Fuzzy Logic Based Self-Driving Racing Car Control System

被引:0
|
作者
Korkmaz, Berk [1 ]
Etlik, Ugur Bugra [1 ]
Beke, Aykut [1 ]
Kumbasar, Tufan [1 ]
机构
[1] Istanbul Tech Univ, Dept Control & Automat Engn, Istanbul, Turkey
关键词
fuzzy logic; expert systems; self-driving car; lane tracking; !text type='Java']Java[!/text]Script Racer; LANE DETECTION; TRACKING;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this study, we propose a fuzzy logic based self-driving car control system and its deployment into the JavaScript Racer game. In the design of the self-driving system, it is aimed to design an intelligent vehicle control system such that the racing car finishes the race in the shortest time without getting out of the road. To accomplish such a goal, the proposed intelligent driving system takes up and merges the frameworks of control theory, fuzzy logic and computer vision. In this structure, computer vision is used for lane detection while the fuzzy logic control is employed for positioning and regulating the speed of the racing car. The paper presents in detail the structure and design of the intelligent driving system by presenting all of its design steps. The efficiency of the fuzzy logic based self-driving racing car control system is shown with results collected from the game environment.
引用
收藏
页数:6
相关论文
共 50 条
  • [21] Deep Reinforcement Learning with external control: Self-driving car application
    Youssef, Fenjiro
    Houda, Benbrahim
    [J]. 4TH INTERNATIONAL CONFERENCE ON SMART CITY APPLICATIONS (SCA' 19), 2019,
  • [22] Concurrent firing LIDAR for self-driving car
    Eom, Jeongsook
    Kim, Gunzung
    Park, Yongwan
    [J]. 12TH INTERNATIONAL CONFERENCE ON ICT CONVERGENCE (ICTC 2021): BEYOND THE PANDEMIC ERA WITH ICT CONVERGENCE INNOVATION, 2021, : 1226 - 1229
  • [23] California is officially embracing the self-driving car
    Matt McFarland
    [J]. 中国战略新兴产业, 2017, (13) : 21 - 21
  • [24] The Self-Driving Car: A Media Machine for Posthumans?
    Huhtamo, Erkki
    [J]. ARTNODES, 2020, (26):
  • [25] Proceed with Caution toward the Self-Driving Car
    不详
    [J]. TECHNOLOGY REVIEW, 2013, 116 (04) : 8 - 8
  • [26] 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)
  • [27] 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
  • [28] Self-Driving Car Acceptance and the Role of Ethics
    Karnouskos, Stamatis
    [J]. IEEE TRANSACTIONS ON ENGINEERING MANAGEMENT, 2020, 67 (02) : 252 - 265
  • [29] 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
  • [30] The Self-Driving Car's People Problem
    Brooks, Rodney
    [J]. IEEE SPECTRUM, 2017, 54 (08) : 34 - 51