基于NSGA-II的MIMO SAR LFM混合编码波形设计

Feng Liu, Shanxiang Mu, Wanghan Lv, Wenliang Li, Ting Ge, Li Li
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引用次数: 1

摘要

良好的发射信号性能是实现高性能多输入多输出合成孔径雷达(SAR)的前提。为了获得具有更高接收噪声容忍度的线性调频MIMO SAR波形,提出了基于精英策略的改进非支配排序遗传算法II (NSGA-II)。分析了正交线性调频混合编码(LFMHC)信号在MIMO SAR中的应用,将波形设计转化为多目标优化问题。目标函数考虑的是匹配滤波后接收信号的信噪比。设计了正交LFMHC波形集。进行了全面的数值模拟算例。结果表明,该方法具有较强的编码灵活性,具有较低的自相关旁瓣和互相关干扰。它们在分离目标和抑制噪声方面是理想的。该方法验证了算法的有效性,使MIMO SAR能够在实际应用中高效运行。
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LFM hybrid-coding waveform design of MIMO SAR based on NSGA-II
The transmit signal with good performance is the precondition of the excellent multiple-input and multiple-output (MIMO) synthetic aperture radar (SAR). In order to obtain waveforms of MIMO SAR based on linear frequency modulation with higher tolerance of receiver noise, the improved non-dominated sorting genetic algorithm II (NSGA-II) with elite strategy is proposed. Application of orthogonal linear frequency modulation hybrid coding (LFMHC) signal to MIMO SAR is analyzed and waveform design is hence converted into multi-objective optimization problem. Objective function takes into account the signal-to-noise ratio (SNR) of the receiving signal after matched filtering. Orthogonal LFMHC waveform sets are designed. Comprehensive numerical simulation examples are performed. It is shown that the signal waveforms have more flexibility in encoding, with lower autocorrelation side-lobes and cross-correlation interference. They are desirable in separating targets and suppressing noise. The proposed method verifies the algorithm and enables MIMO SAR to operate efficiently in practical applications.
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