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Research of Indoor Localization Technology of Robot Based on Cosines Law

机译:基于余弦定律的机器人室内定位技术研究

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摘要

A new method of indoor robot localization is proposed in this paper. Landmarks can be placed anywhere in a 3D-dimension space. Each landmark transfers its position with coded messages. The robot can acquire the landmarks’ position by decoding the messages without map-preparing. Based on the law of cosines, this method is used to calculate the position with the angles of detecting several landmarks. It has the advantages of no error-cumulation. The localization method can implement properly with any type of robot platform, and landmark distance-detection and map-preparation are not required. Which decreases the error-generate probability. It also has the advantages of low-cost, landmark easy-setting and high localization accuracy. The accuracy and computation complexity can be dynamically selected while the non-linear error is fixed. The availability and accuracy of this method is proved with indoor experiments.
机译:提出了一种室内机器人定位的新方法。地标可以放置在3D维度空间中的任何位置。每个地标都通过编码消息来转移其位置。机器人无需解码就可以通过解码消息来获取地标的位置。基于余弦定律,该方法用于以检测多个界标的角度来计算位置。它具有没有错误累积的优点。该定位方法可以在任何类型的机器人平台上正确实现,并且不需要地标距离检测和地图准备。这降低了产生错误的可能性。它还具有低成本,具有里程碑意义的易设置性和较高的定位精度的优点。非线性误差固定时,可以动态选择精度和计算复杂度。通过室内实验证明了该方法的有效性和准确性。

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