雷達(dá)信號(hào)處理系統(tǒng)多分辨率建模與仿真研究
[Abstract]:Radar system simulation plays an increasingly important role in radar analysis, design and development. It can provide different resolution models for different simulation requirements, so as to improve the efficiency of simulation. However, the consistency measurement and consistency maintenance of radar models with different resolution are not well studied. Aiming at this problem, this paper analyzes the characteristics of radar signal processing system, establishes its multi-resolution model, quantifies the consistency of different resolution models from two aspects of behavior and structure, and gives the corresponding consistency measurement method. The factors influencing the consistency of the multi-resolution model are analyzed to guide how to improve the consistency of the system and to provide the basis for the consistency maintenance of the system with different resolution. Finally, the system consistency simulation modeling and verification based on Matlab GUI are carried out. The main work of this paper is summarized as follows: firstly, according to the concept of multi-resolution modeling, two kinds of resolution models of radar system are defined, and the consistency analysis object and measurement method are given from the three levels of structure / I / O and analysis. The consistency of the two resolution models is analyzed. The structural consistency of the moving-target display module is 0.9653, because the aggregation process loses a lot of detail information, the consistency degree with the signal simulation I / O is not high (about 0.8). When the output signal-to-noise ratio is low or the Doppler frequency shift of the target is near the pulse repetition rate, the state of analysis consistency is inconsistent, and the degree of analysis consistency is 0. Secondly, the key factors affecting system consistency are analyzed, and a method to improve system consistency is proposed. According to this, the modified functional simulation model is obtained by signal simulation aggregation, and the I / O consistency of each module of the two resolution systems is analyzed in sub-modules. The consistency is above 0.99. By analyzing the consistency degree of the two resolution models from the three levels of structure consistency and analysis consistency, it is found that the consistency between the modified functional simulation and the signal simulation is greatly improved, and the structural consistency is over 0.99. The analysis consistency is very high when the output signal-to-noise ratio is high or low. Thirdly, by analyzing the input information of each module in the process of signal processing, the difference of input information of different resolution system is obtained from the reference of signal simulation model and I / O consistency, so as to maintain the consistency in the process of aggregation and depolymerization of the system. The process of aggregate depolymerization of two resolution models, functional simulation and signal simulation, is presented, and the simulation and consistency maintenance of multi-resolution system interaction is carried out by taking moving target display as an example. Finally, the multi-resolution radar signal processing simulation platform is implemented by using Matlab GUI. The parameters setting, the selection of simulation resolution and the display of simulation results are realized through man-machine interface. The analysis consistency of the system is analyzed by the output of the two resolution systems. The analysis consistency degree is 0.9616 under the multi-group test results.
【學(xué)位授予單位】:電子科技大學(xué)
【學(xué)位級(jí)別】:碩士
【學(xué)位授予年份】:2017
【分類號(hào)】:TN957.51
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