SE1851126A1 - Method and control arrangement for distributed training for vehi-cle model based decisions - Google Patents

Method and control arrangement for distributed training for vehi-cle model based decisions

Info

Publication number
SE1851126A1
SE1851126A1 SE1851126A SE1851126A SE1851126A1 SE 1851126 A1 SE1851126 A1 SE 1851126A1 SE 1851126 A SE1851126 A SE 1851126A SE 1851126 A SE1851126 A SE 1851126A SE 1851126 A1 SE1851126 A1 SE 1851126A1
Authority
SE
Sweden
Prior art keywords
model
control arrangement
vehi
cle
model based
Prior art date
Application number
SE1851126A
Inventor
Assad Alam
Euhanna Ghadimi
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 SE1851126A priority Critical patent/SE1851126A1/en
Publication of SE1851126A1 publication Critical patent/SE1851126A1/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
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/20—Control system inputs
    • G05D1/22—Command input arrangements
    • G—PHYSICS
    • G05—CONTROLLING; REGULATING
    • G05D—SYSTEMS FOR CONTROLLING OR REGULATING NON-ELECTRIC VARIABLES
    • G05D1/00—Control of position, course, altitude or attitude of land, water, air or space vehicles, e.g. using automatic pilots
    • G05D1/40—Control within particular dimensions
    • G05D1/43—Control of position or course in two dimensions
    • 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

Landscapes

  • Engineering & Computer Science (AREA)
  • General Physics & Mathematics (AREA)
  • Physics & Mathematics (AREA)
  • Automation & Control Theory (AREA)
  • Software Systems (AREA)
  • Remote Sensing (AREA)
  • Radar, Positioning & Navigation (AREA)
  • Aviation & Aerospace Engineering (AREA)
  • Theoretical Computer Science (AREA)
  • Computing Systems (AREA)
  • Analytical Chemistry (AREA)
  • Evolutionary Computation (AREA)
  • Data Mining & Analysis (AREA)
  • General Engineering & Computer Science (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Mathematical Physics (AREA)
  • Artificial Intelligence (AREA)
  • Chemical & Material Sciences (AREA)
  • Medical Informatics (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Atmospheric Sciences (AREA)
  • Mechanical Engineering (AREA)
  • Transportation (AREA)
  • Human Computer Interaction (AREA)
  • Control Of Driving Devices And Active Controlling Of Vehicle (AREA)
  • Traffic Control Systems (AREA)

Abstract

Method (400) and control arrangement (310) for vehicle external assistance in training of a model for machine learning of an application in a vehicle (100). The method (400) comprises: detecting (401) at least one vehicle external entity (101a, 101b), capable of assisting in creating the model; determining (402) the detected (401) vehicle external entity (101a, 101b) to perform at least a subset of required calculations of the model; transmitting (403) data of the vehicle (100) to the detected (401) vehicle external entity (101a, 101b) in order to perform the required calculations of the model; receiving (404) the result of the calculations, from the vehicle external entity (101a, 101b); and composing (405) the model, based on the received (404) calculation results.
SE1851126A 2018-09-21 2018-09-21 Method and control arrangement for distributed training for vehi-cle model based decisions SE1851126A1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
SE1851126A SE1851126A1 (en) 2018-09-21 2018-09-21 Method and control arrangement for distributed training for vehi-cle model based decisions

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
SE1851126A SE1851126A1 (en) 2018-09-21 2018-09-21 Method and control arrangement for distributed training for vehi-cle model based decisions

Publications (1)

Publication Number Publication Date
SE1851126A1 true SE1851126A1 (en) 2019-06-17

Family

ID=67214577

Family Applications (1)

Application Number Title Priority Date Filing Date
SE1851126A SE1851126A1 (en) 2018-09-21 2018-09-21 Method and control arrangement for distributed training for vehi-cle model based decisions

Country Status (1)

Country Link
SE (1) SE1851126A1 (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

Similar Documents

Publication Publication Date Title
WO2020097011A3 (en) Vehicle trajectory modification for following
WO2018132614A3 (en) Rules-based navigation
MX2020010112A (en) Systems and methods for registration of location sensors.
WO2019180506A3 (en) Systems and methods for navigating a vehicle
MX2018000155A (en) Driver interactive system for semi-autonomous modes of a vehicle.
EP4005498A4 (en) Information processing device, program, learned model, diagnostic assistance device, learning device, and method for generating prediction model
EP4209853A4 (en) Control method and apparatus based on autonomous driving, and vehicle and related device
MX2020012898A (en) Path-based navigation of tubular networks.
WO2019241639A8 (en) Processing system for evaluating autonomous vehicle control systems through continuous learning
WO2019221850A3 (en) Building management autonomous hvac control using reinforcement learning with occupant feedback
EP3486041A3 (en) Gripping system, learning device, and gripping method
GB2564041A (en) Cloud-based dynamic vehicle sharing system and method
BR112021019580A2 (en) Performance of grinding solutions
WO2020076418A8 (en) Terrain aware step planning system
MY182374A (en) Information processing apparatus and information processing method
MX2020011927A (en) System and method for detecting defects on imaged items.
EP3624002A3 (en) Training data generating method for image processing, image processing method, and devices thereof
MX2018000156A (en) Object tracking by unsupervised learning.
MX2018000123A (en) Object tracking by unsupervised learning.
WO2020263358A8 (en) Machine learning techniques for estimating mechanical properties of materials
WO2008113861A3 (en) System and method for position determination
EP2942687A3 (en) Automated driving safety system
MX2020008752A (en) Vehicle learning control system, vehicle control device, vehicle learning device, and vehicle control method.
EP2015164A3 (en) Input apparatus, control apparatus, control system, control method, and program therefor
WO2020131198A3 (en) Method for improper product barcode detection

Legal Events

Date Code Title Description
NAV Patent application has lapsed