Functional Model of a Self-Driving Car Control System

被引:3
|
作者
Sviatov, Kirill [1 ]
Yarushkina, Nadejda [1 ]
Kanin, Daniil [1 ]
Rubtcov, Ivan [1 ]
Jitkov, Roman [1 ]
Mikhailov, Vladislav [1 ]
Kanin, Pavel [1 ]
机构
[1] Ulyanovsk State Tech Univ, Fac Informat Syst & Technol, Severny Venetc 32, Ulyanovsk 432027, Russia
关键词
self-driving car; visual scene recognition; deep learning; computer aided design;
D O I
10.3390/technologies9040100
中图分类号
T [工业技术];
学科分类号
08 ;
摘要
The article describes a structural and functional model of a self-driving car control system, which generates a wide class of mathematical problems. Currently, control systems for self-driving cars are considered at several levels of abstraction and implementation: Mechanics, electronics, perception, scene recognition, control, security, integration of all subsystems into a solid system. Modern research often considers particular problems to be solved for each of the levels separately. In this paper, a parameterized model of the integration of individual components into a complex control system for a self-driving car is considered. Such a model simplifies the design and development of self-driving control systems with configurable automation tools, taking into account the specifics of the solving problem. The parameterized model can be used for CAD design in the field of self-driving car development. A full cycle of development of a control system for a self-driving truck was implemented, which was rub in the "Robocross 2021" competition. The software solution was tested on more than 40 launches of a self-driving truck. Parameterization made it possible to speed up the development of the control system, expressed in man-hours, by 1.5 times compared to the experience of the authors of the article who participated in the same competition in 2018 and 2019. The proposed parameterization was used in the development of individual CAD elements described in this article. Additionally, the implementation of specific modules and functions is a field for experimental research.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Neurofuzzy Data Aggregation in a Multisensory System for Self-Driving Car Steering
    Luna-Alvarez, Antonio
    Mujica-Vargas, Dante
    Rendon-Castro, Arturo
    Matuz-Cruz, Manuel
    Vianney Kinani, Jean Marie
    [J]. ELECTRONICS, 2023, 12 (02)
  • [22] Joystick Car Drive System and its Application to Self-driving Microbus
    Wang, Zhi
    Sai, Hideyasu
    Ogiwara, Kazuo
    Ohyama, Wataru
    Watabe, Daishi
    Saitou, Yukimichi
    Wada, Masayoshi
    [J]. IECON 2020: THE 46TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2020, : 632 - 637
  • [23] The Self-Driving Car's People Problem
    Brooks, Rodney
    [J]. IEEE SPECTRUM, 2017, 54 (08) : 34 - 51
  • [24] Self-Driving Car Acceptance and the Role of Ethics
    Karnouskos, Stamatis
    [J]. IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2020, 67 (02) : 252 - 265
  • [25] The key technology toward the self-driving car
    Zhao, Jianfeng
    Liang, Bodong
    Chen, Qiuxia
    [J]. INTERNATIONAL JOURNAL OF INTELLIGENT UNMANNED SYSTEMS, 2018, 6 (01) : 2 - 20
  • [26] Proceed with Caution toward the Self-Driving Car
    Knight, Will
    [J]. TECHNOLOGY REVIEW, 2013, 116 (03) : 84 - 86
  • [27] Traffic Scenes Classification for Self-driving Car
    Lv, Hongbo
    Zhuang, Xiaolin
    Cao, Huifang
    [J]. PROCEEDINGS OF THE 2015 4TH INTERNATIONAL CONFERENCE ON SENSORS, MEASUREMENT AND INTELLIGENT MATERIALS, 2016, 43 : 130 - 133
  • [28] A Self-driving Car in the Classroom: Design of an Embedded, Behavior-Based Control System for a Car-Like Robot
    Mydlarz, Mateusz
    Skrzypczynski, Piotr
    [J]. AUTOMATION 2019: PROGRESS IN AUTOMATION, ROBOTICS AND MEASUREMENT TECHNIQUES, 2020, 920 : 367 - 378
  • [29] Self-driving car ISEAUTO for research and education
    Sell, Raivo
    Rassolkin, Anton
    Leier, Mairo
    Emits, Juhan-Peep
    [J]. PROCEEDINGS OF THE 2018 19TH INTERNATIONAL CONFERENCE ON RESEARCH AND EDUCATION IN MECHATRONICS (REM 2018), 2018, : 111 - 116
  • [30] The Influence of Cooperating Self-Driving Car to Highway
    Xu, Shuo-Yang
    Cheng, Lu
    Qiang, Shi-Yuan
    [J]. PROCEEDINGS OF THE 3RD ANNUAL INTERNATIONAL CONFERENCE ON MANAGEMENT, ECONOMICS AND SOCIAL DEVELOPMENT (ICMESD 17), 2017, 21 : 444 - 451