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Efficient Reliability-Based Mission Planning of Off-Road Autonomous Ground Vehicles Using an Outcrossing Approach
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Reliability-based mission planning of off-road autonomous ground vehicles (AGVs) aims to identify an optimal path under uncertain and deformable terrain environment, while satisfying specific mission mobility reliability ...
Mobility Prediction of Off-Road Ground Vehicles Using a Dynamic Ensemble of NARX Models
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Mobility prediction of off-road autonomous ground vehicles (AGV) in uncertain environments is essential for their model-based mission planning, especially in the early design stage. While surrogate modeling methods have ...
Collision-Avoidance Reliability Analysis of Automated Vehicle Based on Adaptive Surrogate Modeling
Publisher: American Society of Mechanical Engineers (ASME)
Abstract: This paper presents a reliability analysis method for automated vehicles equipped with adaptive cruise control (ACC) and autonomous emergency braking (AEB) systems to avoid collision with an obstacle in front of the vehicle. ...
Simulation-Based Mission Mobility Reliability Analysis of Off-Road Ground Vehicles
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper develops a simulation-based mission mobility reliability (MMR) analysis framework to account for uncertainty in mobility prediction of off-road ground vehicles in mission planning. A concept of MMR is first ...