Title :
A new method of Nonlinear Least Squares phase unwrapping
Author :
Xiao-qing Zhang ; Yong-guo Zheng ; Zhong-long Wang
Author_Institution :
Coll. of Inf. Sci. & Eng., Shandong Univ. of Sci. & Technol., Qingdao, China
Abstract :
The linear Weighted Least Squares (WLS) phase unwrapping method, solving the problem in slow convergence rate by iteration method, usually could not easily to get the exact solution. This paper proposes a model of Nonlinear Least Squares (NLS) unwrapping method, which works it out based on the homotopy method. When compared with the classic linear LS phase unwrapping method in real data conditions, this approach verified effective, especially in the noise disturbance areas, which can improve the accuracy of the phase unwrapping.
Keywords :
iterative methods; least squares approximations; signal processing; WLS phase unwrapping method; homotopy method; iteration method; linear weighted least square phase unwrapping method; nonlinear least square phase unwrapping; signal processing; Educational institutions; Equations; Interference; Iterative methods; Mathematical model; Noise; Optimized production technology; Homotopy Method; Linear Weighted Least Squares; Model of Least Squares; Nonlinear; Phase Unwrapping;
Conference_Titel :
Measurement, Information and Control (ICMIC), 2013 International Conference on
Conference_Location :
Harbin
Print_ISBN :
978-1-4799-1390-9
DOI :
10.1109/MIC.2013.6758062