用于差分移动机器人定位的嵌入式系统中粒子滤波的实现

Luciano L.S. Fortes, L. Ayres, Eduardo M. Rocha, M. A. Cuadros, Joabe R. da Silva, R. Freitas
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引用次数: 1

摘要

本文提出在嵌入式系统中实现粒子滤波,以估计结构化环境中非完整移动机器人的全局位置。在LabVIEW™软件中开发的算法结合了机器人及其运动的概率模型,并基于超声波传感器的信息来估计机器人的全局姿态。文章最后给出了仿真和实际结果,并给出了结论和建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Implementation of the Particle Filter in an embedded system for the localization of a differential mobile robot
This present work proposes the implementation of the particle filter in an embedded system to estimate the global location of a non-holonomic mobile robot in a structured environment. The algorithm developed in LabVIEW™ software combines probabilistic models of the robot and its movement and is based on the information of an ultrasonic sensor to estimate the global pose of the robot. At the end of the article, simulated and practical results, conclusions and recommendations are presented.
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