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The paper presents an interactive simulation program dedicated to autonomous vehicles. The program, developed in the form of an app and written in the Matlab programming language, is a didactic tool, which aims to better understand the phenomena that occur during locomotion. To achieve this goal, the user can easily perform interactive simulations...
Conference Paper
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There are several methods and technologies in order to increase the safety operation of autonomous vehicles. One of the most important technology is the braking system, which affects driving safety and comfort. This paper evaluates the braking distance and their calculation methods. Two different methods, which are just velocity and friction-based...
Article
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How to ensure robust and accurate 3D object detection under various environment is essential for autonomous driving (AD) environment perception. While, until now, most of the existing 3D object detection methods are based on the ordinary driving scenes provided by the mainstream dataset. The researches on actual complex scenes (adverse illumination...
Preprint
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The autonomous driving industry is experiencing unprecedented growth, driven by rapid advancements in technology and increasing demand for safer, more efficient transportation. At the heart of this revolution are two critical factors: lateral and longitudinal controls, which together enable vehicles to track complex environments with high accuracy...
Preprint
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Interpreting machine learning models is challenging but crucial for ensuring the safety of deep networks in autonomous driving systems. Due to the prevalence of deep learning based perception models in autonomous vehicles, accurately interpreting their predictions is crucial. While a variety of such methods have been proposed, most are shown to lac...