Title :
Fast image reconstruction algorithm for electrical capacitance tomography
Author :
Xiangyuan, Dong ; Shuqing, Guo ; Hailong, Yu
Author_Institution :
Sch. of Energy & Environ., Zhongyuan Univ. of Technol., Zhengzhou
Abstract :
Electrical capacitance tomography (ECT) is one of process tomography technique which developed rapidly in recent years. The successful application of ECT depends heavily on the image reconstruction speed and quality. A fast iterative reconstruction scheme for electrical capacitance tomography based on the Landweber method was developed. The convergence condition for the new method was discussed. Simulated data were analyzed to evaluate the performance of the method. The effectiveness of the algorithm in reconstructing permittivity images from measured capacitance data was shown. The results indicate that it can produce similar quality images with less reconstruction time when compared to the Landweber iteration algorithm. The new technique can be easily applied to online visualization.
Keywords :
capacitance measurement; convergence of numerical methods; image reconstruction; iterative methods; tomography; ECT; Landweber method; convergence condition; electrical capacitance tomography; image reconstruction algorithm; iterative algorithm; Analytical models; Capacitance measurement; Convergence; Data analysis; Electrical capacitance tomography; Image reconstruction; Iterative algorithms; Iterative methods; Performance analysis; Permittivity; Landweber algorithm; capacitance tomography; convergence rate; image reconstruction;
Conference_Titel :
Industrial Electronics and Applications, 2009. ICIEA 2009. 4th IEEE Conference on
Conference_Location :
Xi´an
Print_ISBN :
978-1-4244-2799-4
Electronic_ISBN :
978-1-4244-2800-7
DOI :
10.1109/ICIEA.2009.5138905