2018 · 11 citations · 17 references
Artificial IntelligenceAutomotive EngineeringEngineeringAutonomous Vehicle NavigationAdvanced Driver-assistance SystemHybrid Electric VehicleAutonomous SystemsIntelligent SystemsAutonomous Driving PlatformIntelligent Autonomous SystemsElectric VehiclesAutonomous VehiclesSystems EngineeringElectrical EngineeringVehicle LocalizationVehicle TechnologyComputer ScienceAutonomous DrivingAutonomous NavigationTongji UniversityEnergy ManagementAutomationAutonomous Intelligent SystemFast Express RoadsPlanningRobotics
TiEV is an autonomous driving platform implemented by the Tongji University of China. The vehicle is drive-by-wire and is fully powered by electricity. We devised the software system of TiEV from scratch, which is capable of driving the vehicle autonomously on urban paths as well as on fast express roads. We describe our whole system, especially novel modules of probabilistic perception fusion, large-scale mapping and updating, the 1 <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">st</sup> and the 2 <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">nd</sup> planning and the overall safety concern. TiEV finished the 2016, and the 2017 Intelligent Vehicle Future Challenge of China held at Changshu. We show our experiences in the development of autonomous vehicles and discuss the future trends.
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