基于RFID系统的分布式传感器网络多移动代理定位

Byoung-Suk Choi, Joon-Woo Lee, Jujang Lee, Kyoung-Taik Park
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引用次数: 10

摘要

提出了一种用于多移动代理定位的分布式无线传感器网络。在室内空间中,移动代理(如移动机器人、人类和移动物体)的定位对于机器人-机器人交互(RRI)和人机交互(HRI)至关重要。标准的定位系统是基于安装在机器人体内的传感器,不适合多智能体。因此,本研究采用了传感器网络的概念,即无线传感器分布在一定的空间内。在分析相关研究的基础上,提出了包括人类在内的移动智能体定位的两种解决方案:一种新的硬件系统和一种新的软件算法。第一个解决方案侧重于多智能体定位无线传感器网络的体系结构设计。首先采用无源RFID系统,然后根据目标系统的需要调整传感器网络的结构。第二种解决方案是基于传感器网络的定位算法。提出的定位算法提高了多智能体定位系统的精度。该算法利用移动代理的位移条件和RFID标签与RFID阅读器之间的识别变化。通过实际平台的实验,验证了该系统的有效性。
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Distributed Sensor Network Based on RFID System for Localization of Multiple Mobile Agents
This paper presents a distributed wireless sensor network for multiple mobile agents localization. Localization of mobile agents, such as mobile robots, humans, and moving objects, in an indoor space is essential for robot-robot interaction (RRI) and human-robot interaction (HRI). The standard localization system, which is based on sensors installed in the robot body, is not suitable for multiple agents. Therefore, the concept of sensor network, which uses wireless sensors distributed in a specified space, is used in this study. By analyzing related studies, two solutions are proposed for the localization of mobile agents including humans: a new hardware system and a new software algorithm. The first solution focuses on the architectural design of the wireless sensor network for multiple agent localization. A passive RFID system is used, and then the architecture of the sensor network is adapted to suit the target system. The second solution centers on a localization algorithm based on the sensor network. The proposed localization algorithm improves the accuracy in the multiple agent localization system. The algorithm uses the displacement conditions of the mobile agents and the recognition changes between the RFID tags and RFID reader. Through experiments using a real platform, the usefulness of the proposed system is verified.
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