Title :
Robust nonlinear estimation of varying optical phase
Author :
Rehman, Obaid Ur ; Petersen, Ian R. ; Hongbin Song ; Huntington, Elanor H.
Author_Institution :
Sch. of Eng. & Inf. Technol., Univ. of New South Wales, Canberra, ACT, Australia
Abstract :
This work presents a robust approach to estimate the continuously varying phase of an optical system. Here we extend the adaptive homodyne estimator scheme by using a nonlinear guaranteed cost robust filter in the feedback loop to improve the estimator performance. The nonlinear robust filter is designed by using a copy of the sector bounded nonlinear uncertainty present in the measurement of the adaptive homodyne estimator. Finally, closed loop simulations considering both linear and nonlinear uncertainty are performed and the results are compared with the standard Kalman filter results. Simulation results show a significant improvement using the nonlinear filter which provides a better choice for the time varying phase estimation problem.
Keywords :
adaptive estimation; closed loop systems; nonlinear estimation; nonlinear filters; optical control; phase estimation; time-varying systems; Kalman filter; adaptive homodyne estimator scheme; feedback loop; nonlinear guaranteed cost robust filter; robust nonlinear estimation; time varying phase estimation problem; varying optical phase; Mathematical model; Nonlinear optics; Phase estimation; Phase measurement; Robustness; Standards; Uncertainty;
Conference_Titel :
Control Conference (ECC), 2013 European