Hybrid Navigation System Based Autonomous Positioning and Path Planning for Mobile Robots

被引:0
|
作者
Shuzhan Shentu
Zhao Gong
Xin-Jun Liu
Quan Liu
Fugui Xie
机构
[1] Tsinghua University,The State Key Laboratory of Tribology, Department of Mechanical Engineering (DME)
[2] Tsinghua University,Beijing Key Lab of Precision/Ultra
关键词
Hybrid navigation system; Positioning and path planning; The Kalman filter; Autonomous docking;
D O I
暂无
中图分类号
学科分类号
摘要
Positioning and navigation technology is a new trend of research in mobile robot area. Existing researches focus on the indoor industrial problems, while many application fields are in the outdoor environment, which put forward higher requirements for sensor selection and navigation scheme. In this paper, a complete hybrid navigation system for a class of mobile robots with load tasks and docking tasks is presented. The work can realize large-range autonomous positioning and path planning for mobile robots in unstructured scenarios. The autonomous positioning is achieved by adopting suitable guidance methods to meet different application requirements and accuracy requirements in conditions of different distances. Based on the Bezier curve, a path planning scheme is proposed and a motion controller is designed to make the mobile robot follow the target path. The Kalman filter is established to process the guidance signals and control outputs of the motion controller. Finally, the autonomous positioning and docking experiment are carried out. The results of the research verify the effectiveness of the hybrid navigation, which can be used in autonomous warehousing logistics and multi-mobile robot system.
引用
收藏
相关论文
共 50 条
  • [21] Review of Autonomous Path Planning Algorithms for Mobile Robots
    Qin, Hongwei
    Shao, Shiliang
    Wang, Ting
    Yu, Xiaotian
    Jiang, Yi
    Cao, Zonghan
    DRONES, 2023, 7 (03)
  • [22] A chaotic path planning generator for autonomous mobile robots
    Volos, Ch. K.
    Kyprianidis, I. M.
    Stouboulos, I. N.
    ROBOTICS AND AUTONOMOUS SYSTEMS, 2012, 60 (04) : 651 - 656
  • [23] Hierarchical path planning method for autonomous mobile robots
    Kurihara, K
    Hasegawa, J
    Nishiuchi, N
    ADVANCES IN INTELLIGENT SYSTEMS AND ROBOTICS, 2003, 101 : 1 - 8
  • [24] Obstacle recognition for path planning in autonomous mobile robots
    Orozco-Rosas, Ulises
    Picos, Kenia
    Montiel, Oscar
    Sepulveda, Roberto
    Diaz-Ramirez, Victor H.
    OPTICS AND PHOTONICS FOR INFORMATION PROCESSING X, 2016, 9970
  • [25] Mobile Robot Autonomous Navigation: A Path Planning Approach
    Nizar, Imane
    Mestari, Mohammed
    IFAC PAPERSONLINE, 2022, 55 (12): : 610 - 615
  • [26] Development of an Efficient Perception System and a Path Planning Algorithm for Autonomous Mobile Robots
    Matta, Sherif
    Chalhoub, Nabil G.
    2013 IEEE (AIPR) APPLIED IMAGERY PATTERN RECOGNITION WORKSHOP: SENSING FOR CONTROL AND AUGMENTATION, 2013,
  • [27] Autonomous navigation and positioning for indoor wireless measurements using mobile robots
    Zavala, AA
    14TH INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATIONS, AND COMPUTERS, PROCEEDINGS, 2004, : 23 - 28
  • [28] Convolution Neural Network Based Autonomous Navigation System for Mobile Robots
    Semencha, Veronica E.
    Skripnik, Tatiana N.
    PROCEEDINGS OF THE 2019 IEEE CONFERENCE OF RUSSIAN YOUNG RESEARCHERS IN ELECTRICAL AND ELECTRONIC ENGINEERING (EICONRUS), 2019, : 331 - 334
  • [29] A novel directional sampling-based path planning algorithm for ambient intelligence navigation scheme in autonomous mobile robots
    Ganesan, Sivasankar
    Natarajan, Senthil Kumar
    JOURNAL OF AMBIENT INTELLIGENCE AND SMART ENVIRONMENTS, 2023, 15 (03) : 269 - 284
  • [30] An autonomous stereovision-based navigation system (ASNS) for mobile robots
    Al-Muteb, Khalid
    Faisal, Mohammed
    Emaduddin, Muhammad
    Arafah, Mohammed
    Alsulaiman, Mansour
    Mekhtiche, Mohamed
    Hedjar, Ramdane
    Mathkoor, Hassan
    Algabri, Mohammed
    Bencherif, M. A.
    INTELLIGENT SERVICE ROBOTICS, 2016, 9 (03) : 187 - 205