DRIVING VARIABLE CALCULATION METHOD AND SYSTEM, INPUT FEATURES COMBINATION SELECTION METHOD, NUMBER OF STATES DETERMINATION METHOD, PROGRAM, STORAGE MEDIUM AND SYSTEM
A driving variable calculation method for calculating a driving variable (Testd,t) related to a state of a driver-vehicle system during driving at a next time step (t+1);a hidden Markov Model (HMM) being defined by a number of states (sk), state transition probabilities and state emission distributi...
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creator | AKUTAIN, Xabier Carrera LAZCANO, Andrea Michelle |
description | A driving variable calculation method for calculating a driving variable (Testd,t) related to a state of a driver-vehicle system during driving at a next time step (t+1);a hidden Markov Model (HMM) being defined by a number of states (sk), state transition probabilities and state emission distributions (bk);each state emission distribution (bk) being a probability distribution for the driver-vehicle system of being in a state (sk) and having a current combined observation vector (xt) combining current values of input features (F) and said at least one driving variable (Tdt);the method comprising steps of:S10) inputting current values of input features (F);S20) based on said vector, calculating said at least one driving variable (Td) at said next time step (t+1) based on the hidden Markov Model (HMM).The invention further encompasses a system, a program, a data storage medium, adapted to perform the driving variable calculation method. |
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LAZCANO, Andrea Michelle</creatorcontrib><description>A driving variable calculation method for calculating a driving variable (Testd,t) related to a state of a driver-vehicle system during driving at a next time step (t+1);a hidden Markov Model (HMM) being defined by a number of states (sk), state transition probabilities and state emission distributions (bk);each state emission distribution (bk) being a probability distribution for the driver-vehicle system of being in a state (sk) and having a current combined observation vector (xt) combining current values of input features (F) and said at least one driving variable (Tdt);the method comprising steps of:S10) inputting current values of input features (F);S20) based on said vector, calculating said at least one driving variable (Td) at said next time step (t+1) based on the hidden Markov Model (HMM).The invention further encompasses a system, a program, a data storage medium, adapted to perform the driving variable calculation method.</description><language>eng ; fre ; ger</language><subject>CALCULATING ; COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS ; COMPUTING ; CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE ORDIFFERENT FUNCTION ; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES ; COUNTING ; PERFORMING OPERATIONS ; PHYSICS ; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TOTHE CONTROL OF A PARTICULAR SUB-UNIT ; TRANSPORTING ; VEHICLES IN GENERAL</subject><creationdate>2023</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20231122&DB=EPODOC&CC=EP&NR=4280123A1$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20231122&DB=EPODOC&CC=EP&NR=4280123A1$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>AKUTAIN, Xabier Carrera</creatorcontrib><creatorcontrib>LAZCANO, Andrea Michelle</creatorcontrib><title>DRIVING VARIABLE CALCULATION METHOD AND SYSTEM, INPUT FEATURES COMBINATION SELECTION METHOD, NUMBER OF STATES DETERMINATION METHOD, PROGRAM, STORAGE MEDIUM AND SYSTEM</title><description>A driving variable calculation method for calculating a driving variable (Testd,t) related to a state of a driver-vehicle system during driving at a next time step (t+1);a hidden Markov Model (HMM) being defined by a number of states (sk), state transition probabilities and state emission distributions (bk);each state emission distribution (bk) being a probability distribution for the driver-vehicle system of being in a state (sk) and having a current combined observation vector (xt) combining current values of input features (F) and said at least one driving variable (Tdt);the method comprising steps of:S10) inputting current values of input features (F);S20) based on said vector, calculating said at least one driving variable (Td) at said next time step (t+1) based on the hidden Markov Model (HMM).The invention further encompasses a system, a program, a data storage medium, adapted to perform the driving variable calculation method.</description><subject>CALCULATING</subject><subject>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</subject><subject>COMPUTING</subject><subject>CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE ORDIFFERENT FUNCTION</subject><subject>CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES</subject><subject>COUNTING</subject><subject>PERFORMING OPERATIONS</subject><subject>PHYSICS</subject><subject>ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TOTHE CONTROL OF A PARTICULAR SUB-UNIT</subject><subject>TRANSPORTING</subject><subject>VEHICLES IN GENERAL</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2023</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNqNjr0KwjAUhbs4iPoO9wEq2OrgepvctoEmKclNwakUiZNooT6Tz2lBBUenM5zv_CyTp3SqU6aCDp3CoiEQ2IjQICtrQBPXVgIaCf7kmXQKyrSBoSTk4MiDsLpQ5k17akj85FIwQRfkwJbgGXnGJTE5_Q18sdbZyuFc7tk6rGg2pAr6Z3edLC7DdYqbj66S-QKLehvHex-ncTjHW3z01B7y4y7L95jt_0BerlJGQw</recordid><startdate>20231122</startdate><enddate>20231122</enddate><creator>AKUTAIN, Xabier Carrera</creator><creator>LAZCANO, Andrea Michelle</creator><scope>EVB</scope></search><sort><creationdate>20231122</creationdate><title>DRIVING VARIABLE CALCULATION METHOD AND SYSTEM, INPUT FEATURES COMBINATION SELECTION METHOD, NUMBER OF STATES DETERMINATION METHOD, PROGRAM, STORAGE MEDIUM AND SYSTEM</title><author>AKUTAIN, Xabier Carrera ; LAZCANO, Andrea Michelle</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_EP4280123A13</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng ; fre ; ger</language><creationdate>2023</creationdate><topic>CALCULATING</topic><topic>COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS</topic><topic>COMPUTING</topic><topic>CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE ORDIFFERENT FUNCTION</topic><topic>CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES</topic><topic>COUNTING</topic><topic>PERFORMING OPERATIONS</topic><topic>PHYSICS</topic><topic>ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TOTHE CONTROL OF A PARTICULAR SUB-UNIT</topic><topic>TRANSPORTING</topic><topic>VEHICLES IN GENERAL</topic><toplevel>online_resources</toplevel><creatorcontrib>AKUTAIN, Xabier Carrera</creatorcontrib><creatorcontrib>LAZCANO, Andrea Michelle</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>AKUTAIN, Xabier Carrera</au><au>LAZCANO, Andrea Michelle</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>DRIVING VARIABLE CALCULATION METHOD AND SYSTEM, INPUT FEATURES COMBINATION SELECTION METHOD, NUMBER OF STATES DETERMINATION METHOD, PROGRAM, STORAGE MEDIUM AND SYSTEM</title><date>2023-11-22</date><risdate>2023</risdate><abstract>A driving variable calculation method for calculating a driving variable (Testd,t) related to a state of a driver-vehicle system during driving at a next time step (t+1);a hidden Markov Model (HMM) being defined by a number of states (sk), state transition probabilities and state emission distributions (bk);each state emission distribution (bk) being a probability distribution for the driver-vehicle system of being in a state (sk) and having a current combined observation vector (xt) combining current values of input features (F) and said at least one driving variable (Tdt);the method comprising steps of:S10) inputting current values of input features (F);S20) based on said vector, calculating said at least one driving variable (Td) at said next time step (t+1) based on the hidden Markov Model (HMM).The invention further encompasses a system, a program, a data storage medium, adapted to perform the driving variable calculation method.</abstract><oa>free_for_read</oa></addata></record> |
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subjects | CALCULATING COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS COMPUTING CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE ORDIFFERENT FUNCTION CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES COUNTING PERFORMING OPERATIONS PHYSICS ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TOTHE CONTROL OF A PARTICULAR SUB-UNIT TRANSPORTING VEHICLES IN GENERAL |
title | DRIVING VARIABLE CALCULATION METHOD AND SYSTEM, INPUT FEATURES COMBINATION SELECTION METHOD, NUMBER OF STATES DETERMINATION METHOD, PROGRAM, STORAGE MEDIUM AND SYSTEM |
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