{"id":"https://openalex.org/W2999972843","doi":"https://doi.org/10.1109/iccp48234.2019.8959596","title":"Personalized Gear Shifting Architecture for Next Generation Automatic Transmission Systems","display_name":"Personalized Gear Shifting Architecture for Next Generation Automatic Transmission Systems","publication_year":2019,"publication_date":"2019-09-01","ids":{"openalex":"https://openalex.org/W2999972843","doi":"https://doi.org/10.1109/iccp48234.2019.8959596","mag":"2999972843"},"language":"en","primary_location":{"id":"doi:10.1109/iccp48234.2019.8959596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp48234.2019.8959596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th International Conference on Intelligent Computer Communication and Processing (ICCP)","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/A5049301836","display_name":"Aysegul Sari","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155073","display_name":"AVL (Turkey)","ror":"https://ror.org/0486zdp77","country_code":"TR","type":"company","lineage":["https://openalex.org/I4210155073"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Ay\u015feg\u00fcl Sar\u0131","raw_affiliation_strings":["AVL Research and Engineering,Istanbul,Turkey","AVL Research and Engineering, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"AVL Research and Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I4210155073"]},{"raw_affiliation_string":"AVL Research and Engineering, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210155073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071545787","display_name":"Ahmet Taha Bilgic","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155073","display_name":"AVL (Turkey)","ror":"https://ror.org/0486zdp77","country_code":"TR","type":"company","lineage":["https://openalex.org/I4210155073"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ahmet Taha Bilgi\u00e7","raw_affiliation_strings":["AVL Research and Engineering,Istanbul,Turkey","AVL Research and Engineering, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"AVL Research and Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I4210155073"]},{"raw_affiliation_string":"AVL Research and Engineering, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210155073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031632762","display_name":"Gorkem Safak","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155073","display_name":"AVL (Turkey)","ror":"https://ror.org/0486zdp77","country_code":"TR","type":"company","lineage":["https://openalex.org/I4210155073"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"G\u00f6rkem \u015eafak","raw_affiliation_strings":["AVL Research and Engineering,Istanbul,Turkey","AVL Research and Engineering, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"AVL Research and Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I4210155073"]},{"raw_affiliation_string":"AVL Research and Engineering, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210155073"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036339512","display_name":"Duygu Erates","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155073","display_name":"AVL (Turkey)","ror":"https://ror.org/0486zdp77","country_code":"TR","type":"company","lineage":["https://openalex.org/I4210155073"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Duygu Erate\u015f","raw_affiliation_strings":["AVL Research and Engineering,Istanbul,Turkey","AVL Research and Engineering, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"AVL Research and Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I4210155073"]},{"raw_affiliation_string":"AVL Research and Engineering, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210155073"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067137589","display_name":"Emre Kaplan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155073","display_name":"AVL (Turkey)","ror":"https://ror.org/0486zdp77","country_code":"TR","type":"company","lineage":["https://openalex.org/I4210155073"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Emre Kaplan","raw_affiliation_strings":["AVL Research and Engineering,Istanbul,Turkey","AVL Research and Engineering, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"AVL Research and Engineering,Istanbul,Turkey","institution_ids":["https://openalex.org/I4210155073"]},{"raw_affiliation_string":"AVL Research and Engineering, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210155073"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5049301836"],"corresponding_institution_ids":["https://openalex.org/I4210155073"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19838037,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"201","last_page":"205"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11749","display_name":"Iterative Learning Control Systems","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11749","display_name":"Iterative Learning Control Systems","score":0.9850000143051147,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T11062","display_name":"Gear and Bearing Dynamics Analysis","score":0.9832000136375427,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T13644","display_name":"Control Systems in Engineering","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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":0.7009797692298889},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.6189165115356445},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4844953715801239},{"id":"https://openalex.org/keywords/computer-architecture","display_name":"Computer architecture","score":0.43447935581207275},{"id":"https://openalex.org/keywords/embedded-system","display_name":"Embedded system","score":0.3438422679901123},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.13217473030090332}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7009797692298889},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.6189165115356445},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4844953715801239},{"id":"https://openalex.org/C118524514","wikidata":"https://www.wikidata.org/wiki/Q173212","display_name":"Computer architecture","level":1,"score":0.43447935581207275},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.3438422679901123},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.13217473030090332},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccp48234.2019.8959596","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccp48234.2019.8959596","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE 15th International Conference on Intelligent Computer Communication and Processing (ICCP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W1566180882","https://openalex.org/W1979291512","https://openalex.org/W2003939985","https://openalex.org/W2081456048","https://openalex.org/W2132443384","https://openalex.org/W2145073242","https://openalex.org/W2148143831","https://openalex.org/W2162609061","https://openalex.org/W2295598076","https://openalex.org/W2517616890","https://openalex.org/W2964022491","https://openalex.org/W3102476541","https://openalex.org/W4285719527","https://openalex.org/W6679831090","https://openalex.org/W6681651645","https://openalex.org/W6750729320","https://openalex.org/W6846975570"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032","https://openalex.org/W2038503502"],"abstract_inverted_index":{"Personalization":[0],"is":[1],"one":[2],"of":[3,7,37,45,145,173,183],"the":[4,38,46,61,115,127,138,146,151,161,180,184,187,201],"trending":[5],"topics":[6],"nowadays.":[8],"Artificial":[9],"Intelligence":[10],"based":[11],"technologies":[12],"enable":[13],"us":[14],"to":[15,18,60,76,84,126,179,214,226],"personalize":[16],"systems":[17,79,93],"reflect":[19,105],"user":[20,97,130],"desire":[21],"and":[22,104,120,132,160,176,200,230],"driving":[23],"profile.":[24],"In":[25,221],"automotive":[26],"domain,":[27],"we":[28],"see":[29],"intelligent":[30],"software":[31],"takes":[32],"place":[33],"in":[34,171,195,211],"many":[35],"aspects":[36],"vehicle":[39,139,213],"including":[40],"transmission":[41,53,78,92],"systems.":[42],"Today,":[43],"most":[44],"vehicles":[47],"are":[48,203],"produced":[49],"with":[50,219],"an":[51],"automatic":[52,77,91,152,216],"system":[54,110],"which":[55],"works":[56],"as":[57,164,166],"programmed":[58],"according":[59,125],"development":[62],"expertise":[63],"but":[64],"does":[65],"not":[66],"incorporate":[67],"behavior":[68,98],"feedbacks.":[69],"This":[70,87],"paper":[71],"proposes":[72],"a":[73,196,212],"novel":[74],"contribution":[75],"by":[80],"incorporating":[81],"driver":[82,147],"feedback":[83],"achieve":[85],"personalization.":[86,220],"way,":[88],"next":[89],"generation":[90],"can":[94,148,208],"learn":[95],"from":[96,137],"taking":[99],"their":[100],"inputs":[101],"into":[102,150],"account":[103],"under":[106],"certain":[107],"conditions.":[108],"The":[109,190],"learns":[111],"driver\u2019s":[112,122],"demands":[113],"on":[114],"road":[116,128],"via":[117],"supervised":[118],"learning":[119],"predicts":[121],"desired":[123],"gear":[124],"conditions,":[129],"manipulations,":[131],"all":[133],"relevant":[134],"information":[135],"gathered":[136],"at":[140],"run":[141],"time.":[142],"Learning":[143],"desires":[144],"fit":[149],"transmission\u2019s":[153],"decision-making":[154],"process":[155],"without":[156],"violating":[157],"safety":[158],"standards":[159],"operational":[162],"durability":[163],"well":[165],"leaving":[167],"very":[168],"small":[169],"footprint":[170],"terms":[172],"memory,":[174],"space":[175],"computation":[177],"respecting":[178],"limited":[181],"capability":[182],"environment":[185,199],"that":[186,206],"method":[188,192],"resides.":[189],"proposed":[191],"was":[193],"tested":[194],"realistic":[197],"testing":[198],"results":[202],"promising":[204],"so":[205],"it":[207],"be":[209],"deployed":[210],"extend":[215],"transmissions\u2019":[217],"capabilities":[218],"fact,":[222],"personalized":[223],"shifting":[224],"leads":[225],"better":[227],"customer":[228],"experience":[229],"retention.":[231]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2020-01-23T00:00:00"}