基于物理的稀疏度水平测定用于声学分散远场预测
Qin Wang1, Ting Zhang1, Lei Cheng1
1College of Information Science and Electronic Engineering, Zhejiang University, Hangzhou 310027, China.
JASA express letters
|June 1, 2023
概括
本研究确定了使用稀疏重建进行准确远场预测的最小声学测量. 该方法将物理传播与压缩传感相结合,用于高效的声场分析.
科学领域:
- 声学 声学 在声学方面
- 信号处理 信号处理
- 压缩感应 压缩感应
背景情况:
- 用同等源方法进行稀疏的重建显示了声场预测的潜力.
- 准确的声场预测需要对稀疏度水平的了解或估计.
研究的目的:
- 在分散的远场声学预测中导出稀疏度水平的下限.
- 用压缩传感理论来确定准确预测所需的最小数量的测量.
主要方法:
- 从远场转移矩阵的有效等级中导出稀疏度水平的下限.
- 使用正交对应追踪与预设的稀疏度超参数.
- 应用压缩传感理论来确定最小的测量计数.
主要成果:
- 使用模拟和坦克数据证明的有效性.
- 成功地将物理传播原理与压缩传感相结合.
- 建议的方法很容易实现实际应用.
结论:
- 导出的稀疏性下界有效指导稀疏重建用于远场声学预测.
- 这种综合方法为声学测量提供了高效和可实施的解决方案.
- 通过实验和模拟数据验证了该方法的有效性.
相关概念视频
Determination of Expected Frequency
2.2K
Suppose one wants to test independence between the two variables of a contingency table. The values in the table constitute the observed frequencies of the dataset. But how does one determine the expected frequency of the dataset? One of the important assumptions is that the two variables are independent, which means the variables do not influence each other. For independent variables, the statistical probability of any event involving both variables is calculated by multiplying the individual...
2.2K
Echo
545
The human ear cannot distinguish between two sources of sound if they happen to reach within a specific time interval, typically 0.1 seconds apart. More than this, and they are perceived as separate sources.
Imagine the sound is reflected back to the ears. Assuming that the source is very close to the human, the difference between hearing the two sounds—the emitted sound and the reflected sound—may be more than the minimum time for perceiving distinct sounds. If this is the case,...
Imagine the sound is reflected back to the ears. Assuming that the source is very close to the human, the difference between hearing the two sounds—the emitted sound and the reflected sound—may be more than the minimum time for perceiving distinct sounds. If this is the case,...
545
Estimation of the Physical Quantities
4.5K
On many occasions, physicists, other scientists, and engineers need to make estimates of a particular quantity. These are sometimes referred to as guesstimates, order-of-magnitude approximations, back-of-the-envelope calculations, or Fermi calculations. The physicist Enrico Fermi was famous for his ability to estimate various kinds of data with surprising precision. Estimating does not mean guessing a number or a formula at random. Instead, estimation means using prior experience and sound...
4.5K
Linear Approximation in Frequency Domain
119
Linear systems are characterized by two main properties: superposition and homogeneity. Superposition allows the response to multiple inputs to be the sum of the responses to each individual input. Homogeneity ensures that scaling an input by a scalar results in the response being scaled by the same scalar.
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
In contrast, nonlinear systems do not inherently possess these properties. However, for small deviations around an operating point, a nonlinear system can often be approximated as linear....
119
Influence of Earth's Curvature and Atmospheric Refraction on Leveling
158
During leveling, the Earth's curvature and atmospheric refraction introduce deviations in the line of sight from a true horizontal reference. When the line of sight is leveled, it remains perpendicular to the plumb line only at a single point. Beyond this, it deviates due to the Earth’s curvature, represented by the correction C. For a sight distance D, the deviation can be derived using the relationship:This relationship shows that the deviation increases quadratically with distance.
158
¹³C NMR: ¹H–¹³C Decoupling
1.1K
The probability of having two carbon-13 atoms next to each other is negligible because of the low natural abundance of carbon-13. Consequently, peak splitting due to carbon-carbon spin-spin coupling is not observed in spectra. However, protons up to three sigma bonds away split the carbon signal according to the n+1 rule, resulting in complicated spectra.
A broadband decoupling technique is used to simplify these complex, sometimes overlapping, signals. Broadband decoupling relies on a...
A broadband decoupling technique is used to simplify these complex, sometimes overlapping, signals. Broadband decoupling relies on a...
1.1K


