一种面向物联网的动态框架开槽ALOHA防碰撞算法

Rafael Perazzo Barbosa Mota, D. Batista
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引用次数: 10

摘要

本文提出了一种适用于物联网环境的无源RFID系统的新型防碰撞算法。该算法基于动态帧开槽ALOHA算法,称为NEDFSA。在该算法中,标签被随机分配到一个帧的时隙中,当两个或多个标签在一个时隙中发生碰撞时,碰撞将由另一个DFSA算法解决,而下一个时隙中的其他标签将等待。该算法使用一种估计机制将初始帧长度调整为接近标签数量的值,基于2的幂。该提议的优点是保留了DFSA的简单性,并且其性能不受标签数量的影响。ns-2中的仿真结果表明,NEDFSA算法的效率比Q算法提高了27%。结果表明,当标签数从100个增加到1800个时,算法的效率图几乎是水平的,这证实了NEDFSA的高可扩展性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A dynamic frame slotted ALOHA anti-collision algorithm for the internet of things
This paper proposes a novel anti-collision algorithm for passive RFID systems to be applied in the Internet of Things environments. The proposed algorithm is based on a Dynamic Frame Slotted ALOHA algorithm and is called NEDFSA. In the algorithm, tags are randomly assigned to time slots of a frame and when two or more tags collide in a slot, the collisions will be resolved by another DFSA algorithm while the other tags in the next slots will wait. The proposed algorithm uses an estimation mechanism to adjust the initial frame length to a value close to the number of tags, based on a power of two. The advantages of the proposal are that it retains the simplicity of DFSA, and its performance is not affected by the number of tags. Simulation results in ns-2 show that the efficiency of NEDFSA is up to 27% better than Q Algorithm. Also, the results show that the graphs plotting the efficiency of the algorithm are nearly horizontal when the number of tags increases from 100 to 1800, which confirms the high scalability of NEDFSA.
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