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Low-Power Indoor Positioning Algorithm Based on iBeacon Network

机译:基于IBEACON网络的低功率室内定位算法

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In this article, we use a low-power iBeacon network to conduct an in-depth analysis and research on the principle of indoor positioning and adopt an efficient and fast positioning algorithm. Secondly, based on the obtained analysis, an iBeacon-based indoor positioning system is proposed to analyze how to use iBeacon for accurate positioning and whether it can effectively compensate for the current mainstream positioning system. We analyze the requirements of the iBeacon-based indoor positioning system and propose the design of this positioning system. We analyze the platform and environment for software development, design the general framework of the positioning system, and analyze the logical structure of the whole system, the structure of data flow, and the communication protocols between each module of the positioning system. Then, we analyze the functions of the server module and the client module of the system, implement the functions of each module separately, and debug the functions of each module separately after each module is implemented. The feasibility of the algorithm and the performance improvement are confirmed by the experimental data. Our results show that the communication distance is improved by approximately 20.25% and the accuracy is improved by 5.62% compared to other existing results.
机译:在本文中,我们使用低功率IBEACON网络对室内定位原理进行深入的分析和研究,采用高效且快速定位算法。其次,基于所获得的分析,提出了一种基于IBEACON的室内定位系统,分析了如何使用IBEACON进行精确定位,以及是否可以有效地补偿电流主流定位系统。我们分析了基于IBEACON的室内定位系统的要求,并提出了该定位系统的设计。我们分析了软件开发的平台和环境,设计了定位系统的一般框架,分析了整个系统的逻辑结构,数据流的结构,以及定位系统的每个模块之间的通信协议。然后,我们分析系统的服务器模块和客户端模块的功能,分别实现每个模块的功能,并在实现每个模块之后单独调试每个模块的功能。实验数据确认了算法的可行性和性能改进。我们的研究结果表明,与其他现有结果相比,通信距离提高了约20.25%,准确性提高了5.62%。

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