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仅使用到达时差测量进行发射器定位。

Emitter Location Using Frequency Difference of Arrival Measurements Only.

机构信息

Electrical Smart City Systems, Friedrich-Alexander-Universität Erlangen-Nürnberg, 91058 Erlangen, Germany.

出版信息

Sensors (Basel). 2022 Dec 9;22(24):9642. doi: 10.3390/s22249642.

Abstract

It is desirable to enable emitter location using frequency difference of arrival (FDoA) measurements only, since many signals are characterized by coarse range resolution and fine Doppler resolution. For instance, while using the cross-ambiguity function (CAF) to measure the time difference of arrival (TDoA) and the FDoA of a narrowband signal, it is difficult to obtain accurate TDoA measurements because the Doppler resolution is higher than the range resolution. Grid-based and sample-based algorithms are developed to solve the two-dimensional (2D) emitter location problem, where the solution space is approximated, respectively, by generating deterministic and random emitter location candidates. Simulation results corroborate the viability of both non-iterative algorithms to estimate the emitter location using a single-time snapshot of FDoA measurements only, without any prior location information or any knowledge about the distribution of measurement errors. The achieved accuracies are sufficient for early warning purposes, preparing defenses, and cueing more accurate location sensors by directing additional surveillance resources.

摘要

期望仅使用频率差到达(FDoA)测量来实现发射器定位,因为许多信号的距离分辨率粗,多普勒分辨率细。例如,在使用互模糊函数(CAF)测量到达时间差(TDoA)和窄带信号的 FDoA 时,由于多普勒分辨率高于距离分辨率,因此很难获得准确的 TDoA 测量值。网格和基于样本的算法分别被开发来解决二维(2D)发射器定位问题,其中解决方案空间分别通过生成确定性和随机的发射器位置候选来近似。仿真结果证实了这两种非迭代算法的可行性,仅使用 FDoA 测量的单个时间快照即可估计发射器位置,无需任何先验位置信息或关于测量误差分布的任何知识。所达到的精度足以满足预警目的,为防御做准备,并通过引导更多的监视资源来提示更准确的定位传感器。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9740/9785639/126bb1d8ca0b/sensors-22-09642-g001.jpg

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