Edge-Node Map Based Localization without External Sensor Data ⁎. Issue 22 (2018)

• Record Type: Journal Article
• Authors: Kimba, M.; Machinaka, N.; Kuroda, Y.
• Is Part Of: IFAC-PapersOnLine. Volume 51:Issue 22(2018)
• Page Start: 203
• Page End: 208
• Publication Date: 2018
• Subjects: Robotics -- Autonomous mobile robots -- Robust estimation -- Robot navigation -- Obstacle detection; Automatic control -- Periodicals; 629.805
• DOI: 10.1016/j.ifacol.2018.11.542
• Languages: English
• ISSNs: 2405-8963

Abstract

Abstract: In this paper, we propose a novel localization method which utilize a edge-node map and information from only inner sensors. To reduce integration errors, we estimate the passed edge from measured moving distance and direction, and integrate the trajectory of the odometry with the estimated edge. We performed two kinds of experiments. First, we operated the robot in four kinds of environments. Second, the robot travel autonomously using this method. From these experiments, we confirmed that our localization system works properly in various kinds of environments and for autonomous driving.