基于模型的无线电参数估计

A. A. Moiseev
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引用次数: 0

摘要

提出采用基于模型的方法对无源定位设施观测到的辐射参数进行评估。该方法基于模型参数调整和相应参数值的解释作为实验参数评价。在这种情况下,评价的充分性准则是参数的实验范围和模型范围重叠的最大概率。初步的对象选择可以基于接收信号的频率或/端方向特征。一种可能的选择标准是基于频率和时间范围的判别条件。适当的分析是在极值分析的基础上进行的,极值分析能够选择与观察对象相对应的范围。将选择的范围转换为时间函数,通过基于模型的方法进行分析。在此基础上,假设观测信号为线性调频,进行频率分析。而振幅分析则是基于无源定位模型。通过蒙特卡罗方法或直接处理等距网格节点来选择参数。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Model-based estimation of radio parameters
It’s proposed to use model-based approach for evaluation of radiation parameters observed by passive location facilities. This method is based on model parameters adjustment and interpretation of correspondent parameters values as experimental parameters evaluations. Evaluation adequacy criterion in this case is maximal probability of overlapping of experimental and model ranges of parameters. Preliminary objects selection can be based on frequency or/end directional characteristics of received signals. A possible selection criterion is based on discrimination conditions of frequency and time ranges. The appropriate analysis is performed on the basis of the extremal analysis enabling to select ranges corresponding to observed objects. Selected ranges are transformed into time functions to be analyzed by model-based method. Therewith the frequency analysis is performed on the assumption of linear frequency modulation of the signal observed. In its turn, the amplitude analysis is based on the passive location model. Parameters are selected either by Monte-Carlo method or by direct processing of equidistant grid nodes.
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