基于均衡覆盖的多节点小雷达组网部署

    Multi-node small radar networking deployment based on balanced coverage

    • 摘要: 小雷达组网部署实现均衡覆盖,在不同高度层上相互弥补盲区,对低空补盲任务至关重要。本文建立了由地形数据到联合检测概率的完整链路,提出均衡性的度量指标,并将均衡覆盖问题转化为不同自相关矩阵迹与非迹加权和下的单目标优化问题,引导进化算法搜索均衡解。仿真实验验证了所提算法显著提高了分层覆盖的均衡性,在相同的实验条件下提高了评价指标的中位数。

       

      Abstract: The deployment of small radar networking achieves balanced coverage, mutually compensating for blind spots at different altitude levels, which is crucial for low-altitude detection tasks. This paper establishes a complete linkage from terrain data to joint detection probability, proposes a metric for balance, and transforms the balanced coverage problem into a single-objective optimization problem under different weighted sums of traces and non-traces of autocorrelation matrices, guiding evolutionary algorithms to search for balanced solutions. Simulation experiments verify that the proposed algorithm significantly improves the balance of layered coverage and increases the median of evaluation metrics under the same experimental conditions.

       

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