Visual Predictive Control Scheme for a Mobile Robot Navigating in a Cluttered Environment

被引:0
|
作者
Durand-Petiteville, Adrien [1 ]
Cadenat, Viviane [2 ,3 ]
机构
[1] Univ Fed Pernambuco, Mech Engn Dept, Recife, PE, Brazil
[2] CNRS, LAAS, Toulouse, France
[3] Univ Paul Sabatier Toulouse III, Toulouse, France
关键词
FEATURES; SYSTEMS;
D O I
10.1109/lars/sbr/wre51543.2020.9307090
中图分类号
TP24 [机器人技术];
学科分类号
080202 ; 1405 ;
摘要
This work focuses on the use of Visual Predictive Control to drive a mobile robot in a cluttered environment. To efficiently and safely achieve the navigation task, one proposes to modify a classical VPC scheme by (i) relaxing some control input boundaries to extend the feasibility set and guarantee the stability, (ii) adding obstacle constraint over the pieces of trajectory, and (iii) modifying the calculated solution to avoid local minima. Simulated results highlight the efficiency of the proposed approach.
引用
收藏
页码:132 / 137
页数:6
相关论文
共 50 条
  • [1] Enhanced Visual Predictive Control Scheme for Mobile Manipulator
    Bildstein, H.
    Durand-Petiteville, A.
    Cadenat, V.
    [J]. 2023 EUROPEAN CONFERENCE ON MOBILE ROBOTS, ECMR, 2023, : 337 - 343
  • [2] EXPERIMENTS WITH A MOBILE ROBOT OPERATING IN A CLUTTERED UNKNOWN ENVIRONMENT
    SKEWIS, T
    LUMELSKY, V
    [J]. JOURNAL OF ROBOTIC SYSTEMS, 1994, 11 (04): : 281 - 300
  • [3] Predictive visual control framework of mobile robot for solving occlusion
    Zou, Juncheng
    [J]. NEUROCOMPUTING, 2021, 423 : 474 - 489
  • [4] A Harmonic Potential Field Approach for Navigating a Rigid, Nonholonomic Robot in a Cluttered Environment
    Masoud, Ahmad A.
    [J]. ICRA: 2009 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION, VOLS 1-7, 2009, : 7 - 13
  • [5] Implementation of a Mobile Robot Platform Navigating in Dynamic Environment
    Belaidi, Hadjira
    Bentarzi, Hamid
    Belaidi, Mohamed
    [J]. 2016 THE 3RD INTERNATIONAL CONFERENCE ON MECHATRONICS AND MECHANICAL ENGINEERING (ICMME 2016), 2017, 95
  • [6] Nonlinear Model Predictive Control for Wheeled Mobile Robot in Dynamic Environment
    Hsieh, Chung-Han
    Liu, Jing-Sin
    [J]. 2012 IEEE/ASME INTERNATIONAL CONFERENCE ON ADVANCED INTELLIGENT MECHATRONICS (AIM), 2012, : 363 - 368
  • [7] Real-time visual behaviours for navigating a mobile robot
    Cheng, G
    Zelinsky, A
    [J]. IROS 96 - PROCEEDINGS OF THE 1996 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS - ROBOTIC INTELLIGENCE INTERACTING WITH DYNAMIC WORLDS, VOLS 1-3, 1996, : 973 - 980
  • [8] Model Predictive Robot-Environment Interaction Control for Mobile Manipulation Tasks
    Minniti, Maria Vittoria
    Grandia, Ruben
    Faeh, Kevin
    Farshidian, Farbod
    Hutter, Marco
    [J]. 2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2021), 2021, : 1651 - 1657
  • [9] Predictive control by local visual data - Mobile robot model predictive control strategies using local visual information and odometer data
    Pacheco, Lluis
    Luo, Ningsu
    [J]. ICINCO 2007: PROCEEDINGS OF THE FOURTH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL RA-1: ROBOTICS AND AUTOMATION, VOL 1, 2007, : 259 - 266
  • [10] A PATH-GENERATING MOTION CONTROL SCHEME FOR A MOBILE ROBOT IN THE ENVIRONMENT OF OBSTACLES
    Lee, Ho-Hoon
    [J]. PROCEEDINGS OF THE ASME INTERNATIONAL MECHANICAL ENGINEERING CONGRESS AND EXPOSITION, 2018, VOL 4A, 2019,