Title :
Robust smoothing for estimating optical phase varying as a continuous resonant process
Author :
Roy, Sandip ; Rehman, Obaid Ur ; Petersen, Ian R. ; Huntington, Elanor H.
Author_Institution :
Sch. of Eng. & Inf. Technol., Univ. of New South Wales at the Australian Defence Force Acad., Canberra, ACT, Australia
Abstract :
Continuous phase estimation is known to be superior in accuracy as compared to static estimation. The estimation process is, however, desired to be made robust to uncertainties in the underlying parameters. Here, homodyne phase estimation of coherent and squeezed states of light, evolving continuously under the influence of a second-order resonant noise process, are made robust to parameter uncertainties using a robust fixed-interval smoother, designed for uncertain systems satisfying a certain integral quadratic constraint. We observe that such a robust smoother provides improved worst-case performance over the optimal smoother and also performs better than a robust filter for the uncertain system.
Keywords :
Kalman filters; optical information processing; phase estimation; smoothing methods; uncertain systems; Kalman filters; coherent light state; continuous phase estimation; continuous resonant process; homodyne phase estimation; integral quadratic constraint; optical phase estimation; parameter uncertainties; robust filter; robust fixed-interval smoother; second-order resonant noise process; squeezed light states; static estimation process; uncertain systems; Estimation; Kalman filters; Noise; Robustness; Smoothing methods; Uncertain systems; Uncertainty;
Conference_Titel :
Control Conference (ECC), 2014 European
Conference_Location :
Strasbourg
Print_ISBN :
978-3-9524269-1-3
DOI :
10.1109/ECC.2014.6862385