Title :
Automatic weights determination by NLSSQP method in phase unwrapping
Author :
Lu, Tao ; Oe, Shunichim ; Murai, Himshi
Author_Institution :
Dept. of Inf. Sci. & Intelligent Syst., Tokushima Univ., Japan
Abstract :
This paper presents a possible automatic approach to back analyze the weights by incorporating phase unwrapping program into a minimization method NLSSQP. The proposed approach is illustrated through two simulative examples corrupted by uniformly distributed noise and scattered noise. By introduction of real-valued weights, which are computed by NLSSQP method, unwrapped phases are converged to correct solution. Real-valued weights obtained in this approach turned out to be superior to customary binary-valued weights when images are corrupted by noise at the edges or corners
Keywords :
geophysical techniques; radar theory; remote sensing by radar; synthetic aperture radar; terrain mapping; topography (Earth); InSAR; NLSSQP method; SAR; automatic approach; automatic weights determination; back analyze; geophysical measurement technique; land surface; minimization method; phase unwrapping; radar remote sensing; real-valued weight; scattered noise; synthetic aperture radar; terrain mapping; uniformly distributed noise; unwrapped phase; Difference equations; Information analysis; Information management; Information science; Intelligent systems; Least squares methods; Minimization methods; Optimization methods; Phase noise; Synthetic aperture radar interferometry;
Conference_Titel :
Geoscience and Remote Sensing Symposium, 2000. Proceedings. IGARSS 2000. IEEE 2000 International
Conference_Location :
Honolulu, HI
Print_ISBN :
0-7803-6359-0
DOI :
10.1109/IGARSS.2000.861702