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Proposal of algorithms for navigation and obstacles avoidance of autonomous mobile robot

T. T. Hoang, Duy Hiep, Phuc-Phan Duong, Nguyen Thanh Van, Bach Gia Duong

发表年份
2013
引用次数
12

摘要

This paper presents algorithms to navigate and avoid obstacles for an in-door autonomous mobile robot. A laser range finder is used to obtain 3D images of the environment. A new algorithm, namely 3D-to-2D image pressure and barriers detection (IPaBD), is proposed to create a 2D global map from the 3D images. This map is basic to design the trajectory. A tracking controller is developed to control the robot to follow the trajectory. The obstacle avoidance is addressed with the use of sonar sensors. An improved vector field histogram (Improved-VFH) algorithm is presented with improvements to overcome some limitations of the original VFH. Experiments have been conducted and the result is encouraged.

关键词

Computer visionObstacle avoidanceMobile robotSonarComputer scienceArtificial intelligenceTrajectoryRobotCollision avoidanceTracking (education)

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