大频雷达的高度测量方法基于对应矩阵的空间平滑
Xianchao Wang1, Yanping Wei2, Shaoyi Li3
1School of Information and Artificial Intelligence, Nanchang Institute of Science and Technology, Nanchang, 330108, China. xc_wang@aliyun.com.
这项研究引入了一种用于非常高频 (VHF) 阶段阵列雷达的新高度测量方法. 它通过使用自相关性和交叉相关性矩阵来改善连贯源的超分辨率空间频谱估计.
科学领域:
- 雷达系统工程 雷达系统工程
- 信号处理 信号处理
- 阵列信号处理 阵列信号处理
背景情况:
- 非常高频 (VHF) 阶段阵列雷达的高度测量面临超高分辨率空间频谱估计的挑战,特别是对于连贯源.
- 现有的空间平滑算法不关联源,但降低了有效的阵列光圈,并降低了与紧密相距的连贯源的性能.
研究的目的:
- 为VHF雷达提出一个改进的高度测量方法,以提高对连贯源的超分辨率空间频谱估计.
- 通过使用自相关和交叉相关信息来解决传统空间平滑的局限性.
主要方法:
- 介绍了一种用于VHF雷达的新型高度测量技术,该技术采用自相关性和交叉相关性矩阵的空间平滑.
- 这种方法处理回声和多路径信号以实现相关性和超分辨率.
- 它避免了对权重矩阵的需求,最大限度地利用数据.
主要成果:
- 拟议的方法有效地增强空间平滑矩阵内的信号组件.
- 它显著降低了噪声的影响,从而提高了连贯源的分辨率.
- 模拟结果验证了权重空间平滑方法的正确性和有效性.
结论:
- 开发的VHF雷达高度测量方法为连贯源的超分辨率空间频谱估计提供了卓越的性能.
- 它克服了与传统的空间平滑技术相关的光圈损失和性能降低问题.
- 该方法提供了一个强大的和有效的解决方案,用于在具有挑战性的雷达环境中准确地确定高度.
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