{"id":"https://openalex.org/W3121708534","doi":"https://doi.org/10.3390/s21030798","title":"Using Different Combinations of Body-Mounted IMU Sensors to Estimate Speed of Horses\u2014A Machine Learning Approach","display_name":"Using Different Combinations of Body-Mounted IMU Sensors to Estimate Speed of Horses\u2014A Machine Learning Approach","publication_year":2021,"publication_date":"2021-01-25","ids":{"openalex":"https://openalex.org/W3121708534","doi":"https://doi.org/10.3390/s21030798","mag":"3121708534","pmid":"https://pubmed.ncbi.nlm.nih.gov/33530288"},"language":"en","primary_location":{"id":"doi:10.3390/s21030798","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21030798","pdf_url":"https://www.mdpi.com/1424-8220/21/3/798/pdf?version=1611633165","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/1424-8220/21/3/798/pdf?version=1611633165","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5053187145","display_name":"Hamed Darbandi","orcid":"https://orcid.org/0000-0003-0898-2718"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":true,"raw_author_name":"Hamed Darbandi","raw_affiliation_strings":["Pervasive Systems Group, Department of Computer Science, University of Twente, 7522 NB Enschede, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Pervasive Systems Group, Department of Computer Science, University of Twente, 7522 NB Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038833225","display_name":"Filipe M. Serra Bragan\u00e7a","orcid":"https://orcid.org/0000-0001-8514-7949"},"institutions":[{"id":"https://openalex.org/I193662353","display_name":"Utrecht University","ror":"https://ror.org/04pp8hn57","country_code":"NL","type":"education","lineage":["https://openalex.org/I193662353"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Filipe Serra Bragan\u00e7a","raw_affiliation_strings":["Department of Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, 3584 CM Utrecht, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Clinical Sciences, Faculty of Veterinary Medicine, Utrecht University, 3584 CM Utrecht, The Netherlands","institution_ids":["https://openalex.org/I193662353"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071515618","display_name":"Berend Jan van der Zwaag","orcid":"https://orcid.org/0000-0003-0884-5334"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Berend Jan van der Zwaag","raw_affiliation_strings":["Inertia Technology B.V., 7521 AG Enschede, The Netherlands","Pervasive Systems Group, Department of Computer Science, University of Twente, 7522 NB Enschede, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Inertia Technology B.V., 7521 AG Enschede, The Netherlands","institution_ids":[]},{"raw_affiliation_string":"Pervasive Systems Group, Department of Computer Science, University of Twente, 7522 NB Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019992326","display_name":"J. P. Voskamp","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"John Voskamp","raw_affiliation_strings":["Rosmark Consultancy, 6733 AA Wekerom, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Rosmark Consultancy, 6733 AA Wekerom, The Netherlands","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045695270","display_name":"Annik Imogen Gmel","orcid":"https://orcid.org/0000-0002-6259-2377"},"institutions":[{"id":"https://openalex.org/I4210139035","display_name":"Agroscope","ror":"https://ror.org/04d8ztx87","country_code":"CH","type":"facility","lineage":["https://openalex.org/I4210139035"]},{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Annik Imogen Gmel","raw_affiliation_strings":["Agroscope\u2014Swiss National Stud Farm, Les Longs-Pr\u00e9s, 1580 Avenches, Switzerland","Equine Department, Vetsuisse Faculty, University of Zurich, 8057 Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Agroscope\u2014Swiss National Stud Farm, Les Longs-Pr\u00e9s, 1580 Avenches, Switzerland","institution_ids":["https://openalex.org/I4210139035"]},{"raw_affiliation_string":"Equine Department, Vetsuisse Faculty, University of Zurich, 8057 Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082510045","display_name":"Eyr\u00fan Halla Haraldsd\u00f3ttir","orcid":null},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Eyr\u00fan Halla Haraldsd\u00f3ttir","raw_affiliation_strings":["Equine Department, Vetsuisse Faculty, University of Zurich, 8057 Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"Equine Department, Vetsuisse Faculty, University of Zurich, 8057 Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067566830","display_name":"Paul Havinga","orcid":"https://orcid.org/0000-0002-3399-1790"},"institutions":[{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Paul Havinga","raw_affiliation_strings":["Pervasive Systems Group, Department of Computer Science, University of Twente, 7522 NB Enschede, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Pervasive Systems Group, Department of Computer Science, University of Twente, 7522 NB Enschede, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5053187145"],"corresponding_institution_ids":["https://openalex.org/I94624287"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":3.8858,"has_fulltext":true,"cited_by_count":19,"citation_normalized_percentile":{"value":0.93758573,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"21","issue":"3","first_page":"798","last_page":"798"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10872","display_name":"Veterinary Equine Medical Research","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3402","display_name":"Equine"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10872","display_name":"Veterinary Equine Medical Research","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/3402","display_name":"Equine"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10838","display_name":"Animal Behavior and Welfare Studies","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/3404","display_name":"Small Animals"},"field":{"id":"https://openalex.org/fields/34","display_name":"Veterinary"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10157","display_name":"Sports Performance and Training","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2732","display_name":"Orthopedics and Sports 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/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.9283871650695801},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.7112211585044861},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.6437506079673767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5554020404815674},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.519800066947937},{"id":"https://openalex.org/keywords/units-of-measurement","display_name":"Units of measurement","score":0.48133692145347595},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43830546736717224},{"id":"https://openalex.org/keywords/preferred-walking-speed","display_name":"Preferred walking speed","score":0.41209709644317627},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.3504353165626526},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.08952519297599792},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.0745583176612854},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.07278519868850708}],"concepts":[{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.9283871650695801},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.7112211585044861},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6437506079673767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5554020404815674},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.519800066947937},{"id":"https://openalex.org/C151233233","wikidata":"https://www.wikidata.org/wiki/Q47574","display_name":"Units of measurement","level":2,"score":0.48133692145347595},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43830546736717224},{"id":"https://openalex.org/C70770792","wikidata":"https://www.wikidata.org/wiki/Q7239848","display_name":"Preferred walking speed","level":2,"score":0.41209709644317627},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3504353165626526},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.08952519297599792},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0745583176612854},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.07278519868850708},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006736","descriptor_name":"Horses","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006736","descriptor_name":"Horses","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006736","descriptor_name":"Horses","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016138","descriptor_name":"Walking","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D060726","descriptor_name":"Torso","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060726","descriptor_name":"Torso","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D060726","descriptor_name":"Torso","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":9,"locations":[{"id":"doi:10.3390/s21030798","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21030798","pdf_url":"https://www.mdpi.com/1424-8220/21/3/798/pdf?version=1611633165","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:33530288","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/33530288","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:ris.utwente.nl:openaire_cris_publications/f0617566-a0e6-4240-8748-d6dc750af072","is_oa":true,"landing_page_url":"https://research.utwente.nl/en/publications/f0617566-a0e6-4240-8748-d6dc750af072","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Darbandi, H, Bragan\u00e7a, F S, van der Zwaag, B J, Voskamp, J, Gmel, A I, Haraldsd\u00f3ttir, E H & Havinga, P 2021, 'Using different combinations of body-mounted IMU sensors to estimate speed of horses : A machine learning approach', Sensors (Switzerland), vol. 21, no. 3, 798. https://doi.org/10.3390/s21030798","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:22453daddd714fc28ae029660280e3a9","is_oa":true,"landing_page_url":"https://doaj.org/article/22453daddd714fc28ae029660280e3a9","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 21, Iss 3, p 798 (2021)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:6771845","is_oa":true,"landing_page_url":"http://europepmc.org/pmc/articles/PMC7865839","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/21/3/798/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s21030798","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 21; Issue 3; Pages: 798","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:7865839","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/7865839","pdf_url":null,"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:ris.utwente.nl:publications/f0617566-a0e6-4240-8748-d6dc750af072","is_oa":false,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85099875721&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:uu:oai:dspace.library.uu.nl:1874/411156","is_oa":true,"landing_page_url":"https://dspace.library.uu.nl/handle/1874/411156","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ACS Sensors, 21(3), 1. Multidisciplinary Digital Publishing Institute","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.3390/s21030798","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s21030798","pdf_url":"https://www.mdpi.com/1424-8220/21/3/798/pdf?version=1611633165","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":[],"awards":[{"id":"https://openalex.org/G411947344","display_name":null,"funder_award_id":"627001325","funder_id":"https://openalex.org/F4320326464","funder_display_name":"Bundesamt f\u00fcr Landwirtschaft"}],"funders":[{"id":"https://openalex.org/F4320322582","display_name":"Sveriges Lantbruksuniversitet","ror":"https://ror.org/02yy8x990"},{"id":"https://openalex.org/F4320323874","display_name":"Universit\u00e4t Z\u00fcrich","ror":"https://ror.org/02crff812"},{"id":"https://openalex.org/F4320326464","display_name":"Bundesamt f\u00fcr Landwirtschaft","ror":null},{"id":"https://openalex.org/F4320335322","display_name":"European Regional Development Fund","ror":"https://ror.org/00k4n6c32"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3121708534.pdf","grobid_xml":"https://content.openalex.org/works/W3121708534.grobid-xml"},"referenced_works_count":67,"referenced_works":["https://openalex.org/W1582087172","https://openalex.org/W1972641475","https://openalex.org/W1976812323","https://openalex.org/W1979043322","https://openalex.org/W1987923327","https://openalex.org/W1989793440","https://openalex.org/W1997383079","https://openalex.org/W1998175272","https://openalex.org/W2005700828","https://openalex.org/W2013458918","https://openalex.org/W2014915963","https://openalex.org/W2020866732","https://openalex.org/W2034168642","https://openalex.org/W2035454449","https://openalex.org/W2038399231","https://openalex.org/W2058280008","https://openalex.org/W2068578887","https://openalex.org/W2070493638","https://openalex.org/W2074891381","https://openalex.org/W2082428549","https://openalex.org/W2083513935","https://openalex.org/W2083615470","https://openalex.org/W2105549193","https://openalex.org/W2113307852","https://openalex.org/W2120087301","https://openalex.org/W2127118184","https://openalex.org/W2157804051","https://openalex.org/W2162256690","https://openalex.org/W2169261057","https://openalex.org/W2179337826","https://openalex.org/W2408856504","https://openalex.org/W2475116958","https://openalex.org/W2531241402","https://openalex.org/W2531952511","https://openalex.org/W2556289394","https://openalex.org/W2588332456","https://openalex.org/W2736217281","https://openalex.org/W2748377969","https://openalex.org/W2782859682","https://openalex.org/W2790383848","https://openalex.org/W2793203287","https://openalex.org/W2794994761","https://openalex.org/W2884436963","https://openalex.org/W2884968643","https://openalex.org/W2890477366","https://openalex.org/W2911964244","https://openalex.org/W2954538373","https://openalex.org/W2962881855","https://openalex.org/W2972648628","https://openalex.org/W2990571471","https://openalex.org/W2996986337","https://openalex.org/W2997740130","https://openalex.org/W3000605310","https://openalex.org/W3002610011","https://openalex.org/W3006154813","https://openalex.org/W3006344715","https://openalex.org/W3010787982","https://openalex.org/W3010981688","https://openalex.org/W3031647799","https://openalex.org/W3037131166","https://openalex.org/W3092627254","https://openalex.org/W3093927206","https://openalex.org/W3122203226","https://openalex.org/W4236137412","https://openalex.org/W4239510810","https://openalex.org/W4252354698","https://openalex.org/W4391199353"],"related_works":["https://openalex.org/W2593280956","https://openalex.org/W2004312940","https://openalex.org/W1909961747","https://openalex.org/W1938318326","https://openalex.org/W1969479488","https://openalex.org/W1967422967","https://openalex.org/W2029881158","https://openalex.org/W3196140453","https://openalex.org/W4244061106","https://openalex.org/W3044242125"],"abstract_inverted_index":{"Speed":[0],"is":[1,13],"an":[2,46],"essential":[3],"parameter":[4],"in":[5],"biomechanical":[6],"analysis":[7],"and":[8,38,86,98,106,124,132,138,156,176],"general":[9],"locomotion":[10],"research.":[11],"It":[12],"possible":[14],"to":[15,36,48],"estimate":[16],"the":[17,55,59,69,90,112,119,144],"speed":[18,61,149,160,168],"using":[19,68,180],"global":[20],"positioning":[21],"systems":[22],"(GPS)":[23],"or":[24],"inertial":[25],"measurement":[26],"units":[27],"(IMUs).":[28],"However,":[29],"GPS":[30],"requires":[31],"a":[32],"consistent":[33],"signal":[34],"connection":[35],"satellites,":[37],"errors":[39],"accumulate":[40],"during":[41,101],"IMU":[42,80,116,139],"signals":[43,70,81],"integration.":[44],"In":[45,108,163],"attempt":[47],"overcome":[49],"these":[50],"issues,":[51],"we":[52,88,110],"have":[53],"investigated":[54],"possibility":[56],"of":[57,148,158,172],"estimating":[58],"horse":[60,167],"by":[62],"developing":[63],"machine":[64],"learning":[65],"(ML)":[66],"models":[67,91,127],"from":[71,79,95],"seven":[72],"body-mounted":[73],"IMUs.":[74],"Since":[75],"motion":[76],"patterns":[77],"extracted":[78],"are":[82],"different":[83],"between":[84,115,135],"breeds":[85],"gaits,":[87],"trained":[89],"based":[92],"on":[93,118],"data":[94],"40":[96],"Icelandic":[97],"Franches-Montagnes":[99],"horses":[100],"walk,":[102],"trot,":[103],"t\u00f6lt,":[104],"pace,":[105],"canter.":[107],"addition,":[109],"studied":[111],"estimation":[113,146,161,169],"accuracy":[114,147],"locations":[117],"body":[120],"(sacrum,":[121],"withers,":[122],"head,":[123],"limbs).":[125],"The":[126,141],"were":[128,133,178],"evaluated":[129],"per":[130],"gait":[131],"compared":[134],"ML":[136],"algorithms":[137],"location.":[140],"model":[142],"yielded":[143],"highest":[145],"(RMSE":[150],"=":[151],"0.25":[152],"m/s)":[153],"within":[154],"equine":[155],"most":[157],"human":[159],"literature.":[162],"conclusion,":[164],"highly":[165],"accurate":[166],"models,":[170],"independent":[171],"IMU(s)":[173],"location":[174],"on-body":[175],"gait,":[177],"developed":[179],"ML.":[181]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
