Experimental Autonomous Road Vehicle with Logical Artificial Intelligence

被引:26
|
作者
Shadrin, Sergey Sergeevich [1 ]
Varlamov, Oleg Olegovich [2 ]
Ivanov, Andrey Mikhailovich [1 ]
机构
[1] Moscow Automobile & Rd Construct State Tech Univ, Automobiles Dept, Leningradskiy Pr 64, Moscow 125319, Russia
[2] Mivar Ltd, Oktyabrskaya St 72, Moscow 127521, Russia
关键词
24;
D O I
10.1155/2017/2492765
中图分类号
TU [建筑科学];
学科分类号
0813 ;
摘要
This article describes some technical issues regarding the adaptation of a production car to a platform for the development and testing of autonomous driving technologies. A universal approach to performing the reverse engineering of electric power steering (EPS) for the purpose of external control is also presented. The primary objective of the related study was to solve the problem associated with the precise prediction of the dynamic trajectory of an autonomous vehicle. This was accomplished by deriving a new equation for determining the lateral tire forces and adjusting some of the vehicle parameters under road test conductions. A Mivar expert system was also integrated into the control system of the experimental autonomous vehicle. The expert system was made more flexible and effective for the present application by the introduction of hybrid artificial intelligence with logical reasoning. The innovation offers a solution to the major problem of liability in the event of an autonomous transport vehicle being involved in a collision.
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页数:10
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