{"id":"https://openalex.org/W2467856464","doi":"https://doi.org/10.1109/iwssip.2016.7502764","title":"Tennis stroke detection and classification using miniature wearable IMU device","display_name":"Tennis stroke detection and classification using miniature wearable IMU device","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2467856464","doi":"https://doi.org/10.1109/iwssip.2016.7502764","mag":"2467856464"},"language":"en","primary_location":{"id":"doi:10.1109/iwssip.2016.7502764","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwssip.2016.7502764","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Systems, Signals and Image Processing (IWSSIP)","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/A5083334453","display_name":"Marko Kos","orcid":"https://orcid.org/0000-0001-9508-3854"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Marko Kos","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084089833","display_name":"Jernej Zenko","orcid":null},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Jernej Zenko","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051317208","display_name":"Damjan Vlaj","orcid":"https://orcid.org/0000-0001-7689-0407"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Damjan Vlaj","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003124862","display_name":"Iztok Kramberger","orcid":"https://orcid.org/0000-0002-9609-3218"},"institutions":[{"id":"https://openalex.org/I37696226","display_name":"University of Maribor","ror":"https://ror.org/01d5jce07","country_code":"SI","type":"education","lineage":["https://openalex.org/I37696226"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Iztok Kramberger","raw_affiliation_strings":["Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Electrical Engineering and Computer Science, University of Maribor, Maribor, Slovenia","institution_ids":["https://openalex.org/I37696226"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I37696226"],"apc_list":null,"apc_paid":null,"fwci":3.3423,"has_fulltext":false,"cited_by_count":37,"citation_normalized_percentile":{"value":0.9206418,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.991100013256073,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9872000217437744,"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":0.826921284198761},{"id":"https://openalex.org/keywords/gyroscope","display_name":"Gyroscope","score":0.7581503987312317},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.7323797345161438},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7114414572715759},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6351693868637085},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5629038214683533},{"id":"https://openalex.org/keywords/stroke","display_name":"Stroke (engine)","score":0.44058749079704285},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36256182193756104},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21868646144866943},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.11117899417877197}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.826921284198761},{"id":"https://openalex.org/C158488048","wikidata":"https://www.wikidata.org/wiki/Q483400","display_name":"Gyroscope","level":2,"score":0.7581503987312317},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.7323797345161438},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7114414572715759},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6351693868637085},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5629038214683533},{"id":"https://openalex.org/C2780645631","wikidata":"https://www.wikidata.org/wiki/Q671554","display_name":"Stroke (engine)","level":2,"score":0.44058749079704285},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36256182193756104},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21868646144866943},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.11117899417877197},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","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},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iwssip.2016.7502764","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iwssip.2016.7502764","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Conference on Systems, Signals and Image Processing (IWSSIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1487347405","https://openalex.org/W1871300070","https://openalex.org/W2007160139","https://openalex.org/W2034925654","https://openalex.org/W2035075902","https://openalex.org/W2043475835","https://openalex.org/W2044642157","https://openalex.org/W2108225567","https://openalex.org/W2116747656","https://openalex.org/W2128286222","https://openalex.org/W2144232362","https://openalex.org/W2156762151","https://openalex.org/W2181534391","https://openalex.org/W2255228704","https://openalex.org/W6629394378","https://openalex.org/W6661623923","https://openalex.org/W6685454676"],"related_works":["https://openalex.org/W2356006086","https://openalex.org/W2545168295","https://openalex.org/W1973973903","https://openalex.org/W2365897603","https://openalex.org/W4234814094","https://openalex.org/W4287084017","https://openalex.org/W3195533899","https://openalex.org/W3208523813","https://openalex.org/W2156308897","https://openalex.org/W3179745820"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"work":[3],"related":[4],"to":[5,77],"tennis":[6,47,61,84,121],"stroke":[7,48,62,103,122],"detection":[8,49,104],"and":[9,31,39,45,59,70,79,88,94,105],"classification.":[10],"For":[11,43],"arm":[12],"movement":[13],"acquisition":[14],"a":[15,36],"miniature":[16],"wearable":[17],"IMU":[18],"device,":[19],"positioned":[20],"on":[21],"the":[22,27,50,54,99],"player's":[23],"forearm":[24],"(right":[25],"above":[26],"wrist)":[28],"is":[29,57,68,75],"proposed":[30,73,100],"presented.":[32],"The":[33,72],"device":[34],"uses":[35],"MEMS-based":[37],"accelerometer":[38,55],"gyroscope":[40,66],"with":[41],"6-DOF.":[42],"reliable":[44],"accurate":[46],"information":[51,64],"obtained":[52],"from":[53,65],"data":[56,67],"used,":[58],"for":[60,102],"classification,":[63],"extracted":[69],"processed.":[71],"system":[74],"able":[76],"detect":[78],"classify":[80],"three":[81],"most":[82],"common":[83],"strokes:":[85],"forehand,":[86],"backhand,":[87],"serve.":[89],"Because":[90],"of":[91,96,114],"limited":[92],"memory":[93],"lack":[95],"processing":[97],"power,":[98],"algorithms":[101],"classification":[106,117,123],"are":[107,111],"quite":[108],"simple,":[109],"but":[110],"nonetheless":[112],"capable":[113],"achieving":[115],"high":[116],"rate.":[118],"Overall":[119],"98.1%":[120],"accuracy":[124],"was":[125],"achieved.":[126]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":2}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}