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Orthogonal Waveform Design Based on the Modified Chaos Genetic Algorithm for MIMO Radar

机译:基于MIMO雷达改进混沌遗传算法的正交波形设计

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In view of the traditional genetic algorithm easily fall into local optimum in the late iterations, this paper puts forward an improved chaos genetic algorithm coded orthogonal signal design method which combines the chaos theory and genetic algorithm for MIMO radar. In order to prevent and overcome the 'premature' phenomenon in the process of optimization, the traversal features of the chaos optimization is introduced to the genetic algorithm, which reduces the autocorrelation peak side lobe and cross-correlation peak. Simulation results show that the proposed algorithm is feasible and effective.
机译:鉴于传统的遗传算法在晚期迭代中容易落入局部最佳状态,本文提出了一种改进的混沌遗传算法编码正交信号设计方法,其结合了混沌理论和遗传算法的MIMO雷达。为了防止和克服优化过程中的“过早”现象,将混沌优化的遍历特征引入遗传算法,其减少了自相关峰侧叶和互相关峰值。仿真结果表明,该算法是可行且有效的。

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