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Polyphase orthogonal sequences design for opportunistic array radar via HGA

机译:基于HGA的机会阵列雷达多相正交序列设计

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摘要

Opportunistic array radar (OAR) is a new generation radar system based on the stealth of the platform, which can improve the modern radar performance effectively. Designing the orthogonal code sets with low autocorrelation and cross-correlation is a key issue for OAR. This paper proposes a novel hybrid genetic algorithm (HGA) and designs the polyphase orthogonal code sets with low autocorrelation and cross-correlation properties, which can be used in the OAR system. The novel algorithm combines with simulated annealing (SA) and genetic algorithm (GA), adds in keeping best individuals and competition in small scope, and introduces grey correlation evaluation to evaluate fitness function. These avoid the premature convergence problem existed in GA and enhance the global searching capability. At last, the genetic results are optimized to obtain the best solution by using greedy algorithm. The simulation results show that the proposed algorithm is effective for the design of orthogonal phase signals used in OAR systems.
机译:机会阵列雷达(OAR)是基于平台隐身性的新一代雷达系统,可以有效地提高现代雷达的性能。设计具有低自相关和互相关的正交码集是OAR的关键问题。本文提出了一种新颖的混合遗传算法(HGA),设计了具有低自相关和互相关特性的多相正交码集,可用于OAR系统。该算法结合了模拟退火算法(SA)和遗传算法(GA),在较小的范围内增加了保持最佳个体和竞争的能力,并引入了灰色关联度评估来评估适应度函数。这些避免了遗传算法中存在的过早收敛问题,并增强了全局搜索能力。最后,利用贪婪算法对遗传结果进行优化,以获得最佳解。仿真结果表明,该算法对OAR系统中正交相位信号的设计是有效的。

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