利用RFID读写器发射功率控制改进RFID标签地板定位的位置估计

Youngsu Park, Jewon Lee, Sang Woo Kim
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引用次数: 35

摘要

室内移动机器人的定位是服务机器人领域的主要问题之一。各种传感器系统,如里程计,INS,超声波,激光测距仪(LRF),射频测距系统,如超宽带和啁啾扩频(CSS),以及视觉已被应用于解决定位问题。由于低成本和可扩展性,RFID系统可以成为一种解决方案。一种用于在地板上的分布式标签中对移动机器人进行定位的RFID系统称为RFID标签地板定位系统。RFID标签地板定位系统一般采用固定标签识别范围或概率模型。本文引入RFID读写器发射功率控制来改变标签的识别范围,从而获得更多的标签距离信息。在仿真中,利用RFID功率控制提高了位置估计的性能。实验结果也有所改善。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Improving position estimation on RFID tag floor localization using RFID reader transmission power control
Localization of indoor mobile robot is one of main issues on service robot area. Various sensor systems like odometry, INS, ultra sonic, laser lange finder (LRF), RF range systems such as UWB and chirp spread-spectrum (CSS), and vision have been applied to solve localization problem. RFID system can be a solution due to the low cost and scalability. A RFID system used to localize mobile robot in distributed tags on the floor is called RFID Tag floor localization system. RFID tag floor localization system generally uses fixed tag recognition range or probability model. In this paper, RFID reader transmission power control is introduced to change the tag recognition range to get more information about distances of tags. Using RFID power control, the performance of a position estimation was improved in simulation. The experimental results also showed improvement.
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