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
  • [21] A decoupled approach for simultaneous Stochastic mapping and mobile robot localization
    Borges, GA
    Aldon, MJ
    2002 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS, VOLS 1-3, PROCEEDINGS, 2002, : 558 - 563
  • [22] Mobile robot trajectory planning in simultaneous localization and mapping problem
    Zhang, Heng
    Fan, Xiao-Ping
    Jiqiren/Robot, 2006, 28 (03): : 285 - 290
  • [23] An Overview of Simultaneous Localization and Mapping Using Low-Cost Mini Robot Platform
    Yatim, Norhidayah Mohamad
    Buniyamin, Norlida
    ADVANCED SCIENCE LETTERS, 2017, 23 (11) : 11053 - 11056
  • [24] Mobile Robot Simultaneous Localization and Mapping Based on a Monocular Camera
    Jia, Songmin
    Wang, Ke
    Li, Xiuzhi
    JOURNAL OF ROBOTICS, 2016, 2016
  • [25] Simultaneous Localization and Mapping of Mobile Robot Based on Image Enhancement
    Zhang, Xin
    Zhang, Yu
    Su, Xiaoming
    Liu, Zhi
    2018 3RD INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION ENGINEERING (ICRAE), 2018, : 39 - 43
  • [26] Mobile robot: Simultaneous localization and mapping of unknown indoor environment
    Emharraf, Mohamed
    Rahmoun, Mohammed
    Saber, Mohammed
    Azizi, Mostafa
    PROCEEDINGS OF 2015 INTERNATIONAL CONFERENCE ON ELECTRICAL AND INFORMATION TECHNOLOGIES (ICEIT 2015), 2015,
  • [27] Coevolution particle filter for mobile robot simultaneous localization and mapping
    Li, MH
    Hong, BR
    Luo, RH
    PROCEEDINGS OF THE 2005 IEEE INTERNATIONAL CONFERENCE ON NATURAL LANGUAGE PROCESSING AND KNOWLEDGE ENGINEERING (IEEE NLP-KE'05), 2005, : 808 - 813
  • [28] Hybrid Filter Based Simultaneous Localization and Mapping for a Mobile Robot
    Choi, Kyung-Sik
    Song, Bong-Keun
    Lee, Suk-Gyu
    ADVANCES IN NEURAL NETWORKS - ISNN 2009, PT 3, PROCEEDINGS, 2009, 5553 : 257 - 266
  • [29] PARTICLE FILTER IN SIMULTANEOUS LOCALIZATION AND MAPPING (SLAM) USING DIFFERENTIAL DRIVE MOBILE ROBOT
    Yatim, Norhidayah Mohamad
    Buniyamin, Norlida
    JURNAL TEKNOLOGI, 2015, 77 (20): : 91 - 97
  • [30] Autonomous Exploration and Mapping using a Mobile Robot Running ROS
    Darmanin, Rachael N.
    Bugeja, Marvin
    ICINCO: PROCEEDINGS OF THE 13TH INTERNATIONAL CONFERENCE ON INFORMATICS IN CONTROL, AUTOMATION AND ROBOTICS, VOL 2, 2016, : 208 - 215