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DTMB and FM Signals Indoor Fingerprint Positioning System Based on Compressive Sensing

机译:基于压缩感知的DTMB和FM信号室内指纹定位系统

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Location-based services have become an indispensable part of people's daily lives. GNSS can provide favorable outdoor location services, but it cannot meet the needs of indoor positioning. This paper proposes an indoor localization fingerprint system using DTMB and FM signals, which consists of offline and online stages. In the offline stage, the Received Signal Strength of the Reference Points is measured in the experimental area, and the data acquisition amount is reduced by Compressive Sensing theory. In the online stage, the coordinates of Test Points are reconstructed by using Compressive Sensing algorithm. The experiments show that the average positioning accuracy of the DTMB and FM signal indoor positioning system based on Compressive Sensing is about 2.14 m. The proposed system has larger coverage and lower cost, which can meet the actual indoor positioning requirements.
机译:基于位置的服务已成为人们日常生活中不可或缺的一部分。 GNSS可以提供​​有利的户外定位服务,但不能满足室内定位的需求。本文提出了一种使用DTMB和FM信号的室内定位指纹系统,该系统由离线阶段和在线阶段组成。在离线阶段,在实验区域中测量参考点的接收信号强度,并通过压缩感测理论减少数据采集量。在在线阶段,使用压缩感测算法重建测试点的坐标。实验表明,基于压缩感知的DTMB和FM信号室内定位系统的平均定位精度约为2.14 m。所提出的系统具有较大的覆盖范围和较低的成本,可以满足实际的室内定位要求。

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