GPS信号多径环境下Teager-Kaiser鉴别器的实验评价

Kamran Shamsi, Y. Kai, Aamir Akhtar Siddiqui
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引用次数: 3

摘要

多路径是卫星定位误差的主要来源。尽管已经开发了各种多径减少和延迟估计技术,但短延迟多径仍然是一个问题领域,特别是对于高精度应用,室内使用和密集的城市环境。近距离次级路径的数量不仅在室内和城市地区很高,而且在自然界中也是动态的,因为在接收天线周围存在紧密间隔的固定和移动反射物体,如人、植物、建筑物和车辆。因此,总是需要一种精度高、计算成本低、能够同时处理静态和动态多径环境的延迟估计方法。利用非线性Teager-Kaiser (TK)能量算子的特性,提出了多径环境下估计和跟踪真时延的概念。该算子应用于接收信号与接收端产生的参考扩频码副本之间的互相关函数来估计近间隔延迟。到目前为止,已经开发了各种实现方法,并通过仿真得到了良好的效果。本文通过采集和处理GPS L1数据,并将结果与标准DLL鉴别器进行比较,对TK方法的性能进行了实验分析。结果表明,该方法能够准确识别子芯片的多径延迟,且计算成本较低。
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Experimental evaluation of Teager-Kaiser discriminator under multipath environment for GPS signal
Multipath is the main source of error in satellite positioning. Although various multipath reduction and delay estimation techniques have been developed, short-delay multipath is still a problem area particularly for high precision applications, indoor use and under dense urban environments. The number of close-in secondary paths is not only high in indoor and urban areas but also dynamic in nature because of presence of closely-spaced stationary and moving reflecting objects such as people, plants, buildings and vehicles, around the receiving antenna. Thus a delay estimation approach with good accuracy, less computational cost and capability of handling both static and dynamic multipaths environments is always desired. One such concept has been proposed based on the exploitation of properties of non-linear Teager-Kaiser (TK) energy operator for estimating and tracking the true delay under multipath environment. This operator is applied to the cross-correlation function between the received signal and the reference spreading code replica generated at the receiver to estimate the closely-spaced delays. So far, various implementation approaches have been developed for TK method giving good results based on simulations. In this paper, the performance of TK method is analyzed experimentally by collecting & processing GPS L1 data and comparing the results with the standard DLL discriminator. The results show that TK method is capable of distinguishing sub-chip multipath delays accurately with a lower computational cost.
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