论文标题

使用三种元启发式全局优化技术的连续均匀子阵列阵列的仅相位横梁拓宽

Phase-Only Beam Broadening of Contiguous Uniform Subarrayed Arrays Utilizing Three Metaheuristic Global Optimization Techniques

论文作者

Daniel, Barry, Edwards, Carl, Anderson, Adam

论文摘要

雷达梁宽阔可连续覆盖更大的角度范围。尽管已经发表了许多方法,这些方法是针对传统(非章程)阵列的横梁扩展的,但在已发表的文献中,知识差距在有效且有效的横梁扩展的连续均匀统一亚阵列阵列方面存在。本文提出了有效的有效方法,用于横向扩展连续均匀的亚阵列阵列,其中将阵列的元素分组在一起以具有相同的元素激发。特别是,本文着重于仅相位优化,以保持最大功率输出。可能相设置的解决方案空间的高维度导致蛮力技术无法详尽评估整个空间。本文介绍了三种元启发式全局优化技术,它们有效地有效地搜索了满足所需扩展模式的大型解决方案空间中的最佳相值。本文介绍的技术是模拟退火,具有精英主义的遗传算法以及粒子群优化的。这些技术在理想化的40x40和80x80元素矩形阵列上进行了评估。这项研究的结果表明,正如本文所配置的,模拟的退火和粒子群技术超出了40x40和80x80矩形阵列的遗传算法技术,这些技术分组为连续均匀的5x5元素subarrays。

Radar beam broadening provides continuous coverage of a wider angular extent. While many methods have been published that address beam broadening of traditional (nonsubarrayed) arrays, there is a knowledge gap in the published literature with respect to efficient and effective beam broadening of contiguous uniform subarrayed arrays. This paper presents efficient and effective methods for beam broadening of contiguous uniform subarrayed arrays where elements of the array are grouped together to have the same element excitations. Particularly, this paper focuses on phase-only optimization to preserve maximum power output. The high dimensionality of the solution space of possible phase settings causes brute force techniques to be infeasible for exhaustively evaluating the entire space. This paper presents three metaheuristic global optimization techniques that efficiently and effectively search for optimal phase values in this large solution space that satisfy the desired broadened pattern. The techniques presented in this paper are simulated annealing, genetic algorithm with elitism, and particle swarm optimization. These techniques are evaluated on idealized 40x40 and 80x80 element rectangular arrays with 5x5 element subarrays. The results of this study show that as configured in this paper the simulated annealing and particle swarm techniques outshine the genetic algorithm technique for 40x40 and 80x80 rectangular arrays grouped into contiguous uniform 5x5 element subarrays.

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