Hichem Arioui

Research

My research is carried out at the IBISC laboratory (EA 4526) of the University of Evry Paris-Saclay, within the SIAM team. It focuses on the observation, estimation and control of dynamic systems, with road safety of powered two-wheeled vehicles, driving simulation and haptic rendering as guiding threads.

This strongly experimental work has led to nearly 150 published papers (H-index: 26), 3 innovative driving simulator prototypes and several ANR and European projects for which I served as scientific leader.

Research topics

  • Haptic simulation — haptic interfacing and stabilisation of haptic rendering under transmission delays (teleoperation, shared virtual environments)
  • Driving simulation — mechatronic design, modelling and control of low-cost motion platforms, for cars and motorcycles
  • Road safety of powered two-wheeled vehicles (PTWV) — dynamic modelling, preventive and active safety: risk quantification, detection of loss of control, understeering and oversteering, curve warning systems
  • Control and observation — reconstruction of dynamic states and unknown inputs, parameter identification of PTWVs, trajectory reconstruction and analysis (Takagi-Sugeno/LPV observers, sliding modes, algebraic techniques, vision-based and visual-inertial approaches)
  • Multi-view reconstruction for aerial vehicles — structure from motion, 3D localisation and reconfiguration of drone fleets
  • Gaze dynamics & vehicle trajectory — study of the visual behaviour of motorcyclists, applications to training and intelligent transportation systems (ANR eMC2 project)

Main contributions

  • Predictive and passive control strategies for the stabilisation of haptic rendering under variable or constant transmission delays
  • Design, mechatronic characterisation and control of low-cost motion platforms: three innovative operational prototypes of driving simulators (car and motorcycle)
  • Advanced motion cueing methods, including an original optimised tuning of Washout filters
  • Development of estimation techniques for ground transport applications (vehicle state, rider, environment): sliding mode observers, algebraic estimation, polytopic observers, robust linear observers, vision-based estimation
  • Significant contribution to the identification of inertial and tyre parameters of PTWVs (unknown input observation, robust identification through differential techniques)
  • Original road risk quantification functions for motorcycles using exclusively visual and visual-inertial approaches
  • Control of dynamic systems: teleoperation, motion platforms and autonomous vehicles

Research projects

Scientific leadership or participation — ANR, European and regional funding

  • eMC2 (ANR, 2022-2026) — gaze dynamics in motorcycle cornering, applications to training & ITS. Scientific leader, €186k
  • TEDw (STIC Paris-Saclay, 2019-2020) — impact of gaze direction on motorcycle trajectory. Principal investigator, €19k
  • VIROLO++ (ANR, 2016-2020) — study of motorcycle cornering. Scientific leader, €192k
  • e-MOTIVE (FUI, 2009-2014) — riding assistance systems for PTWVs
  • CompanionAble (European Integrated Project, FP7, 2008-2012) — assistive robotics and cognitive smart homes, more than 20 partners. €270k
  • VIGISIM (PREDIT-ANR, 2006-2009) — simulator for detecting driving impairment (attention, vigilance). Scientific leader, €40k
  • SIMACOM (PREDIT-ANR, 2006-2009) — simulator for learning to ride powered two-wheelers. Scientific leader, €62k
  • SUMOTORI (PREDIT-ANR, 2004-2006) — identification of two-wheeler accident situations
  • INTUITION (Network of Excellence, FP6, 2003-2008) — virtual reality, more than 60 European partners. Scientific leader, €600k

Collaborations

International

  • MIT (Mechatronics Research Lab, USA, since 2012) — preventive assistance for two-wheelers, doctoral research stays
  • University of Tennessee (USA), University of Coimbra (Portugal), TU Darmstadt (Germany), POLIMI (Italy), UNAM (Mexico), SMU (Canada), Sharjah University (UAE), NTU (Singapore)
  • Algeria: ENSI, École Nationale Polytechnique, universities of Jijel and Annaba

National

  • UGE/IFSTTAR (S. Espié, LEPSIS), LS2N Nantes, PRISME, INRIA Sophia Antipolis, CRISTAL Lille, IEF Paris-Sud, L2S, IRISA Rennes, CEA, R. Poincaré Hospital (Garches), Gendarmerie Nationale, SATIE

Industrial partnerships

  • Segula, Peugeot Motocycles, LibertyRider, DRUST, IAV France, HEEX Technologies, MAIF — perception, riding assistance and preventive safety for vehicles and two-wheelers

Outreach and distinctions

Distinctions

  • Individual RIPEC-C3 bonus (2024-2027), PEDR doctoral supervision and research bonus (2016-2020 and 2020-2024), PES scientific excellence bonus (2012-2016)
  • Laureate of the ABERTIS chair — "Best PhD thesis in Road Safety 2018 in France" (P-M. Damon's thesis)
  • 2nd Best Regular Paper at IEEE ICNSC'18 (Zhuhai, China); selected ICMA'04 paper published as an Elsevier book chapter
  • Promotion to Hors Classe of associate professors through the national contingent at first application (2019)

PhD committees and expertise

  • 21 PhD defence committees (including 6 as external reviewer) and 10 PhD monitoring committees
  • Regular reviewer for IEEE journals (T-IV, TAC, T-ITS, TCST, T-RO, T-Mech, TVT), Automatica, Control Engineering Practice, Journal of The Franklin Institute, JINT Springer…
  • Reviewer for the main conferences of the field: CDC, ACC, ICRA, IROS, ITSC, IV, IFAC WC, ECC, EuroHaptics…

Community animation

  • Founder and chairman of the CISA'08 conference (Annaba: 231 submissions, 18 countries); co-organisation of ICATS'15, participation in the organisation of EuroHaptics 2006 (Paris) and JJCR 2001 (Evry)
  • Organisation of invited sessions "Two-Wheeled Vehicles: Dynamics and Control" (IEEE SMC 2017 & 2018, MED 2011); member of international programme committees (ICNSC, EuroHaptics, CISA, Ro-Man, ICATS…)
  • Session chairman at IEEE conferences: ACC'23, ICRA'21, CDC'20, CDC'19, ITSC'19, ITSC'18, ICNSC'18, ACC'11, ROMAN'09…

Scientific stays and invited talks

  • Visiting Researcher: MIT — Mechatronics Research Lab (6 stays, 2014-2022), Nanyang Technological University Singapore (2023, 2024), University of Tennessee at Knoxville (2020)
  • Invited seminars: MIT (2018), NTU Singapore (2023), U. Tennessee (2022), ENSI Tlemcen (2024); plenary sessions at ICAAM 2022 (Tunisia) and JDATIM'12 (Algeria)
  • Erasmus+ round table "Education and European values at the heart of a world in crises" alongside the French Minister of Higher Education and Research, the Director of the Erasmus+ France Agency and the Secretary General of EUGLOH

Demonstration videos

Driving simulators, advanced rider assistance systems (ARAS) and estimation for powered two-wheelers

VIGISIM — first simulator tests

MCAS — curve alert (MIT & IBISC)

Steering & road curvature estimation

Overspeed curve alert (MCAS)

VIGISIM — real experiment

MCAS — speed alert (MIT & IBISC)

MCAS — curve alert system

Camera velocities & depth estimation

Vision-based lateral & steering estimation

DeepRide Dynamics — visual-inertial estimation