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The appliance of genetic algorithm in adaptive moving target indicator filter design

机译:遗传算法在自适应运动目标指标滤波器设计中的应用

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The traditional non-recursive MTI filter has wide application in radar systems because of its simple structure and low amount of calculation. However, it obviously has some disadvantages, such as the narrow distance in Doppler frequency domain between slow speed targets and ground clutter. Without attenuating target signals, it's hard to effectively suppress clutter. The problem can be solved by adopting the recursive MTI filter. Applying genetic algorithm and the optimized fitness function, the proposed adaptive recursive MTI filter can significantly improve some parameters like improvement factor, passband bandwidth, and passband ripple.
机译:传统的非递归MTI滤波器由于其结构简单,计算量少而在雷达系统中得到了广泛的应用。但是,它显然具有一些缺点,例如,慢速目标与地面杂波之间的多普勒频域距离较窄。如果不衰减目标信号,则很难有效地抑制杂波。通过采用递归MTI滤波器可以解决该问题。提出的自适应递归MTI滤波器采用遗传算法和优化的适应度函数,可以显着改善一些参数,如改善因子,通带带宽和通带纹波。

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