FR3078518B1 - ASSISTANCE DEVICE FOR A VEHICLE DRIVER BY DETERMINING A STATE OF VIGILANCE WITH ADAPTED DECISION RULES - Google Patents

ASSISTANCE DEVICE FOR A VEHICLE DRIVER BY DETERMINING A STATE OF VIGILANCE WITH ADAPTED DECISION RULES Download PDF

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Publication number
FR3078518B1
FR3078518B1 FR1851851A FR1851851A FR3078518B1 FR 3078518 B1 FR3078518 B1 FR 3078518B1 FR 1851851 A FR1851851 A FR 1851851A FR 1851851 A FR1851851 A FR 1851851A FR 3078518 B1 FR3078518 B1 FR 3078518B1
Authority
FR
France
Prior art keywords
driver
vigilance
state
decision rules
determining
Prior art date
Legal status (The legal status 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 status listed.)
Expired - Fee Related
Application number
FR1851851A
Other languages
French (fr)
Other versions
FR3078518A1 (en
Inventor
Clement Bougard
Emmanuelle Diaz
Charlotte Jacobe De Naurois
Jean Louis Vercher
Christophe Bourdin
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Aix Marseille Universite
Centre National de la Recherche Scientifique CNRS
PSA Automobiles SA
Original Assignee
Aix Marseille Universite
Centre National de la Recherche Scientifique CNRS
PSA Automobiles SA
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 Aix Marseille Universite, Centre National de la Recherche Scientifique CNRS, PSA Automobiles SA filed Critical Aix Marseille Universite
Priority to FR1851851A priority Critical patent/FR3078518B1/en
Publication of FR3078518A1 publication Critical patent/FR3078518A1/en
Application granted granted Critical
Publication of FR3078518B1 publication Critical patent/FR3078518B1/en
Expired - Fee Related legal-status Critical Current
Anticipated expiration legal-status Critical

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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
    • B60W50/08—Interaction between the driver and the control system
    • B60W50/14—Means for informing the driver, warning the driver or prompting a driver intervention
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/16—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • A61B5/168—Evaluating attention deficit, hyperactivity
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/16—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state
    • A61B5/18—Devices for psychotechnics; Testing reaction times ; Devices for evaluating the psychological state for vehicle drivers or machine operators
    • A—HUMAN NECESSITIES
    • A61—MEDICAL OR VETERINARY SCIENCE; HYGIENE
    • A61B—DIAGNOSIS; SURGERY; IDENTIFICATION
    • A61B5/00—Measuring for diagnostic purposes; Identification of persons
    • A61B5/72—Signal processing specially adapted for physiological signals or for diagnostic purposes
    • A61B5/7235—Details of waveform analysis
    • A61B5/7264—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems
    • A61B5/7267—Classification of physiological signals or data, e.g. using neural networks, statistical classifiers, expert systems or fuzzy systems involving training the classification device
    • 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
    • B60W40/00—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models
    • B60W40/08—Estimation or calculation of non-directly measurable driving parameters for road vehicle drive control systems not related to the control of a particular sub unit, e.g. by using mathematical models related to drivers or passengers
    • B60W2040/0818—Inactivity or incapacity of driver
    • B60W2040/0827—Inactivity or incapacity of driver due to sleepiness
    • 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
    • B60W2050/0062—Adapting control system settings
    • B60W2050/0075—Automatic parameter input, automatic initialising or calibrating means
    • G—PHYSICS
    • G16—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16H—HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/70—ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for mining of medical data, e.g. analysing previous cases of other patients

Landscapes

  • Health & Medical Sciences (AREA)
  • Engineering & Computer Science (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • Physics & Mathematics (AREA)
  • Surgery (AREA)
  • Animal Behavior & Ethology (AREA)
  • Developmental Disabilities (AREA)
  • Veterinary Medicine (AREA)
  • Public Health (AREA)
  • Psychiatry (AREA)
  • General Health & Medical Sciences (AREA)
  • Artificial Intelligence (AREA)
  • Biophysics (AREA)
  • Pathology (AREA)
  • Biomedical Technology (AREA)
  • Heart & Thoracic Surgery (AREA)
  • Medical Informatics (AREA)
  • Molecular Biology (AREA)
  • Educational Technology (AREA)
  • Automation & Control Theory (AREA)
  • Social Psychology (AREA)
  • Psychology (AREA)
  • Hospice & Palliative Care (AREA)
  • Child & Adolescent Psychology (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Fuzzy Systems (AREA)
  • Evolutionary Computation (AREA)
  • Physiology (AREA)
  • Signal Processing (AREA)
  • Mathematical Physics (AREA)
  • Human Computer Interaction (AREA)
  • Transportation (AREA)
  • Mechanical Engineering (AREA)
  • Traffic Control Systems (AREA)
  • Control Of Driving Devices And Active Controlling Of Vehicle (AREA)
  • Auxiliary Drives, Propulsion Controls, And Safety Devices (AREA)

Abstract

Un dispositif (DA) assiste un conducteur d'un véhicule (V) comprenant des moyens d'analyse (MAL) propres à déterminer des informations représentatives du comportement et de la physiologie du conducteur, et comprend : - des moyens de traitement (MT) adaptant des règles de décision globales, construites par auto-apprentissage à partir d'informations représentatives des comportements et physiologies d'un ensemble de conducteurs et délivrant un état de vigilance d'un conducteur en cas d'alimentation avec des informations déterminées représentatives du comportement et de la physiologie du conducteur, en fonction des informations déterminées afin de générer des règles de décision dédiées adaptées au conducteur, puis alimentant ces règles de décision dédiées avec les informations déterminées afin de délivrer l'état de vigilance du conducteur, et - des moyens de contrôle (MCT) déclenchant une alerte lorsque l'état de vigilance est inférieur à un premier seuil.A device (DA) assists a driver of a vehicle (V) comprising analysis means (MAL) suitable for determining information representative of the behavior and physiology of the driver, and comprises: - processing means (MT) adapting global decision rules, constructed by self-learning from information representative of the behaviors and physiologies of a set of drivers and delivering a state of vigilance of a driver in the event of a power supply with determined information representative of the behavior and the physiology of the driver, as a function of the information determined in order to generate dedicated decision rules adapted to the driver, then supplying these dedicated decision rules with the information determined in order to deliver the state of vigilance of the driver, and - means control (MCT) triggering an alert when the state of vigilance is below a first threshold.

FR1851851A 2018-03-05 2018-03-05 ASSISTANCE DEVICE FOR A VEHICLE DRIVER BY DETERMINING A STATE OF VIGILANCE WITH ADAPTED DECISION RULES Expired - Fee Related FR3078518B1 (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
FR1851851A FR3078518B1 (en) 2018-03-05 2018-03-05 ASSISTANCE DEVICE FOR A VEHICLE DRIVER BY DETERMINING A STATE OF VIGILANCE WITH ADAPTED DECISION RULES

Applications Claiming Priority (2)

Application Number Priority Date Filing Date Title
FR1851851 2018-03-05
FR1851851A FR3078518B1 (en) 2018-03-05 2018-03-05 ASSISTANCE DEVICE FOR A VEHICLE DRIVER BY DETERMINING A STATE OF VIGILANCE WITH ADAPTED DECISION RULES

Publications (2)

Publication Number Publication Date
FR3078518A1 FR3078518A1 (en) 2019-09-06
FR3078518B1 true FR3078518B1 (en) 2020-02-07

Family

ID=61873624

Family Applications (1)

Application Number Title Priority Date Filing Date
FR1851851A Expired - Fee Related FR3078518B1 (en) 2018-03-05 2018-03-05 ASSISTANCE DEVICE FOR A VEHICLE DRIVER BY DETERMINING A STATE OF VIGILANCE WITH ADAPTED DECISION RULES

Country Status (1)

Country Link
FR (1) FR3078518B1 (en)

Family Cites Families (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
FR2903349A1 (en) * 2006-07-05 2008-01-11 Renault Sas Safety device for motor vehicle, has sensor sliding along safety belt to adjust location of belt on thorax of driver, and control unit acting on behavior of control and safety parts of motor vehicle when signal crosses control threshold
US8698639B2 (en) * 2011-02-18 2014-04-15 Honda Motor Co., Ltd. System and method for responding to driver behavior
FR3033303B1 (en) * 2015-03-03 2017-02-24 Renault Sas DEVICE AND METHOD FOR PREDICTING A LEVEL OF VIGILANCE IN A DRIVER OF A MOTOR VEHICLE.
US9955925B2 (en) * 2015-12-18 2018-05-01 Microsoft Technology Licensing, Llc Drowsiness onset detection
FR3055288B1 (en) * 2016-08-29 2018-08-17 Peugeot Citroen Automobiles Sa ASSISTANCE DEVICE FOR MONITORING THE STOPPING AND RESTARTING OF A VEHICLE IN ACCORDANCE WITH THE GLOBAL VIGILANCE LEVEL OF THE DRIVER

Also Published As

Publication number Publication date
FR3078518A1 (en) 2019-09-06

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