Comparison of Algebraic Reconstruction Technique and Simultaneous Iterative Reconstruction Technique in Electrical Capacitance Tomography Image Reconstruction

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Comparison of Algebraic Reconstruction Technique and Simultaneous Iterative Reconstruction Technique in Electrical Capacitance Tomography Image Reconstruction

更新时间：2025-07-09

- Comparison of Algebraic Reconstruction Technique and Simultaneous Iterative Reconstruction Technique in Electrical Capacitance Tomography Image Reconstruction
- Vol. 45, Issue 4, Pages: 25-29(2011)
- 作者机构：
  
  西安交通大学电气绝缘与电力设备国家重点实验室,西安,710049
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP183
- Online First：10 April 2011，
  
  Published：2011
- 稿件说明：
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Comparison of Algebraic Reconstruction Technique and Simultaneous Iterative Reconstruction Technique in Electrical Capacitance Tomography Image Reconstruction[J]. 2011, 45(4): 25-29.
DOI：

Comparison of Algebraic Reconstruction Technique and Simultaneous Iterative Reconstruction Technique in Electrical Capacitance Tomography Image Reconstruction[J]. 2011, 45(4): 25-29. DOI：

摘要

针对电容层析成像技术(ECT)中的逆问题——图像重建算法的非线性和病态性问题

以12电极电容层析成像系统为对象

研究了代数重建算法(ART)与同步迭代重建算法(SIRT).分别对仿真电容值和实测电容值进行图像重建的实验验证

从成像效果、相对误差及重建时间3个方面对这两种算法进行了评估与分析.结果表明

ART算法和SIRT算法均能有效地实现ECT图像重建

其中SIRT算法能够在100次迭代内达到高精度

在收敛速度和成像效果上更具有优势.

Abstract

To solve the nonlinear and ill-posed inverse problems in electrical capacitance tomography(ECT)

algebraic reconstruction technique(ART)and simultaneous iterative reconstruction technique(SIRT)were put forward to meet the requirement of image reconstruction. 12-electrode ECT system was set up to acquire real measurement capacitances under annular flow and stratified flow. The imaging results of the two algorithms in simulated capacitances and measured capacitances were evaluated and analyzed respectively for the imaging quality

relative error and reconstruction time. The experiments indicated that ART and SIRT for the presented ECT system perform effectively. Compared with ART

the convergence rate and the quality of SIRT are more advantageous with higher accuracy within 100 iterations.

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references

胡红利,陈夏,白涛. 基于径向基网络和小波变换的ECT图像重构算法[J]. 西安交通大学学报, 2010, 44(2): 1-5.

HU Hongli, CHEN Xia, BAI Tao. ECT image reconstruction algorithm by RBF network and wavelet transform [J]. Journal of Xi'an Jiaotong University, 2010,44(2): 1-5.

LI Y, YANG W Q. Image reconstruction by nonlinear Landweber iteration for complicated distributions[J]. Measurement Science Technology, 2008, 19(9):094014-094021.

胡小舟,孔斌,成二康,等. 一种基于POCS约束的图像代数重建算法[J]. 模式识别与人工智能, 2009, 22(5):763-768.

HU Xiaozhou, KONG Bin, CHENG Erkang,et al. An image algebraic reconstruction technique based on POCS restriction [J]. Pattern Recognition and Artificial Intelligence, 2009, 22(5):763-768.

张顺利,张定华,黄魁东,等.锥束ART算法快速图像重建[J]. 仪器仪表学报, 2009,30(4):887-892.

ZHANG Shunli, ZHANG Dinghua,HUANG Kuidong,et al. Fast image reconstruction with cone-beam ART algorithm [J]. Chinese Journal of Science Instrument, 2009,30(4):887-892.

HU H L, XU T M. A novel capacitive system for the concentration measurement of pneumatically conveyed pulverized fuel at power stations[J]. Flow Measurement and Instrumentation, 2006, 17: 87-92.

WARSITO W, FAN L S. Measurement of real-time flow structures in gas-liquid and gas-liquid-solid flow systems using electrical capacitance tomography[J]. Chemical Engineering Science, 2001,56:6455-6462.

颜华, 王师.电容层析成像系统中微小电容测量法[J].仪表技术与传感器, 1998,4(2):15-19.

YAN Hua. WANG Shi. The measurement of low value capacitance in electrical capacitance tomography system [J]. Instrument Technique and Sensor, 1998,4(2):15-19.

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