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Franck Mars

Directeur de Recherche au CNRS
31
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Présentation

### Research domain Perception and action in the context of human-machine systems ### Research activities and interests My general interests concerns the design of technological systems based on the understanding of human behavior, with an emphasis on perceptual and motor processes and how those processes interacts with higher cognitive functions. I favor a interdisciplinary approach at the crossroads of experimental psychology, neuroscience, cognitive ergonomics and engineering sciences. This is achieved inside and outside IRCCyN through active collaboration with the teams speciallized in control theory, robotics and signal processing. External collaborations involve various academic institutions, but also a well-established industrial partnership with Renault, PSA, Oktal, Clarte, Aerolia, EADS and Airbus. A large part of my recent work has been dealing with the sensorimotor and cognitive processes involved in the control of car trajectory. This involves studies on the visual control of steering (including gaze behavior analysis),cybernetic driver modelling, the design of automatic driving assistance systems and the evaluation of human-machine cooperation. Previous research mainly concerned the perception of self-orientation in aeronautics and the control of goal-directed arm movements. This was done through the manipulation of visual, vestibular and proprioceptive sensory cues. More recently, I became interested in collaborative virtual reality and the use of ecological interface design for the supervision of dynamic manufacturing processes.
### Research domain Perception and action in the context of human-machine systems ### Research activities and interests My general interests concerns the design of technological systems based on the understanding of human behavior, with an emphasis on perceptual and motor processes and how those processes interacts with higher cognitive functions. I favor a interdisciplinary approach at the crossroads of experimental psychology, neuroscience, cognitive ergonomics and engineering sciences. This is achieved inside and outside IRCCyN through active collaboration with the teams speciallized in control theory, robotics and signal processing. External collaborations involve various academic institutions, but also a well-established industrial partnership with Renault, PSA, Oktal, Clarte, Aerolia, EADS and Airbus. A large part of my recent work has been dealing with the sensorimotor and cognitive processes involved in the control of car trajectory. This involves studies on the visual control of steering (including gaze behavior analysis),cybernetic driver modelling, the design of automatic driving assistance systems and the evaluation of human-machine cooperation. Previous research mainly concerned the perception of self-orientation in aeronautics and the control of goal-directed arm movements. This was done through the manipulation of visual, vestibular and proprioceptive sensory cues. More recently, I became interested in collaborative virtual reality and the use of ecological interface design for the supervision of dynamic manufacturing processes.

Publications

philippe-chevrel
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Driving with a Haptic Guidance System in Degraded Visibility Conditions: Behavioral Analysis and Identification of a Two-Point Steering Control Model

Yishen Zhao , Philippe Chevrel , Fabien Claveau , Franck Mars
Vehicles, 2022, 4 (4), pp.1413-1429. ⟨10.3390/vehicles4040074⟩
Article dans une revue hal-03902419v1
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Obstacle avoidance in highly automated cars: can progressive haptic shared control make it safer and smoother?

Béatrice Pano , Philippe Chevrel , Fabien Claveau , Chouki Sentouh , Franck Mars
IEEE Transactions on Human-Machine Systems, 2022, 52 (4), pp.547-556. ⟨10.1109/THMS.2022.3155370⟩
Article dans une revue hal-03631149v1
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Rider model identification: neural networks and quasi-LPV models

Paul Loiseau , Chaouki Nacer Eddine Boultifat , Philippe Chevrel , Fabien Claveau , Stéphane Espie
IET Intelligent Transport Systems, 2020, 14 (10), pp.1259-1264. ⟨10.1049/iet-its.2020.0088⟩
Article dans une revue hal-02883894v1

Modelling human control of steering for the design of advanced driver assistance systems

Franck Mars , Philippe Chevrel
Annual Reviews in Control, 2017, 44, pp.292-302. ⟨10.1016/j.arcontrol.2017.09.011⟩
Article dans une revue hal-01627334v1

Shared steering control between a driver and an automation: stability in the presence of driver behaviour uncertainty

Louay Saleh , Philippe Chevrel , Fabien Claveau , Jean-François Lafay , Franck Mars
IEEE Transactions on Intelligent Transportation Systems, 2013, 14 (2), pp.974-983. ⟨10.1109/TITS.2013.2248363⟩
Article dans une revue hal-00790521v1
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Contrôle latéral partagé d'un véhicule automobile - Conception à base d'un modèle cybernétique du conducteur et d'une commande H2 anticipative

Louay Saleh , Philippe Chevrel , Jean-François Lafay , Franck Mars
Journal Européen des Systèmes Automatisés (JESA), 2012, 46 (4-5), pp.535-557. ⟨10.3166/jesa.46.535-557⟩
Article dans une revue hal-00683398v1
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Driver Model Validation through Interaction with Varying Levels of Haptic Guidance

Yishen Zhao , Béatrice Pano , Philippe Chevrel , Fabien Claveau , Franck Mars
SMC 2020: IEEE International Conference on Systems, Man, and Cybernetics, Oct 2020, Toronto, Canada. ⟨10.1109/SMC42975.2020.9283382⟩
Communication dans un congrès hal-02929636v1
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Systematic H2 /H∞ haptic shared control synthesis for cars, parameterized by sharing level

Béatrice Pano , Fabien Claveau , Philippe Chevrel , Chouki Sentouh , Franck Mars
SMC 2020: IEEE International Conference on Systems, Man, and Cybernetics, Oct 2020, Toronto, Canada. ⟨10.1109/SMC42975.2020.9283441⟩
Communication dans un congrès hal-02929610v1
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Towards a Driver Model to Clarify Cooperation Between Drivers and Haptic Guidance Systems

Yishen Zhao , Philippe Chevrel , Fabien Claveau , Franck Mars
SMC 2020: IEEE International Conference on Systems, Man, and Cybernetics, Oct 2020, Toronto, Canada. ⟨10.1109/SMC42975.2020.9283101⟩
Communication dans un congrès hal-02929620v1
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Rider model identification using dynamic neural networks

Paul Loiseau , Chaouki Nacer Eddine Boultifat , Philippe Chevrel , Fabien Claveau , Stéphane Espie
IFAC World Congress 2020, Jul 2020, BERLIN, Germany. pp.15346-15352, ⟨10.1016/j.ifacol.2020.12.2347⟩
Communication dans un congrès hal-02498139v1
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Shared Control Based on an Ecological Feedforward and a Driver Model Based Feedback

Béatrice Pano , Yishen Zhao , Philippe Chevrel , Fabien Claveau , Franck Mars
9th IFAC International Symposium on Advances in Automotive Control, Jun 2019, Orléans, France. pp.385-392, ⟨10.1016/j.ifacol.2019.09.062⟩
Communication dans un congrès hal-02110825v1

Continuous Identification of Driver Model Parameters via the Unscented Kalman Filter

Yishen Zhao , Philippe Chevrel , Fabien Claveau , Franck Mars
3rd IFAC Workshop on Linear Parameter Varying Systems, Nov 2019, Eindhoven, Netherlands. ⟨10.1016/j.ifacol.2019.12.359⟩
Communication dans un congrès hal-02352056v1

Driver model parameter identification to estimate driver adaptation over time

Yishen Zhao , Philippe Chevrel , Fabien Claveau , Franck Mars
3ème Journées de l'Automatique du GdR MACS, Nov 2018, Nantes, France
Communication dans un congrès hal-01954364v1

Une assistance anticipatrice et compensatrice pour la commande haptique partagée de la direction d’un véhicule

Béatrice Pano , Philippe Chevrel , Fabien Claveau , Franck Mars
3ème Journées de l'Automatique du GdR MACS, Nov 2018, Nantes, France
Communication dans un congrès hal-01954355v1

Analyse de l’interaction pilote/moto lors de la prise de virage

Paul Loiseau , Franck Mars , Fabien Claveau , Philippe Chevrel , Stéphane Espie
3ème Journées de l'Automatique du GdR MACS, Nov 2018, Nantes, France
Communication dans un congrès hal-01954378v1

Estimating in-vehicle distraction through a driver model

Franck Mars , Ablamvi Ameyoe , Philippe Chevrel , Eric Le Carpentier , Hervé Illy
20th Congress of the International Ergonomics Association, Aug 2018, Florence, Italy
Communication dans un congrès hal-01954399v1

Analysis of a driver model sensitivity to various types of distraction

Franck Mars , Ablamvi Ameyoe , Philippe Chevrel , Eric Le Carpentier , Hervé Illy
5th International Conference on Driver Distraction and Inattention, Mar 2017, Paris, France
Communication dans un congrès hal-01492034v1

A psychophysiology-based driver model for the design of driving assistance systems

Franck Mars , Philippe Chevrel
1st International Neuroergonomics Conference: "The brain at work and in everyday life", Oct 2016, Paris, France
Communication dans un congrès hal-01377386v1

Estimation of Driver Distraction Using the Prediction Error of a Cybernetic Driver Model

Ablamvi Ameyoe , Franck Mars , Philippe Chevrel , Eric Le Carpentier , Hervé Illy
Driving Simulation Conference and Exhibition, DSC'2015, Sep 2015, Tübingen, Germany. pp. 13-18
Communication dans un congrès hal-01164330v1

Identification of a Linear Parameter Varying Driver Model for the Detection of Distraction

Ablamvi Ameyoe , Philippe Chevrel , Eric Le Carpentier , Franck Mars , Hervé Illy
1st IFAC Workshop on Linear Parameter Varying systems, IFAC, Oct 2015, Grenoble, France
Communication dans un congrès hal-01164323v1

Contrôle latéral partagé d'un véhicule automobile : conception à base d'un modèle cybernétique du conducteur et d'une commande H2 anticipative

Philippe Chevrel , Franck Mars , Jean François Lafay , Fabien Claveau
Réunion GTAA (Groupe de Travail Automatique et Automobile), May 2012, Versailles, France
Communication dans un congrès hal-00702059v1

Modeling the visual and motor control of steering with an eye to shared-control automation

Franck Mars , Louay Saleh , Philippe Chevrel , Fabien Claveau , Jean-François Lafay
Human Factors and Ergonomics Society 55th Annual Meeting, Sep 2011, Las Vegas, United States. pp.1422-1426, ⟨10.1177/1071181311551296⟩
Communication dans un congrès hal-00630161v1

Human-like cybernetic driver model for lane keeping

Louay Saleh , Philippe Chevrel , Franck Mars , Jean-François Lafay , Fabien Claveau
IFAC World Congress, Aug 2011, Milan, Italy. pp.TuAT1.49
Communication dans un congrès hal-00567778v1

Modélisation du conducteur pour le contrôle de la trajectoire d'un véhicule automobile

Chouki Sentouh , Philippe Chevrel , Franck Mars , Fabien Claveau
Conférence Internationale Francophone d'Automatique, Jun 2010, NANCY, France. (elec. proc)
Communication dans un congrès hal-00480009v1

A human-centred Approach of Steering Control Modelling

Chouki Sentouh , Philippe Chevrel , Franck Mars , Fabien Claveau
21st IAVSD Symposium on Dynamics of Vehicles on Roads and Tracks, Aug 2009, Stockholm, Sweden. 12 pp
Communication dans un congrès hal-00457752v1

A Sensorimotor Driver Model for Steering Control

Chouki Sentouh , Philippe Chevrel , Franck Mars , Fabien Claveau
IEEE International Conference on Systems, Man, and Cybernetics (SMC 2009), Oct 2009, San Antonio, TX, United States. pp.2462--2467, ⟨10.1109/ICSMC.2009.5346350⟩
Communication dans un congrès hal-00457750v1

A psychophysiology-based driver model for the design of driving assistance systems

Franck Mars , Philippe Chevrel
H. Ayaz; F. Dehais. Neuroergonomics: The brain at work and in everyday life, Elsevier, pp.223, 2019
Chapitre d'ouvrage hal-01954154v1