843843460083},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.35341858863830566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3359875977039337},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.21837851405143738},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.09753543138504028}],"concepts":[{"id":"https://openalex.org/C2779363104","wikidata":"https://www.wikidata.org/wiki/Q17069079","display_name":"mHealth","level":3,"score":0.652281641960144},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6372582912445068},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5844715237617493},{"id":"https://openalex.org/C2780665704","wikidata":"https://www.wikidata.org/wiki/Q959298","display_name":"Intervention (counseling)","level":2,"score":0.5838379263877869},{"id":"https://openalex.org/C27415008","wikidata":"https://www.wikidata.org/wiki/Q7256382","display_name":"Psychological intervention","level":2,"score":0.5718137621879578},{"id":"https://openalex.org/C5274069","wikidata":"https://www.wikidata.org/wiki/Q2285707","display_name":"Categorical variable","level":2,"score":0.5703247785568237},{"id":"https://openalex.org/C119701452","wikidata":"https://www.wikidata.org/wiki/Q5165881","display_name":"Control reconfiguration","level":2,"score":0.5364359617233276},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.5246365666389465},{"id":"https://openalex.org/C555944384","wikidata":"https://www.wikidata.org/wiki/Q249","display_name":"Wireless","level":2,"score":0.4129931926727295},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.41025710105895996},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3591843843460083},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35341858863830566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3359875977039337},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.21837851405143738},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.09753543138504028},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2016.7525468","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2016.7525468","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 American Control Conference (ACC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8299999833106995,"id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1528555758","https://openalex.org/W1979672587","https://openalex.org/W1987543638","https://openalex.org/W2015531683","https://openalex.org/W2019449247","https://openalex.org/W2037886542","https://openalex.org/W2047097182","https://openalex.org/W2063899006","https://openalex.org/W2072962761","https://openalex.org/W2093712441","https://openalex.org/W2132602296","https://openalex.org/W2133202804","https://openalex.org/W2161716222","https://openalex.org/W2289697244","https://openalex.org/W2888190061","https://openalex.org/W2940460024","https://openalex.org/W3214923421","https://openalex.org/W4298102205","https://openalex.org/W6645508605","https://openalex.org/W6753641620"],"related_works":["https://openalex.org/W1981002473","https://openalex.org/W2357657342","https://openalex.org/W2153432761","https://openalex.org/W2152623100","https://openalex.org/W2142042635","https://openalex.org/W4214878056","https://openalex.org/W1580144672","https://openalex.org/W1988127757","https://openalex.org/W4248634784","https://openalex.org/W2787963433"],"abstract_inverted_index":{"Physical":[0],"inactivity":[1],"is":[2,51],"a":[3,26,38,42,62,73,159],"major":[4],"contributor":[5],"to":[6,85,114,135,151],"morbidity":[7],"and":[8,44,92,107,143],"mortality":[9],"worldwide.":[10],"Many":[11],"physical":[12,118,163],"activity":[13,164],"behavioral":[14,63,141],"interventions":[15],"at":[16],"present":[17],"have":[18],"shown":[19],"limited":[20],"success":[21],"addressing":[22],"the":[23,35,87,100,104,108,132,137,140,153,156],"problem":[24],"from":[25],"long-term":[27],"perspective":[28],"that":[29,50,111,128],"includes":[30],"maintenance.":[31],"This":[32],"paper":[33],"proposes":[34],"design":[36,58],"of":[37,95,103,155],"decision":[39,88],"algorithm":[40],"for":[41,117,162],"mobile":[43],"wireless":[45],"health":[46],"(mHealth)":[47],"adaptive":[48],"intervention":[49,105,116,121],"based":[52,66,76],"on":[53,61,67,77],"control":[54,81],"engineering":[55],"concepts.":[56],"The":[57,90,120],"process":[59],"relies":[60],"dynamical":[64],"model":[65,79,161],"Social":[68],"Cognitive":[69],"Theory":[70],"(SCT),":[71],"with":[72,99],"controller":[74,125,157],"formulation":[75],"hybrid":[78],"predictive":[80],"(HMPC)":[82],"being":[83],"used":[84],"implement":[86],"scheme.":[89],"discrete":[91],"logical":[93,109],"features":[94],"HMPC":[96],"coincide":[97],"naturally":[98],"categorical":[101],"nature":[102],"components":[106],"decisions":[110],"are":[112,149],"particular":[113],"an":[115,123],"activity.":[119],"incorporates":[122],"online":[124],"reconfiguration":[126],"mode":[127],"applies":[129],"changes":[130],"in":[131],"penalty":[133],"weights":[134],"accomplish":[136],"transition":[138],"between":[139],"initiation":[142],"maintenance":[144],"training":[145],"stages.":[146],"Simulation":[147],"results":[148],"presented":[150],"illustrate":[152],"performance":[154],"using":[158],"hypothetical":[160],"interventions,":[165],"under":[166],"realistic":[167],"conditions.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":6},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
