Image Processing in Autonomous Vehicle Model Positioning and Movement Control

被引:0
|
作者
Chuprov, Sergey [1 ]
Marinenkov, Egor [1 ]
Viksnin, Ilya [1 ]
Reznik, Leon [2 ]
Khokhlov, Igor [2 ]
机构
[1] ITMO Univ, Dept Secure Informat Technol, St Petersburg, Russia
[2] Rochester Inst Technol, B Thomas Golisano Coll Comp & Informat Sci, Rochester, NY 14623 USA
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This paper presents a novel technique for processing an on-board camera's images with the goal to determine the location and trajectory of an unmanned autonomous vehicle (AV) in order to control traffic through an intersection. The empirical study with multiple AV's physical models was conducted. The physical testing ground parameters and components parts used to build up the AV's model and to develop methods for image processing and decision-making are described. The technique has been successfully employed and tested under laboratory conditions.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] Model Predictive Control for Evasive Steering of an Autonomous Vehicle
    Nam, Hyunsik
    Choi, Wansik
    Ahn, Changsun
    INTERNATIONAL JOURNAL OF AUTOMOTIVE TECHNOLOGY, 2019, 20 (05) : 1033 - 1042
  • [32] Nonlinear Model Predictive Control of Autonomous Vehicle Steering
    Rafaila, Razvan C.
    Livint, Gheorghe
    2015 19TH INTERNATIONAL CONFERENCE ON SYSTEM THEORY, CONTROL AND COMPUTING (ICSTCC), 2015, : 466 - 471
  • [33] Model Predictive Control for Evasive Steering of Autonomous Vehicle
    Choi, Wansik
    Nam, Hyun-Sik
    Kim, Byungjoo
    Ahn, Changsun
    ADVANCES IN DYNAMICS OF VEHICLES ON ROADS AND TRACKS, IAVSD 2019, 2020, : 1252 - 1258
  • [34] eHMI positioning for autonomous vehicle/pedestrians interaction
    Troel-Madec, Maureen
    Boissieux, Laurence
    Borkoswki, Stan
    Vaufreydaz, Dominique
    Alaimo, Julien
    Chatagnon, Sandrine
    Spalanzani, Anne
    IHM19:ANNEXES DES ACTES DE LA 31E CONFERENCE FRANCOPHONE SUR I'INTERACTION HOMME-MACHINE, 2019,
  • [35] Model Predictive Control for Evasive Steering of an Autonomous Vehicle
    Hyunsik Nam
    Wansik Choi
    Changsun Ahn
    International Journal of Automotive Technology, 2019, 20 : 1033 - 1042
  • [36] Navigation of the autonomous vehicle reverse movement
    Rachkov, M.
    Petukhov, S.
    INTERNATIONAL AUTOMOBILE SCIENTIFIC FORUM (IASF-2017) INTELLIGENT TRANSPORT SYSTEMS, 2018, 315
  • [37] Positioning Control for an Autonomous Airship
    Yang, Yueneng
    Wu, Jie
    Zheng, Wei
    JOURNAL OF AIRCRAFT, 2016, 53 (06): : 1638 - 1646
  • [38] Controlled and Automatic Processing in Animals and Machines with Application to Autonomous Vehicle Control
    Gurney, Kevin
    Hussain, Amir
    Chambers, Jon
    Abdullah, Rudwan
    ARTIFICIAL NEURAL NETWORKS - ICANN 2009, PT I, 2009, 5768 : 198 - +
  • [39] Autonomous control systems - Applications to remote sensing and image processing
    Jamshidi, M
    ALGORITHMS AND SYSTEMS FOR OPTICAL INFORMATION PROCESSING V, 2001, : 1 - 8
  • [40] Autonomous Underwater Vehicle Positioning Control - a Velocity Form LPV-MPC Approach
    Jimoh, Isah A.
    Yue, Hong
    Kucukdemiral, Ibrahim B.
    IFAC PAPERSONLINE, 2023, 56 (02): : 4388 - 4393