SE1851129A1 - Method and control arrangement for model based vehicle applica-tions - Google Patents

Method and control arrangement for model based vehicle applica-tions

Info

Publication number
SE1851129A1
SE1851129A1 SE1851129A SE1851129A SE1851129A1 SE 1851129 A1 SE1851129 A1 SE 1851129A1 SE 1851129 A SE1851129 A SE 1851129A SE 1851129 A SE1851129 A SE 1851129A SE 1851129 A1 SE1851129 A1 SE 1851129A1
Authority
SE
Sweden
Prior art keywords
vehicle
model
control arrangement
applica
tions
Prior art date
Application number
SE1851129A
Inventor
Assad Alam
Euhanna Ghadimi
Farshad Naghibi
Original Assignee
Scania Cv Ab
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Scania Cv Ab filed Critical Scania Cv Ab
Priority to SE1851129A priority Critical patent/SE1851129A1/en
Publication of SE1851129A1 publication Critical patent/SE1851129A1/en

Links

Classifications

    • B—PERFORMING OPERATIONS; TRANSPORTING
    • B60—VEHICLES IN GENERAL
    • B60W—CONJOINT CONTROL OF VEHICLE SUB-UNITS OF DIFFERENT TYPE OR DIFFERENT FUNCTION; CONTROL SYSTEMS SPECIALLY ADAPTED FOR HYBRID VEHICLES; ROAD VEHICLE DRIVE CONTROL SYSTEMS FOR PURPOSES NOT RELATED TO THE CONTROL OF A PARTICULAR SUB-UNIT
    • B60W50/00—Details of control systems for road vehicle drive control not related to the control of a particular sub-unit, e.g. process diagnostic or vehicle driver interfaces
    • B60W50/0097—Predicting future conditions
    • G05D1/20—
    • G05D1/69—
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N20/00—Machine learning
    • G—PHYSICS
    • G08—SIGNALLING
    • G08G—TRAFFIC CONTROL SYSTEMS
    • G08G1/00—Traffic control systems for road vehicles
    • G08G1/01—Detecting movement of traffic to be counted or controlled
    • G08G1/0104—Measuring and analyzing of parameters relative to traffic conditions
    • G08G1/0125—Traffic data processing
    • G08G1/0129—Traffic data processing for creating historical data or processing based on historical data
    • G—PHYSICS
    • G08—SIGNALLING
    • G08G—TRAFFIC CONTROL SYSTEMS
    • G08G1/00—Traffic control systems for road vehicles
    • G08G1/09—Arrangements for giving variable traffic instructions
    • G08G1/0962—Arrangements for giving variable traffic instructions having an indicator mounted inside the vehicle, e.g. giving voice messages
    • G08G1/0967—Systems involving transmission of highway information, e.g. weather, speed limits
    • G08G1/096708—Systems involving transmission of highway information, e.g. weather, speed limits where the received information might be used to generate an automatic action on the vehicle control

Abstract

Method (400) and control arrangement (310) for machine learning of a model-based vehicle application in a vehicle (100). The method (400) comprises: detecting (401) at least one vehicle external entity (101a, 101b), capable of providing a generic model for the vehicle application of the vehicle (100); determining (402) the detected (401) vehicle external entity (101a, 101b) to provide the generic model; receiving (403) the model from the detected (401) vehicle external entity (101a, 101b) over a wireless communication interface (220, 230); training (404) the received (403) generic model with data obtained on the vehicle (100); and applying (405) the trained (404) model for the application in the vehicle (100).
SE1851129A 2018-09-21 2018-09-21 Method and control arrangement for model based vehicle applica-tions SE1851129A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
SE1851129A SE1851129A1 (en) 2018-09-21 2018-09-21 Method and control arrangement for model based vehicle applica-tions

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
SE1851129A SE1851129A1 (en) 2018-09-21 2018-09-21 Method and control arrangement for model based vehicle applica-tions

Publications (1)

Publication Number Publication Date
SE1851129A1 true SE1851129A1 (en) 2019-06-17

Family

ID=67214579

Family Applications (1)

Application Number Title Priority Date Filing Date
SE1851129A SE1851129A1 (en) 2018-09-21 2018-09-21 Method and control arrangement for model based vehicle applica-tions

Country Status (1)

Country Link
SE (1) SE1851129A1 (en)

Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20160035150A1 (en) * 2014-07-30 2016-02-04 Verizon Patent And Licensing Inc. Analysis of vehicle data to predict component failure
US20180053102A1 (en) * 2016-08-16 2018-02-22 Toyota Jidosha Kabushiki Kaisha Individualized Adaptation of Driver Action Prediction Models
US20180053108A1 (en) * 2016-08-16 2018-02-22 Toyota Jidosha Kabushiki Kaisha Efficient Driver Action Prediction System Based on Temporal Fusion of Sensor Data Using Deep (Bidirectional) Recurrent Neural Network
JP2018136754A (en) * 2017-02-22 2018-08-30 株式会社日立製作所 Information processing apparatus, and mobility data collecting system

Patent Citations (4)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20160035150A1 (en) * 2014-07-30 2016-02-04 Verizon Patent And Licensing Inc. Analysis of vehicle data to predict component failure
US20180053102A1 (en) * 2016-08-16 2018-02-22 Toyota Jidosha Kabushiki Kaisha Individualized Adaptation of Driver Action Prediction Models
US20180053108A1 (en) * 2016-08-16 2018-02-22 Toyota Jidosha Kabushiki Kaisha Efficient Driver Action Prediction System Based on Temporal Fusion of Sensor Data Using Deep (Bidirectional) Recurrent Neural Network
JP2018136754A (en) * 2017-02-22 2018-08-30 株式会社日立製作所 Information processing apparatus, and mobility data collecting system

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