三维空间RFID读写器部署建模

Shijie Zhou, Yun Liu, Jin Xu
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引用次数: 0

摘要

本文提出了一种新的RFID三维空间部署算法。我们首先引入了一个基于立方体的模型来描述阅读空间和覆盖空间,该模型可以用三维矩阵表示。然后,提出了一种改进的粒子群优化算法来实现基于立方体的模型在RFID读写器密集部署中的应用。本文提出的部署算法简单、简洁,采用两个矩阵相加的方法。仿真结果表明,基于立方体模型的改进粒子群优化算法是解决三维空间RFID覆盖问题的一种实用方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Modeling RFID readers deployment in three-dimensional space
This paper presents a new algorithm for RFID deployment in 3D space. We first introduce a cubebased model to describe both the reading space and the coverage space, which can be represented by a 3D matrix. Then, an improved particle swarm optimization algorithm is proposed to implement our cube-based model in the intensive RFID reader deployment. The proposed deployment algorithm is simple and neat, by addition of two matrices. Our solid simulation results show that our cube-based model with improved particle swarm optimization algorithm is a practical scheme for the RFID coverage problem in 3D space.
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