The Proceedings of JSME annual Conference on Robotics and Mechatronics (Robomec)
Online ISSN : 2424-3124
2019
Session ID : 1A1-L06
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Particle Filter on Episode using acceleration information
*Daisuke SATOAtsushi SAITORyuichi UEDA
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Abstract

We use an acceleration sensor with Particle Filter on Episode (PFoE), which is a teach-and-replay method for mobile robots. The PFoE which uses an acceleration sensor is more robust to the noise of motion and sensor information than the PFoE only using distance sensors. With an acceleration sensor, PFoE extends its ability to follow the behavior on the replay phase. Unlike the distance sensors, the acceleration sensor information is available while the robot is acting and it does not become saturated easily. The robot’s behaviors with/without acceleration sensor are compared by a task with an actual robot.

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© 2019 The Japan Society of Mechanical Engineers
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