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This paper presents a novel and simple adaptive algorithm for estimating the position of a mobile robot with high accuracy in an unknown and unstructured environment by fusing images of an omnidirectional vision system with measurements of odometry and inertial sensors. Based on a new derivation where the omnidirectional projection can be linearly parameterized by the positions of the robot and natural...
Despite of many efforts by researches, real-time localization of mobile robot only using onboard sensor is still an open problem in mobile robotics. To contribute this research area, in this paper, a simple and effective method is proposed based on an adaptive estimator for estimating the position and linear velocity of a mobile robot in an unknown and unstructured environment using measurements of...
This paper presents a novel and effective method for estimating the position and linear velocity of a mobile robot in real-time in unknown environments by fusing visual information from an omnidirectional vision system with the measurements of an inertial sensor system. Based on a new projection model of the omnidirectional vision system, we propose a novel adaptive algorithm, similar to the Slotine-Li...
This paper presents a novel and effective method for localizing the position of a mobile robot in real-time in unknown environments by fusing an omnidirectional vision system and odometry/orientation sensor. Based on a new derivation where the omnidirectional projection can be linearly parameterized by the position of the robot and the unknown structures of natural features in the environment, we...
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