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首页> 外文期刊>Wireless personal communications: An Internaional Journal >Constrained Waveform Designing for MIMO RADAR Using Jaya Optimization
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Constrained Waveform Designing for MIMO RADAR Using Jaya Optimization

机译:使用Jaya优化的MIMO雷达的受限波形设计

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摘要

Multiple Input Multiple Output RADAR system is proficient in forming desired beampattern by designing transmit waveforms. In this paper, Poly Phase coded waveforms are optimized both in space and time domain. Two separate cost functions are introduced for achieving (i) radiation null in the direction of jammer, undesired target etc. (ii) improved range resolution while considering orthogonality of the signal. The phase codes of the transmit waveforms are designed using 'Jaya' optimization algorithm. The proposed approach applied after optimization process satisfies the design constraint of creating discrete valued phases. The least radiation null notch of -124.4 dB can be attained with the designed waveforms. Further, improvement in the matched filter response can be accomplished. Multi-objective decision making problem shows trade-off between different performance parameters. The approach is validated with mathematical modelling and numerical simulations.
机译:通过设计发射波形,多输入多输出雷达系统熟练地形成所需的波束模式。 在本文中,聚相编码波形在空间和时域中进行了优化。 引入两种单独的成本函数,用于在表现出在干扰器,不期望的目标等方向上实现(i)辐射空函数。(ii)在考虑信号的正交性的同时提高范围分辨率。 使用“Jaya”优化算法设计了发射波形的相位码。 在优化过程后应用的提出方法满足了创建离散值阶段的设计约束。 可以使用设计的波形实现-124.4dB的最小辐射空缺口。 此外,可以实现匹配的滤波器响应的改进。 多目标决策问题显示不同性能参数之间的权衡。 该方法通过数学建模和数值模拟验证。

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