Nonlinear Modeling and Simulation of Radar Clutter

Wang Xu-ming, Cai Jin-yan, Z. Ben
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引用次数: 1

Abstract

Radar tracking and detection are always interfaced by unwanted clutter, so the research on clutter has significant meaning to the improvement of detection and tracking performance. Modeling and simulation is an important approach to study the clutter, and helpful to the development of detection theory and design of optimal detector. This paper introduces the research trend on radar clutter modeling and simulation, mainly discusses the nonlinear modeling and simulating method based on chaos theory and fractal theory, introduces the phase reconstruction of radar clutter, the application of radial basis function neural network and the support vector machine.
雷达杂波非线性建模与仿真
雷达跟踪与探测过程中经常会遇到不必要的杂波,因此对杂波的研究对提高雷达的探测与跟踪性能具有重要意义。建模与仿真是研究杂波的重要手段,有助于发展检测理论和设计最优检测器。介绍了雷达杂波建模与仿真的研究动态,重点讨论了基于混沌理论和分形理论的非线性建模与仿真方法,介绍了雷达杂波的相位重建、径向基函数神经网络和支持向量机的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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