JOURNAL ARTICLE

1A2-I02 Development of navigation system for mobile robot using Graph SLAM and local occupancy grid maps(Localization and Mapping (1))

Taichi ItohKazuyuki Morioka

Year: 2013 Journal:   The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec) Vol: 2013 (0)Pages: _1A2-I02_1   Publisher: Japan Society Mechanical Engineers

Abstract

In this paper, we develop a navigation system of mobile robots without a global occupancy grid map. The mobile robots globally run based on path planning built by graph SLAM. While the robots are following the path, localization and obstacle avoidance are performed using the local occupancy grid maps. The robots run to destinations by integrating two kinds of maps. An actual robot system using this method is developed and navigation results are shown.

Keywords:
Occupancy grid mapping Mobile robot Occupancy Robot Computer science Grid Motion planning Simultaneous localization and mapping Obstacle Artificial intelligence Mobile robot navigation Obstacle avoidance Computer vision Graph Path (computing) Real-time computing Geography Robot control Engineering Computer network Geodesy Theoretical computer science

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Topics

Robotic Path Planning Algorithms
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Optimization and Search Problems
Physical Sciences →  Computer Science →  Computer Networks and Communications
Robotics and Sensor-Based Localization
Physical Sciences →  Engineering →  Aerospace Engineering

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