DocumentCode
642994
Title
Robust estimation of optical phase varying as a continuous resonant process
Author
Roy, Sandip ; Petersen, Ian R. ; Huntington, Elanor H.
Author_Institution
Sch. of Eng. & Inf. Technol., Univ. of New South Wales, Canberra, NSW, Australia
fYear
2013
fDate
28-30 Aug. 2013
Firstpage
551
Lastpage
555
Abstract
It is well-known that adaptive homodyne estimation of continuously varying optical phase provides superior accuracy in the phase estimate as compared to adaptive or non-adaptive static estimation. However, most phase estimation schemes rely on precise knowledge of the underlying parameters of the system under measurement, and performance deteriorates significantly with changes in these parameters; hence it is desired to develop robust estimation techniques immune to such uncertainties. In related works, we have already shown how adaptive homodyne estimation can be made robust to uncertainty in an underlying parameter of the phase varying as a simplistic Ornstein-Uhlenbeck stochastic noise process. Here, we demonstrate robust phase estimation for a more complicated resonant noise process using a guaranteed cost robust filter.
Keywords
adaptive estimation; filtering theory; optical control; phase estimation; stochastic processes; adaptive homodyne estimation; continuous resonant process; continuously varying optical phase; guaranteed cost robust filter; nonadaptive static estimation; optical phase robust estimation; simplistic Ornstein-Uhlenbeck stochastic noise process; Estimation error; Kalman filters; Mathematical model; Noise; Phase estimation; Phase measurement; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Applications (CCA), 2013 IEEE International Conference on
Conference_Location
Hyderabad
ISSN
1085-1992
Type
conf
DOI
10.1109/CCA.2013.6662807
Filename
6662807
Link To Document