算法
迭代重建
计算机科学
重建算法
温度测量
正规化(语言学)
发射机
时域
频域
信号重构
信号处理
人工智能
计算机视觉
物理
电信
频道(广播)
雷达
量子力学
作者
Yang Yu,Qingyu Xiong,Zhi‐Sheng Ye,Liu Xingchen,Qiude Li,Kai Wang
出处
期刊:IEEE Transactions on Instrumentation and Measurement
[Institute of Electrical and Electronics Engineers]
日期:2022-01-01
卷期号:71: 1-24
被引量:11
标识
DOI:10.1109/tim.2022.3203097
摘要
Acoustic tomography is a technique widely used in non-intrusive temperature measurement. Times of flight (TOF) of acoustic waves can be used to estimate temperatures of a measurement area. After obtaining TOF of some transmitter-receiver pairs, the temperature profile of the probed area can be estimated by some reconstruction algorithms. Temperature profiles play a critical role in the safe operation and efficient control of thermal-related mechanical systems. This article aims to present a systematic review on the acoustic reconstruction of the temperature profile, including TOF measurements and reconstruction algorithms. First, time-domain, Fourier-domain, and hybrid domain methods for the TOF measurement are revisited and discussed. Second, algorithms for the solution of the reconstruction model are reviewed from three groups of regularization methods. We also discuss how to choose the regularization parameter and to form a good preconditioner for fast calculation. Third, some extensions in TOF measurements and reconstruction methods and potential errors that may affect the acoustic reconstruction are also discussed. Finally, some applications are presented. A framework for the whole reconstruction process can be a useful resource to help researchers select a proper method for specific applications.
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