Experimental Demonstration of Frequency Autolocking an Optical Cavity Using a Time-Varying Kalman Filter

Dirk Schütte, S. Z.Sayed Hassen, Kai S. Karvinen, Toby K. Boyson, Abhijit G. Kallapur, Hongbin Song, Ian R. Petersen, Elanor H. Huntington, Michèle Heurs

    Research output: Contribution to journalArticlepeer-review

    4 Citations (Scopus)

    Abstract

    We propose and demonstrate a new autolocking scheme using a three-mirror ring cavity consisting of a linear quadratic regulator and a time-varying Kalman filter. Our technique does not require a frequency scan to acquire resonance. We utilize the singular perturbation method to simplify our system dynamics and to permit the application of linear control techniques. The error signal combined with the transmitted power is used to estimate the cavity detuning. This estimate is used by a linear time-varying Kalman filter which enables the implementation of an optimal controller. The experimental results validate the controller design, and we demonstrate improved robustness to disturbances and a faster locking time than a traditional proportional-integral controller. More important, the time-varying Kalman filtering approach automatically reacquires lock for large detunings, where the error signal leaves its linear capture range, a feat which linear time-invariant controllers cannot achieve.

    Original languageEnglish
    Article number014005
    JournalPhysical Review Applied
    Volume5
    Issue number1
    DOIs
    Publication statusPublished - 13 Jan 2016

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