基于波形设计的MIMO雷达系统距离- isl最小化和频谱整形

E. Raei, M. Alaee-Kerahroodi, B. Shankar, B. Ottersten
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引用次数: 0

摘要

在本文中,我们研究了多输入多输出(MIMO)雷达系统的波形设计问题。在连续相位约束下,我们的目标是在兼容的频谱响应下最小化距离集成旁瓣电平(ISL)。为此,我们首先在时域上定义range-ISL函数,然后在频域上用Parseval关系表示它。然后,我们在频域对距离- isl合并权重以应用频谱兼容性。因此,我们有一个多变量,非凸,NP-hard优化问题。提出了一种基于坐标下降(CD)法的迭代算法,以求得局部最优解。我们展示了所提出的方法的性能,并在数值结果中与同类方法进行了比较。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Range-ISL Minimization and Spectral Shaping in MIMO Radar Systems via Waveform Design
In this paper, we look at a waveform design problem for colocated Multiple-Input Multiple-Output (MIMO) radar systems. Under continuous phase constraint, we aim to minimize the range-Integrated Sidelobe Level (ISL) with a compatible spectral response. In this regard, we define the range-ISL function in the time domain first, and then express it in the frequency domain using the Parseval relation. Following that, we incorporate weights on the range-ISL in the frequency domain to apply spectral compatibility. As a result, we have a multi-variable, non-convex, NP-hard optimization problem. We proposed an iterative algorithm based on the Coordinate Descent (CD) method to obtain a local optimum solution. We show the performance of the proposed method and compare it to the counterparts in the numerical results.
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