Optimal radio emitter location based on the Doppler effect

A. Amar, A. Weiss
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引用次数: 4

Abstract

Differential Doppler is a common technique for emitter localization in which the signal of a stationary emitter is intercepted by at least two moving receivers. The frequency difference between the receivers is measured at several locations along their trajectories and the emitterpsilas position is then estimated based on these measurements. This two-step approach is suboptimal since each measurement is performed independently, although all measurements correspond to the same position. Instead, a single step maximum likelihood approach is proposed here for known and unknown waveforms. The position is determined directly from all the observations by a search in the position space. Simulations show that the proposed method outperforms the differential Doppler method for weak signals while both methods converge to the Cramer Rao bound for strong signals. Also, in some cases of interest the proposed method inherently selects reliable observations while ignoring unreliable data.
基于多普勒效应的无线电发射机最优定位
差分多普勒是一种用于发射器定位的常用技术,其中静止发射器的信号被至少两个移动接收器拦截。在沿其轨迹的几个位置测量接收器之间的频率差,然后根据这些测量结果估计发射器的位置。这种两步方法是次优的,因为每次测量都是独立执行的,尽管所有的测量都对应于相同的位置。相反,这里提出了一种单步最大似然方法来处理已知和未知的波形。通过在位置空间中搜索,直接从所有观测结果中确定位置。仿真结果表明,对于微弱信号,该方法优于差分多普勒方法,而对于强信号,两种方法均收敛于Cramer - Rao边界。此外,在某些感兴趣的情况下,所提出的方法固有地选择可靠的观测值,而忽略不可靠的数据。
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