在水下强干扰环境中,快速准确的宽带稀疏空间频谱估计
1Key Laboratory of Underwater Acoustic Signal Processing (Southeast University), Ministry of Education, Nanjing 210096, China.
The Journal of the Acoustical Society of America
|December 18, 2023
概括
这项研究引入了一种快速矩阵过器,用于宽带到达方向 (DOA) 估计,提高了在杂的水下环境中的准确性. 该方法有效地抑制干扰,增强对弱目标的检测.
科学领域:
- 信号处理 信号处理
- 水下声学 水下声学
- 阵列信号处理 阵列信号处理
背景情况:
- 宽带稀疏空间频谱估计对于高分辨率的到达方向 (DOA) 估计至关重要.
- 具有强烈干扰的水下环境降低了DOA估计的准确性,并掩盖了弱目标.
研究的目的:
- 提出一个快速的矩阵波器设计方法,使用截断的核规范规范化.
- 为了减轻强大的干扰,同时保持DOA估计中的弱目标.
主要方法:
- 解决了一个凸的优化问题,以获得矩阵过演算子和过的协差矩阵.
- 修改后的稀疏频谱配合算法与设计的矩阵波器一起应用.
- 截断的核规范规范化用于干扰减弱.
主要成果:
- 与现有技术相比,拟议的方法实现了更高的DOA估计精度.
- 该方法证明了矩阵波器设计的较低计算时间.
- 实验结果验证了增强的估计准确性.
结论:
- 快速矩阵过器设计有效地提高了在具有挑战性的水下条件下DOA估计的准确性.
- 该方法为宽带稀疏空间频谱估计提供了计算效率高的解决方案.
- 这种方法提高了在强干扰中检测弱目标的性能.
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