{"id":"https://openalex.org/W4316671830","doi":"https://doi.org/10.3390/s23021039","title":"Human Postures Recognition by Accelerometer Sensor and ML Architecture Integrated in Embedded Platforms: Benchmarking and Performance Evaluation","display_name":"Human Postures Recognition by Accelerometer Sensor and ML Architecture Integrated in Embedded Platforms: Benchmarking and Performance Evaluation","publication_year":2023,"publication_date":"2023-01-16","ids":{"openalex":"https://openalex.org/W4316671830","doi":"https://doi.org/10.3390/s23021039","pmid":"https://pubmed.ncbi.nlm.nih.gov/36679839"},"language":"en","primary_location":{"id":"doi:10.3390/s23021039","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23021039","pdf_url":"https://www.mdpi.com/1424-8220/23/2/1039/pdf?version=1673877638","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/23/2/1039/pdf?version=1673877638","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037356012","display_name":"Alessandro Leone","orcid":"https://orcid.org/0000-0002-8970-3313"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210165120","display_name":"Institute for Microelectronics and Microsystems","ror":"https://ror.org/05vk2g845","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210165120"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Alessandro Leone","raw_affiliation_strings":["National Research Council of Italy, Institute for Microelectronics and Microsystems, 73100 Lecce, Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy, Institute for Microelectronics and Microsystems, 73100 Lecce, Italy","institution_ids":["https://openalex.org/I4210165120","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021119027","display_name":"Gabriele Rescio","orcid":"https://orcid.org/0000-0003-3374-2433"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210165120","display_name":"Institute for Microelectronics and Microsystems","ror":"https://ror.org/05vk2g845","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210165120"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Gabriele Rescio","raw_affiliation_strings":["National Research Council of Italy, Institute for Microelectronics and Microsystems, 73100 Lecce, Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy, Institute for Microelectronics and Microsystems, 73100 Lecce, Italy","institution_ids":["https://openalex.org/I4210165120","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064240526","display_name":"Andrea Caroppo","orcid":"https://orcid.org/0000-0003-0318-8347"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I4210165120","display_name":"Institute for Microelectronics and Microsystems","ror":"https://ror.org/05vk2g845","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210165120"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Caroppo","raw_affiliation_strings":["National Research Council of Italy, Institute for Microelectronics and Microsystems, 73100 Lecce, Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy, Institute for Microelectronics and Microsystems, 73100 Lecce, Italy","institution_ids":["https://openalex.org/I4210165120","https://openalex.org/I4210155236"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073091905","display_name":"Pietro Siciliano","orcid":"https://orcid.org/0000-0002-1312-4593"},"institutions":[{"id":"https://openalex.org/I4210165120","display_name":"Institute for Microelectronics and Microsystems","ror":"https://ror.org/05vk2g845","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210165120"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Pietro Siciliano","raw_affiliation_strings":["National Research Council of Italy, Institute for Microelectronics and Microsystems, 73100 Lecce, Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy, Institute for Microelectronics and Microsystems, 73100 Lecce, Italy","institution_ids":["https://openalex.org/I4210165120","https://openalex.org/I4210155236"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045835832","display_name":"Andrea Manni","orcid":"https://orcid.org/0000-0001-5716-5824"},"institutions":[{"id":"https://openalex.org/I4210165120","display_name":"Institute for Microelectronics and Microsystems","ror":"https://ror.org/05vk2g845","country_code":"IT","type":"facility","lineage":["https://openalex.org/I4210155236","https://openalex.org/I4210165120"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Andrea Manni","raw_affiliation_strings":["National Research Council of Italy, Institute for Microelectronics and Microsystems, 73100 Lecce, Italy"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy, Institute for Microelectronics and Microsystems, 73100 Lecce, Italy","institution_ids":["https://openalex.org/I4210165120","https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5037356012"],"corresponding_institution_ids":["https://openalex.org/I4210155236","https://openalex.org/I4210165120"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.5224,"has_fulltext":true,"cited_by_count":29,"citation_normalized_percentile":{"value":0.94234941,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"23","issue":"2","first_page":"1039","last_page":"1039"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9986000061035156,"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":0.9986000061035156,"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":0.9689000248908997,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9154999852180481,"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/accelerometer","display_name":"Accelerometer","score":0.6586705446243286},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6323107481002808},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5831815600395203},{"id":"https://openalex.org/keywords/benchmarking","display_name":"Benchmarking","score":0.5753934383392334},{"id":"https://openalex.org/keywords/usability","display_name":"Usability","score":0.5703850984573364},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5529077053070068},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.541772723197937},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.5348179936408997},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.5153440833091736},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.4671895503997803},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.43182751536369324},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4024902880191803},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.29955264925956726},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.12290129065513611}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.6586705446243286},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6323107481002808},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5831815600395203},{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.5753934383392334},{"id":"https://openalex.org/C170130773","wikidata":"https://www.wikidata.org/wiki/Q216378","display_name":"Usability","level":2,"score":0.5703850984573364},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5529077053070068},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.541772723197937},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.5348179936408997},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.5153440833091736},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.4671895503997803},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.43182751536369324},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4024902880191803},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.29955264925956726},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.12290129065513611},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","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/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000368","descriptor_name":"Aged","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D019985","descriptor_name":"Benchmarking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D061725","descriptor_name":"Accelerometry","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"id":"doi:10.3390/s23021039","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23021039","pdf_url":"https://www.mdpi.com/1424-8220/23/2/1039/pdf?version=1673877638","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36679839","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36679839","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:9865298","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9865298","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC9865298/pdf/sensors-23-01039.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:dc7ee419488c4af1a66df45faeadaebf","is_oa":true,"landing_page_url":"https://doaj.org/article/dc7ee419488c4af1a66df45faeadaebf","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 23, Iss 2, p 1039 (2023)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/23/2/1039/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s23021039","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 23; Issue 2; Pages: 1039","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s23021039","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s23021039","pdf_url":"https://www.mdpi.com/1424-8220/23/2/1039/pdf?version=1673877638","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8399999737739563,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4316671830.pdf"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1968803282","https://openalex.org/W2059810738","https://openalex.org/W2142827986","https://openalex.org/W2162993676","https://openalex.org/W2163660327","https://openalex.org/W2600746833","https://openalex.org/W2606436201","https://openalex.org/W2610219346","https://openalex.org/W2727983935","https://openalex.org/W2733463659","https://openalex.org/W2785614449","https://openalex.org/W2789447823","https://openalex.org/W2803696223","https://openalex.org/W2911964244","https://openalex.org/W2918956281","https://openalex.org/W2938712259","https://openalex.org/W3036131899","https://openalex.org/W3042811049","https://openalex.org/W3093949107","https://openalex.org/W3104065111","https://openalex.org/W3108845222","https://openalex.org/W3134111008","https://openalex.org/W3134729913","https://openalex.org/W3168921462","https://openalex.org/W3204936303","https://openalex.org/W3211583657","https://openalex.org/W4210507131","https://openalex.org/W4220999196","https://openalex.org/W4244238212","https://openalex.org/W4293761208","https://openalex.org/W4311532909"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W2706752825","https://openalex.org/W2117913171","https://openalex.org/W2582769230"],"abstract_inverted_index":{"Embedded":[0],"hardware":[1],"systems,":[2],"such":[3],"as":[4,193],"wearable":[5],"devices,":[6],"are":[7,93],"widely":[8],"used":[9],"for":[10,55,68,79,175],"health":[11],"status":[12],"monitoring":[13],"of":[14,41,82,160,172],"ageing":[15],"people":[16],"to":[17,28,37],"improve":[18],"their":[19,45],"well-being.":[20],"In":[21],"this":[22,48,80],"context,":[23],"it":[24],"becomes":[25],"increasingly":[26],"important":[27],"develop":[29],"portable,":[30],"easy-to-use,":[31],"compact,":[32],"and":[33,43,75,97,115,127,134,144,183,189],"energy-efficient":[34],"hardware-software":[35],"platforms,":[36],"enhance":[38],"the":[39,69,73,77,176,194],"level":[40],"usability":[42],"promote":[44],"deployment.":[46],"With":[47],"purpose":[49],"an":[50,168],"automatic":[51],"tri-axial":[52],"accelerometer-based":[53],"system":[54],"postural":[56],"recognition":[57,109],"has":[58],"been":[59],"developed,":[60],"useful":[61],"in":[62,72],"detecting":[63],"potential":[64],"inappropriate":[65],"behavioral":[66],"habits":[67],"elderly.":[70],"Systems":[71],"literature":[74],"on":[76,121,136,152,198],"market":[78],"type":[81],"analysis":[83],"mostly":[84],"use":[85],"personal":[86,199],"computers":[87],"with":[88,123,186],"high":[89,99],"computing":[90],"resources,":[91],"which":[92],"not":[94],"easily":[95],"portable":[96],"have":[98],"power":[100,128],"consumption.":[101,129],"To":[102],"overcome":[103],"these":[104],"limitations,":[105],"a":[106,190],"real-time":[107],"posture":[108],"Machine":[110,154],"Learning":[111,155],"algorithm":[112],"was":[113,132,150],"developed":[114],"optimized":[116],"that":[117],"could":[118],"perform":[119],"highly":[120],"platforms":[122],"low":[124],"computational":[125,191],"capacity":[126],"The":[130,147,164],"software":[131],"integrated":[133],"tested":[135],"two":[137],"low-cost":[138],"embedded":[139],"platform":[140],"(Raspberry":[141],"Pi":[142],"4":[143],"Odroid":[145],"N2+).":[146],"experimentation":[148],"stage":[149],"performed":[151],"various":[153],"pre-trained":[156],"classifiers":[157,196],"using":[158],"data":[159],"seven":[161],"elderly":[162],"users.":[163],"preliminary":[165],"results":[166],"showed":[167],"activity":[169],"classification":[170],"accuracy":[171,188],"about":[173],"98%":[174],"four":[177],"analyzed":[178],"postures":[179],"(Standing,":[180],"Sitting,":[181],"Bending,":[182],"Lying":[184],"down),":[185],"similar":[187],"load":[192],"state-of-the-art":[195],"running":[197],"computers.":[200]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":8},{"year":2023,"cited_by_count":11}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
