{"id":"https://openalex.org/W2899403426","doi":"https://doi.org/10.1109/embc.2018.8513042","title":"Movement Speed Estimation Based on Foot Acceleration Patterns","display_name":"Movement Speed Estimation Based on Foot Acceleration Patterns","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2899403426","doi":"https://doi.org/10.1109/embc.2018.8513042","mag":"2899403426","pmid":"https://pubmed.ncbi.nlm.nih.gov/30441134"},"language":"en","primary_location":{"id":"doi:10.1109/embc.2018.8513042","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8513042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5074248464","display_name":"Stefan Gradl","orcid":"https://orcid.org/0000-0003-1443-7652"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Stefan Gradl","raw_affiliation_strings":["Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, DE"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, DE","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042414937","display_name":"Markus Zrenner","orcid":null},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Zrenner","raw_affiliation_strings":["Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, DE"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, DE","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077363139","display_name":"Dominik Schuldhaus","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dominik Schuldhaus","raw_affiliation_strings":["Freelance Data Scientist, Erlangen, Germany"],"affiliations":[{"raw_affiliation_string":"Freelance Data Scientist, Erlangen, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037230291","display_name":"Markus Wirth","orcid":"https://orcid.org/0000-0001-8571-3197"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Markus Wirth","raw_affiliation_strings":["Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, DE"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, DE","institution_ids":["https://openalex.org/I181369854"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045790243","display_name":"Tomek Cegielny","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105838","display_name":"Adidas (Germany)","ror":"https://ror.org/01n54ed02","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210105838"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tomek Cegielny","raw_affiliation_strings":["adidas AG, Herzogenaurach, Germany"],"affiliations":[{"raw_affiliation_string":"adidas AG, Herzogenaurach, Germany","institution_ids":["https://openalex.org/I4210105838"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067336398","display_name":"Constantin Zwick","orcid":null},"institutions":[{"id":"https://openalex.org/I4210105838","display_name":"Adidas (Germany)","ror":"https://ror.org/01n54ed02","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210105838"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Constantin Zwick","raw_affiliation_strings":["adidas AG, Herzogenaurach, Germany"],"affiliations":[{"raw_affiliation_string":"adidas AG, Herzogenaurach, Germany","institution_ids":["https://openalex.org/I4210105838"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014144494","display_name":"Bjoern M. Eskofier","orcid":"https://orcid.org/0000-0002-0417-0336"},"institutions":[{"id":"https://openalex.org/I181369854","display_name":"Friedrich-Alexander-Universit\u00e4t Erlangen-N\u00fcrnberg","ror":"https://ror.org/00f7hpc57","country_code":"DE","type":"education","lineage":["https://openalex.org/I181369854"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bjoern M Eskofier","raw_affiliation_strings":["Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, DE"],"affiliations":[{"raw_affiliation_string":"Friedrich-Alexander-Universitat Erlangen-Nurnberg, Erlangen, Bayern, DE","institution_ids":["https://openalex.org/I181369854"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5074248464"],"corresponding_institution_ids":["https://openalex.org/I181369854"],"apc_list":null,"apc_paid":null,"fwci":0.3269,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.57800859,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":"16","issue":null,"first_page":"3505","last_page":"3508"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11196","display_name":"Non-Invasive Vital Sign Monitoring","score":0.9965999722480774,"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":0.9965999722480774,"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":0.9952999949455261,"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"}},{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9934999942779541,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.786545991897583},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.5561776161193848},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.5517230033874512},{"id":"https://openalex.org/keywords/global-positioning-system","display_name":"Global Positioning System","score":0.5332635641098022},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47587576508522034},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.46828314661979675},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.46795523166656494},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.4421231746673584},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4211732745170593},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.40460899472236633},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35413962602615356}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.786545991897583},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.5561776161193848},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.5517230033874512},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.5332635641098022},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47587576508522034},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.46828314661979675},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.46795523166656494},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.4421231746673584},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4211732745170593},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.40460899472236633},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35413962602615356},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical 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},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000054","descriptor_name":"Acceleration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000054","descriptor_name":"Acceleration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000054","descriptor_name":"Acceleration","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012420","descriptor_name":"Running","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012420","descriptor_name":"Running","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012420","descriptor_name":"Running","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012916","descriptor_name":"Soccer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012916","descriptor_name":"Soccer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012916","descriptor_name":"Soccer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017753","descriptor_name":"Ecosystem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017753","descriptor_name":"Ecosystem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D017753","descriptor_name":"Ecosystem","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc.2018.8513042","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc.2018.8513042","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:30441134","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/30441134","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":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1976628879","https://openalex.org/W1977033890","https://openalex.org/W1992608230","https://openalex.org/W2052322769","https://openalex.org/W2063875884","https://openalex.org/W2162273778","https://openalex.org/W2199895069","https://openalex.org/W2549553823","https://openalex.org/W2581048896","https://openalex.org/W2585933352","https://openalex.org/W2621129872","https://openalex.org/W6729643781"],"related_works":["https://openalex.org/W3090300519","https://openalex.org/W4250401876","https://openalex.org/W2514492205","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],"sensors":[1],"are":[2],"important":[3],"in":[4,92,114,184],"today's":[5],"athlete":[6],"training":[7],"ecosystems":[8],"and":[9,34,80,88,111,122,159],"also":[10],"for":[11,50,108],"the":[12,20,25,51,63,134,199,217],"monitoring":[13],"of":[14,22,53,65,70,142,172,207,214],"therapeutic":[15],"rehabilitation":[16],"processes":[17],"or":[18],"even":[19],"diagnosis":[21],"diseases.":[23],"In":[24],"future,":[26],"wearables":[27,59],"will":[28],"be":[29],"integrated":[30],"directly":[31],"into":[32],"clothing":[33],"require":[35],"dedicated,":[36],"low-energy":[37],"consuming":[38],"algorithms":[39],"that":[40,60,74],"still":[41],"maintain":[42],"high":[43],"accuracy.":[44],"We":[45],"developed":[46],"a":[47,99,104,116,125,138,168,185,193,203,211],"novel":[48],"algorithm":[49,72,119,166],"task":[52],"movement":[54,135,162],"speed":[55,81,136,200,220],"determination":[56],"based":[57],"on":[58,94,152],"track":[61],"only":[62],"acceleration":[64],"one":[66],"foot.":[67],"It":[68,129],"consists":[69],"three":[71],"blocks":[73],"perform":[75],"step":[76,78],"segmentation,":[77],"detection":[79],"estimation,":[82],"all":[83],"having":[84],"linear":[85],"computation":[86],"complexity":[87],"able":[89,131],"to":[90,132,216],"work":[91],"real-time":[93],"state-of-the-art":[95],"embedded":[96],"microprocessors.":[97],"Using":[98],"reference":[100,154,195,219],"dataset":[101],"collected":[102],"from":[103],"motion":[105],"capturing":[106],"device":[107],"nine":[109],"subjects":[110,158],"795":[112],"steps":[113],"total,":[115],"parametric":[117],"regression":[118],"was":[120,190],"trained":[121],"evaluated":[123,149],"using":[124,156],"comprehensive":[126],"leave-one-subject-out":[127],"crossvalidation.":[128],"is":[130],"estimate":[133],"with":[137,180,192],"mean":[139,169],"relative":[140,170],"error":[141,171],"6.9":[143],"\u00b1":[144,174],"5.5":[145],"%.":[146,176],"Furthermore,":[147],"we":[148],"our":[150,165,208],"approach":[151],"lightgate-based":[153],"measurements":[155],"12":[157],"different":[160],"running":[161],"styles.":[163],"Here,":[164],"achieved":[167],"16.5":[173],"8.4":[175],"A":[177],"final":[178],"evaluation":[179],"realistic":[181],"football-specific":[182],"movements":[183],"three-aside":[186],"cage-based":[187],"soccer":[188],"game":[189,206],"done":[191],"GPS-based":[194,218],"measurement":[196],"system,":[197],"where":[198],"profile":[201],"over":[202],"30":[204],"minutes":[205],"method":[209],"had":[210],"Pearson":[212],"correlation":[213],"0.85":[215],"profile.":[221]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-11-09T00:00:00"}