基于多普勒测量的调频共频雷达系统接收机位置的Cramer - Rao分析

F. Maasdorp, R. Nadjiasngar, M. Inggs
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引用次数: 9

摘要

本文研究了在单发射机多接收机配置的共雷达(CR)多普勒跟踪系统中接收机的理论布局。基于Fisher信息矩阵(FIM),推导出给定接收机配置的理论可达界,并以此作为选择最佳接收机位置的依据。解释了香农熵和cram - rao分析等理论概念,并将其应用于接收机位置的选择过程中。进一步,我们证明了目标的时间历史信息可以与FIM一起累积使用,这将改善cram r- rao边界。最后,我们利用所开发的理论,通过模拟来评估接收器放置组合,并提供选择接收器的方法,以最大限度地减少多普勒跟踪系统的误差性能。这里使用的演示是典型的CR使用FM广播发射。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A Cramer Rao analysis on receiver placement in a FM band Commensal Radar system based on Doppler only measurements
This paper investigates the theoretical placement of receivers in an Commensal Radar (CR), Doppler only tracking system with a single transmitter multiple receiver configuration. Theory, based on the Fisher Information matrix (FIM), is developed to derive the theoretical achievable bound for a given receiver configuration and used as a basis to select the optimal receiver placement. Theoretical concepts such as Shannon entropy and Cramèr-Rao analysis are explained and used in the selection process of receiver positions. Further, we show that time history information of a target can cumulatively be used together with FIM that will improve the Cramèr-Rao bound. Lastly, we use the theory developed to evaluate receiver placement combinations by means of a simulation and provide insight on the method of selecting receivers that would minimise the error performance of a Doppler only tracking system. The demonstrations used here are typical of a CR using FM Broadcast emissions.
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