基于多源融合的室内定位系统的研究与实现
Research and Implementation of Indoor Location System Based on Multi-Source Fusion
随着室内建筑结构大型化、复杂化发展,基于位置的服务具有广阔的应用前景和巨大的商业价值,基于移动终端的定位技术已成为近年来相关领域的研究热点。依托现有定位技术,构建高精度、低成本和普适性的室内定位系统,对定位技术的推广应用意义重大。因此,本文主要研究现有定位技术,采用具有普适性特点的基于Wi-Fi和地磁的定位技术实现多传感器信息融合的定位服务,设计实现全覆盖的定位系统。实现结果表明,该定位系统定位平均精度为2m,平均定位时延为400ms,确保满足实时定位的要求。
With the large-scale and complicated development of indoor building structure, location-based service has good future and great commercial value, and the positioning technology based on mobile terminals has become a hot research area in recent years. Based on the existing positioning technology, it is of great significance to construct the indoor positioning system with high precision, low cost and universality. Therefore, this paper mainly studies the existing positioning technology, using the general features of the Wi-Fi and geomagnetic positioning technology to achieve multi-sensor information fusion positioning services, design and implementation of a fully covered positioning system. The results show that the positioning system has an average accuracy of 2m, and the average positioning time delay is 400ms, which ensures that the locating needs are met.
韦廷廷、何所惧
通信无线通信电子技术应用
室内定位融合定位粒子滤波地磁Wi-Fi
Indoor positioningFusion positioningParticle filterGeomagneticWi-Fi
韦廷廷,何所惧.基于多源融合的室内定位系统的研究与实现[EB/OL].(2017-11-27)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/201711-187.点此复制
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