菜单
  
    摘要电阻抗断层成像技术(Electrical Impedance Tomography,简称EIT)是一种安全、无放射损伤的功能成像技术。它通过给测量对象施加微弱、安全的电流或电压激励,然后测量对象表面的响应电压或电流来重建其内部的电导率分布或其变化的图像。EIT具有非侵入性、便携性、成本低廉、响应快速等技术优势,因此在工业以及医学领域均具有广阔的应用前景。
    本论文在研究EIT系统构成以及成像算法原理的基础上,对目前常用的静态成像方法Newton-Raphson迭代算法进行了深入地研究。首先,本论文具体阐述了Newton-Raphson迭代算法的原理以及运用Tikhonov正则化对其进行的改进。然后,运用MATLAB对算法的性能进行了仿真验证。仿真结果表明,基于Tikhonov正则化的Newton-Raphson迭代算法可以对多个目标进行有效成像,但算法的抗噪性能较差且对中心目标的成像效果不如边缘目标好。另外,选择适当的迭代参数ε可以有效抑制测量噪声的影响,提高成像的质量。27660
    关键词  电阻抗断层成像  静态成像算法  Newton-Raphson迭代算法  MATLAB仿真
    毕业论文设计说明书外文摘要
    Title    Research on the Image Reconstruction Algorithms of Electrical Impedance Tomography and Simulation                    
    Abstract
    Electrical Impedance Tomography (EIT)is a functional imaging technology, which is safe and have no radiation injury. It works by giving the object a weak and safe current or voltage, measuring the response voltage or current on the surface of the object. Then, using the data to rebuild the image, which shows the distribution or changes of the electrical impedance in the object. EIT has many technical advantages such as non-invasive, portability, low cost, rapid in response and so on. So it has a broad application prospects in industrial and medical field.
    This paper is studying on the composition of the EIT system and the basic principles of EIT imaging algorithms. Because the Newton-Raphson iteration algorithm is a common static electrical impedance imaging methods of EIT, we carry out a deep research on it. Firstly, We specifically expound the principles of the algorithm and use the Tikhonov regularization to improve it. Then, we use MATLAB simulation to verify the performance of the algorithm. The simulation result shows that the Newton-Raphson iteration algorithm which is based on Tikhonov regularization can image in an effective way when there are multiple targets in the imaging field. However, the algorithm has a poor performance when the imaging field has noise and the image quality of the central goal is not as good as the fringe one. Otherwise, it is great to choose a appropriate iterative parameter ε,because it can effectively restrain the influence of the noise and improve the quality of the reconstruction image.
    Keywords  Electrical Impedance Tomography  The Static Imaging Algorithm Methods  Newton-Raphson Iteration Algorithm  MATLAB Simulation
    目   次
    1  绪论1
    1.1  EIT技术概述1
    1.2  EIT图像重构算法概述2
    1.3  本论文主要研究内容3
    2  EIT系统的构成及工作原理5
    2.1  EIT系统的构成5
    2.2  EIT系统的工作原理6
    2.3  本章小结8
    3  EIT图像重构算法研究9
    3.1  EIT的数学物理基础9
    3.2  EIT正问题算法基础11
    3.3  EIT正问题的有限元算法13
    3.4  EIT逆问题算法基础18
    3.5  基于Tikhonov正则化的Newton-Raphson迭代算法19
    3.6  本章小结21
    4  基于MATLAB的EIT图像重构算法仿真23
    4.1  Newton迭代算法的计算流程23
    4.2  基于Tikhonov正则化的Newton-Raphson迭代算法仿真24
  1. 上一篇:基于ADAMS的卫星太阳帆板动力学仿真
  2. 下一篇:大气相干长度的原理与测量系统研究
  1. matlab带钢尺寸测量中多幅...

  2. MATLAB基于Radon变换的光纤放...

  3. 光电数字图像高动态成像技术研究

  4. 光电图像3D生成技术研究

  5. MATLAB图像采集和光斑定位研究

  6. Stokes偏振成像技术研究

  7. matlab波面数值重构技术研究

  8. 中考体育项目与体育教学合理结合的研究

  9. 杂拟谷盗体内共生菌沃尔...

  10. 酸性水汽提装置总汽提塔设计+CAD图纸

  11. java+mysql车辆管理系统的设计+源代码

  12. 十二层带中心支撑钢结构...

  13. 河岸冲刷和泥沙淤积的监测国内外研究现状

  14. 大众媒体对公共政策制定的影响

  15. 乳业同业并购式全产业链...

  16. 当代大学生慈善意识研究+文献综述

  17. 电站锅炉暖风器设计任务书

  

About

751论文网手机版...

主页:http://www.751com.cn

关闭返回