Weak GPS signal acquisition using antenna diversity

Mohammad Mozaffari, A. Broumandan, Kyle O’Keefe, G. Lachapelle
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引用次数: 4

Abstract

Signal acquisition is the first operation stage of a GPS receiver that detects the presence of GPS signals and provides a coarse estimate of the code delay and Doppler frequency. GPS signal acquisition becomes a challenging problem when the signal is subject to attenuation and multipath fading. In practice, standard methods such as extending the integration time without any aiding information to increase processing gain are not always sufficient to acquire weak signals. This difficulty can be characterized by the probability of detection, false alarm and mean acquisition time. This paper exploits spatial antenna diversity to mitigate the multipath fading effect in the acquisition process. Equal gain combining of two independent antennas is considered in a standalone processing strategy. The performance is evaluated in terms of Receiver Operating Characteristic (ROC). The theoretical analysis is compared with Monte Carlo simulations and real GPS data results. Experimental results demonstrate the improvement of detection probability and enhanced immunity against false alarms in dense multipath environments.
利用天线分集采集微弱GPS信号
信号采集是GPS接收器的第一操作阶段,其检测GPS信号的存在并提供编码延迟和多普勒频率的粗略估计。当GPS信号受到衰减和多径衰落的影响时,GPS信号的采集成为一个具有挑战性的问题。在实际应用中,标准的方法,如延长积分时间而不增加任何辅助信息来增加处理增益,并不总是足以获得弱信号。这种困难可以通过检测概率、虚警和平均采集时间来表征。本文利用空间天线分集来缓解采集过程中的多径衰落效应。在独立处理策略中,考虑了两个独立天线的等增益组合。性能是根据接受者工作特征(ROC)来评估的。将理论分析与蒙特卡罗模拟和实际GPS数据结果进行了比较。实验结果表明,在密集多径环境下,该方法提高了检测概率,增强了对虚警的免疫力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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