Recent Advances in Autonomous Vehicles

Special Issue Editors


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Guest Editor
Institut de Recherche Technologique SystemX, Palaiseau, France
Interests: ADAS; autonomous vehicle; models and simulation; test and validation; certification

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Guest Editor
Institut de Recherche Technologique SystemX, Palaiseau, France
Interests: hybrid intelligence for autonomous vehicles and ADAS systems

Special Issue Information

Dear Colleagues,

Autonomous vehicles have attracted a wide array of attention from engineers and researchers in recent years. Many works have been conducted; as a consequence, we can now use a driverless car named Waymo in several cities in America. In addition, autonomous vehicles used to deliver goods are also in development. However, we have still not achieved commercial certificated autonomous vehicles that can be used in an open environment.

The main objective of driving is to keep traffic safe and fluid. The term “safe traffic” includes infrastructure, goods, and traffic users being safe, including passengers in the subject vehicle. Safe autonomous driving is a task that combines many well-trained capacities, such as the capacity of observing, analyzing, predicting, anticipating, deciding, and acting at any time in order to adapt the dynamics of the vehicle to the traffic situation in terms of cancelling disturbances from the environment. Thus, the development of autonomous vehicles requires many advances in technology and efforts in the development of driving strategies and the management of fleets of autonomous vehicles.

We expect that autonomous vehicles will be popular in the very near future, meaning that everybody can profit from this safe, stressless means of transport with all the required comfort of private cars.

This Special Issue focuses on recent advances in research and practice for the development of autonomous vehicles. Submissions to this Special Issue are welcome to focus on, but not be limited to, the following topics:

  • Advances in intelligent sensors: cameras, radars, and lidars;
  • Advances in data fusion for sensors to build an efficient perception system;
  • Advances in decision-making;
  • Integration of situation awareness and anticipation in the driving algorithm;
  • Integration of disturbance cancellation;
  • Integration of V2X, V2V, and X2V communication to increase driving capacity as well as the safety of traffic;
  • Advances in the management of fleets of autonomous vehicles;
  • Advances in itinerary creation for the autonomous vehicle;
  • Advances in trajectory calculation for autonomous control;
  • Methods of verification and validation of autonomous driving by simulation or from the data collection during the ride;
  • Scenarios for the test and validation of autonomous vehicles.

Dr. Soualmi Boussaad
Dr. Duc-Thang Nguyen
Guest Editors

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Keywords

  • autonomous driving
  • actuator control scheme
  • sensor data processing
  • data fusion
  • V2V and V2X communication
  • collective perception
  • digital maps
  • localization
  • trajectory calculation
  • path planning
  • decisions
  • distributed decision making
  • central decision making
  • reasoning
  • problem solving
  • experience-oriented artificial intelligence
  • human-like intelligence
  • machine learning and deep learning
  • behavior verification and validation
  • fleet management

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Published Papers

This special issue is now open for submission.
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