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Non-myopic optimization-based algorithm for scheduling in ESA radars

机译:基于非近视优化的ESA雷达调度算法

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This paper proposes a novel non-myopic technique for multitarget track scheduling in electronically scanned array radars. The real-time scheduling problem is addressed based on two-level decomposition. For each track task, the minimum expected load state is defined by its target maneuver model. The optimal set of targets which should be updated at the upcoming scheduling interval is calculated by solving a stochastic optimization problem, i.e., based on the minimum expected load states and the system workload. A numerical example is presented with different target densities and maneuvers scenarios. The simulation results show that the proposed approach can significantly decrease track drop rate and increase track accuracy in comparison with the myopic approach.
机译:本文提出了一种新颖的非近视技术,用于电子扫描阵列雷达的多目标航迹调度。基于两级分解来解决实时调度问题。对于每个跟踪任务,最小预期负载状态由其目标机动模型定义。通过解决随机优化问题,即基于最小预期负载状态和系统工作量,计算应在即将到来的调度间隔更新的最佳目标集。给出了具有不同目标密度和机动方案的数值示例。仿真结果表明,与近视方法相比,该方法可以显着降低轨道下降率,提高轨道精度。

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