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基于CRITIC赋权法的主动声呐信号优选

Optimal Selection of Active Sonar Signals Based on the CRITIC Weighting Method

  • 摘要: 针对复杂海洋环境下主动声呐信号的择取问题,本文提出了一种基于CRITIC赋权法的选择方法。首先从信号和环境角度出发,分别以距离分辨力、速度分辨力、探测距离和正信号余量占比作为评估标准,深入分析组合信号的频率、脉宽、带宽对主动声呐探测性能的影响;然后采用CRITIC(Criteria Importance Through Inter-Criteria Correlation)客观赋权法构造信号优化代价函数,实现在具体环境下和可用信号集合内选择最佳组合信号;最后通过数值仿真,对比分析了待选主动声呐信号的性能。仿真结果显示,基于 CRITIC 赋权法优选出的主动声呐信号具有更佳的性能表现。

     

    Abstract: To address the selection of active sonar signals in complex marine environments, this paper proposes a signal optimization method based on the CRITIC (Criteria Importance Through Inter-Criteria Correlation) weighting method. First, from both signal and environmental perspectives, evaluation criteria such as range resolution, velocity resolution, detection range, and positive signal surplus ratio are established. This framework enables an in-depth analysis of how combined signal parameters (frequency, pulse width, bandwidth) influence active sonar detection performance. Subsequently, the CRITIC method is employed to objectively assign weights and construct a signal optimization cost function, facilitating the selection of the optimal combined signal within specific environments and available signal sets. Finally, numerical simulations are conducted to comparatively evaluate the performance of candidate active sonar signals. Simulation results demonstrate that signals optimized via the CRITIC weighting method exhibit superior performance compared to other candidates, validating the effectiveness of the proposed approach.

     

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