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This article is cited in 1 scientific paper (total in 1 paper)
The autonomous vehicle: implementation and issues
O. P. Bobrovskayaab, T. V. Gavrilenkoba a Surgut Branch of Federal State Institute “Scientific Research Institute for System Analysis of the Russian Academy of Sciences”, Surgut, Russian Federation
b Surgut State University, Surgut, Russian Federation
Abstract:
The paper considers the autonomous vehicle development. Six autonomous driving levels are listed ranging from manual driving to a fully autonomous vehicle. The key autopilot components are presented: high-resolution maps, perception, localization, prediction, planning, control. Open-source information about 9 companies engaged in Level 0 to Level 5 autopilot development is reviewed. Errors found in the tested and operating solutions at the current stage of autonomous driving technology development are noted. The problems not yet solved are identified.
Keywords:
autopilot, autonomous vehicle, driver assistant, neural network, SAE classification.
Citation:
O. P. Bobrovskaya, T. V. Gavrilenko, “The autonomous vehicle: implementation and issues”, Russian Journal of Cybernetics, 3:2 (2022), 86–96
Linking options:
https://www.mathnet.ru/eng/uk116 https://www.mathnet.ru/eng/uk/v3/i2/p86
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