一个水下速度独立的DOA估计基于改进的Toeplitz矩阵重建
Xuejin Zhao1, Zihan Lei2, Yu Wang2
1School of Economics, Guangdong University of Technology, Guangzhou 510006, China.
Sensors (Basel, Switzerland)
|April 12, 2025
概括
这项研究引入了一种改进的Toeplitz矩阵重建,用于通向到达方向 (DOA) 估计. 这种新的方法增强了阵列自由度,并提高了声学传感中的估计准确性.
科学领域:
- 信号处理 信号处理
- 声学 声学 在声学方面
- 阵列信号处理 阵列信号处理
背景情况:
- 传统的到达方向 (DOA) 估计模型在测量范围和自由度方面存在局限性.
- 现有的方法在速度独立性和稀疏数组配置方面扎.
研究的目的:
- 提出一个通向的DOA估计模型,克服传统方法的局限性.
- 为了提高DOA估计的自由度和准确度,使用稀疏数组.
主要方法:
- 使用改进的Toeplitz矩阵重建用于稀疏数组.
- 使用具有更大的光圈的扩展式coprime数组.
- 引入低级矩阵重建来填补矩阵空白并消除声速依赖.
主要成果:
- 拟议的方法提高了DOA估计的自由度.
- 几何关系消除了声速因子.
- 模拟实验证实了估计准确度的提高.
结论:
- 开发的通向DOA估计模型有效提高了准确性.
- 该方法为DOA估计提供了一个强大的解决方案,具有增强的阵列功能.
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