DocumentCode
155228
Title
A digital demodulator based on the recursive Gauss-Newton method for electrical tomography
Author
Shijie Sun ; Lijun Xu ; Zhang Cao ; Wenyang Jing
Author_Institution
Sch. of Instrum. & Opto-Electron. Eng., Beihang Univ., Beijing, China
fYear
2014
fDate
14-17 Oct. 2014
Firstpage
59
Lastpage
63
Abstract
In the paper, a digital demodulator based on the recursive Gauss-Newton method is proposed for Electrical Tomography. The digital demodulator can track the amplitude and phase of a noisy sinusoidal signal with known frequency directly. Compared with the traditional digital multiplication demodulation method, the proposed demodulator is more flexible. It is implemented in a recursive way and only part of a full period is required for demodulation. Therefore, the trade-off between the speed and precision can be made by using the proposed demodulator. The proposed demodulator was implemented in the software and possessed low computational complexity. Numerical simulation was carried out to prove its feasibility. The parameters in the demodulator were optimized.
Keywords
Gaussian processes; Newton method; computational complexity; demodulators; tomography; tracking; amplitude tracking; computational complexity; digital demodulator; electrical tomography; noisy sinusoidal signal; numerical simulation; phase tracking; recursive Gauss-Newton method; Computational complexity; Demodulation; Noise measurement; Phase measurement; Signal to noise ratio; Tomography; Electrical tomography; digital demodulator; recursive Gauss-Newton algorithm;
fLanguage
English
Publisher
ieee
Conference_Titel
Imaging Systems and Techniques (IST), 2014 IEEE International Conference on
Conference_Location
Santorini
Type
conf
DOI
10.1109/IST.2014.6958446
Filename
6958446
Link To Document