Development of non-Platform Mobile Robot for Simultaneous Localization And Mapping Using ROS

被引:1
|
作者
Chainago, Viekrie Maifa [1 ]
Jati, Agung Nugroho [1 ]
Setianingsih, Casi [1 ]
机构
[1] Telkom Univ, Sch Elect Engn, Comp Engn, Bandung, Indonesia
来源
2019 IEEE INTERNATIONAL CONFERENCE ON AEROSPACE ELECTRONICS AND REMOTE SENSING TECHNOLOGY (ICARES 2019) | 2019年
关键词
autonomous driving; Simultaneous; SLAM; LIDAR; SBC; Multi; robot; Rviz; IMU; trajectories;
D O I
10.1109/icares.2019.8914356
中图分类号
V [航空、航天];
学科分类号
08 ; 0825 ;
摘要
The development of the world of robotics lately is developing very rapidly, especially in autonomous driving is quickly becoming a big challenge in the world of robotics technology, localization, and simultaneous mapping has always been a problem in subject of conversation, not only is pose estimation and space recognition one of them. This final project presents ideas for implementing Simultaneous Localization and Mapping (SLAM) packages on multi-robot systems equipped with Light Detection and Ranging (LIDAR) sensors and Single Board Computer (SBC) as well as the soft-architecture architecture of the Robot Operating System (ROS) platform. This final project will discuss and design the SLAM Cartographer package which is supported by the ROS software platform. There are Rviz tools to perform or display parameters that support and assist in localizing and mapping space on multi robots by processing LIDAR sensor input data such as values odometry, an Inertial Measurement Unit (IMU), and trajectories. This design model is designed to produce localization and mapping on multi robots, and this design is implemented to provide useful evidence to ensure SLAM package cartographers can be used or one of the best packages because it can process LIDAR values into IMU values for localization and mapping in realtime in real-time simultaneous implementation of an effective and efficient SLAM with 83% object detection distance accuracy and 100% space representation map and average detection accuracy of the number of objects in a room 95.4%.
引用
收藏
页数:6
相关论文
共 50 条
  • [31] A Simultaneous Localization and Mapping Algorithm of Mobile Robot Based on Improved FastSLAM
    Xia, Yi-min
    Yang, Yi-min
    PROCEEDINGS OF THE 2009 WRI GLOBAL CONGRESS ON INTELLIGENT SYSTEMS, VOL III, 2009, : 88 - 92
  • [32] A Robust Regression Model for Simultaneous Localization and Mapping in Autonomous Mobile Robot
    Xinzheng Zhang
    Ahmad B. Rad
    Yiu-Kwong Wong
    Journal of Intelligent and Robotic Systems, 2008, 53 : 183 - 202
  • [33] Modified Particle Filter Algorithm for Mobile Robot Simultaneous Localization and Mapping
    Wang, Zhongmin
    Miao, Dehua
    PROCEEDINGS OF THE THIRD INTERNATIONAL CONFERENCE ON MECHANICAL ENGINEERING AND MECHANICS, VOLS 1 AND 2, 2009, : 1454 - 1459
  • [34] Genetic algorithmic filter approach to mobile robot simultaneous localization and mapping
    Feng, Dong Jun
    Wijesoma, Sardha
    Shacklock, Andrew P.
    2006 9TH INTERNATIONAL CONFERENCE ON CONTROL, AUTOMATION, ROBOTICS AND VISION, VOLS 1- 5, 2006, : 2258 - +
  • [35] A robust regression model for simultaneous localization and mapping in autonomous mobile robot
    Zhang, Xinzheng
    Rad, Ahmad B.
    Wong, Yiu-Kwong
    JOURNAL OF INTELLIGENT & ROBOTIC SYSTEMS, 2008, 53 (02) : 183 - 202
  • [36] Invariant EKF Based Mobile Robot Simultaneous Localization and Mapping Navigation
    Gu, Chaoyue
    Sun, Zhenxing
    Ting, Wang
    ARTIFICIAL INTELLIGENCE AND ROBOTICS, ISAIR 2022, PT I, 2022, 1700 : 420 - 426
  • [37] Fruit Mapping Mobile Robot on Simulated Agricultural Area in Gazebo Simulator Using Simultaneous Localization And Mapping (SLAM)
    Habibie, Novian
    Nugraha, Aditya Murda
    Anshori, Ahmad Zaki
    Ma'sum, M. Anwar
    Jatmiko, Wisnu
    2017 INTERNATIONAL SYMPOSIUM ON MICRO-NANOMECHATRONICS AND HUMAN SCIENCE (MHS), 2017,
  • [38] Simultaneous Mobile Robot Localization and Mapping using an Adaptive Curvature-based Environment Description
    Vazquez-Martin, R.
    Nunez, P.
    del Toro, J. C.
    Bandera, A.
    Sandoval, F.
    2008 IEEE MEDITERRANEAN ELECTROTECHNICAL CONFERENCE, VOLS 1 AND 2, 2008, : 330 - +
  • [39] Simultaneous localization and mapping using an RGB-D camera for autonomous mobile robot navigation
    Macias, Luis Rodolfo
    Orozco-Rosas, Ulises
    Picos, Kenia
    OPTICS AND PHOTONICS FOR INFORMATION PROCESSING XV, 2021, 11841
  • [40] Mobile robot simultaneous localization and mapping using novel Rao-Blackwellised particle filter
    Li Maohai
    Hong Bingrong
    Luo Ronghua
    CHINESE JOURNAL OF ELECTRONICS, 2007, 16 (01): : 34 - 39