학술논문

An RPLiDAR based SLAM equipped with IMU for Autonomous Navigation of Wheeled Mobile Robot
Document Type
Conference
Source
2020 IEEE 23rd International Multitopic Conference (INMIC) Multitopic Conference (INMIC), 2020 IEEE 23rd International. :1-5 Nov, 2020
Subject
Bioengineering
Communication, Networking and Broadcast Technologies
Components, Circuits, Devices and Systems
Computing and Processing
Fields, Waves and Electromagnetics
Photonics and Electrooptics
Power, Energy and Industry Applications
Robotics and Control Systems
Signal Processing and Analysis
Robots
Mobile robots
Robot sensing systems
Laser radar
Simultaneous localization and mapping
Wheels
Robot kinematics
2D Mapping
GPS
INS
LiDAR
SLAM
Language
ISSN
2049-3630
Abstract
Accurate navigation capability is one of the essential features required to be present in the modern-day mobile robotics. In this regard special challenges are presented by environments where external mapping aid is absent. This paper presents a LiDAR based Simultaneous Localization and Mapping (LiDAR-SLAM) technique to enable an omni directional mobile robot to successfully navigate and create a 2D map of a GPS/GNSS denied environment. The presented SLAM technique is utilizing LiDAR together with IMU sensor data combined with odometry to simultaneously identify the sensor and produce an orderly map of its surroundings.