DocumentCode :
17722
Title :
Multi-Degree-of-Freedom Stabilization of Large-Scale Photonic-Integrated Circuits
Author :
Fisher, Jonathan ; Kodanev, Anna ; Nazarathy, Moshe
Author_Institution :
Dept. of Electr. Eng., Technion - Israel Inst. of Technol., Haifa, Israel
Volume :
33
Issue :
10
fYear :
2015
fDate :
May15, 15 2015
Firstpage :
2146
Lastpage :
2166
Abstract :
We present and elaborate the principles of a novel control and calibration (C&C) systematic approach, aiming at feedback stabilization of large scale photonic-integrated circuits (PIC) to their nominal operating points in D-dimensional spaces of tuning parameters, based on refinement of extremum-seeking (ES) real-time optimization techniques. The novel methodology enables, in principle, stabilizing a large number D of tuning degrees of freedom (DOF) of PICs, with just one optical power monitoring (probe) point. The proposed C&C digital controller ports multidimensional ES stabilization concepts to photonics for the first time and further introduces novel improvements to known ES techniques, proposing a new frame-based discrete-multitone method of actuation signals generation and probe signals detection, akin to an orthogonal-frequency-division multiplexing modulation format. Another novel element is that the iterative digital algorithm adaptively selects between gradient- versus Newton-based descent and between various methods of line search. This approach enables real-time application of unconstrained optimization techniques for C&C of photonic circuits with multiple tuning DOFs. The new technique is exemplified by numeric simulations of the stabilization of a Silicon photonic microring modulator with D = 2 tuning DOFs, concurrently tuning both resonant phase and a second coupling phase parameter, optimizing critical coupling into the microring based on observing the optical power at single low-frequency monitoring point.
Keywords :
OFDM modulation; gradient methods; integrated optics; micro-optics; optical control; optical feedback; optical modulation; optical resonators; optical signal detection; optical tuning; optimisation; silicon; C&C digital controller port multidimensional ES stabilization concepts; C&C of photonic circuits; D-dimensional spaces; Newton-based descent; PIC; actuation signal generation; control and calibration systematic approach; critical coupling; extremum-seeking real-time optimization techniques; feedback stabilization; frame-based discrete-multitone method; gradient method; iterative digital algorithm; large-scale photonic-integrated circuits; methods of line search; multidegree-of-freedom stabilization; multiple tuning DOF; nominal operating points; numeric simulations; optical power monitoring point; orthogonal-frequency-division multiplexing modulation format; probe signal detection; resonant phase; second coupling phase parameter; silicon photonic microring modulator; single low-frequency monitoring point; tuning parameters; unconstrained optimization techniques; Integrated optics; Optical signal processing; Optimization; Photonics; Probes; Signal processing algorithms; Tuning; (130.3120) Integrated optics devices; (130.3120) integrated optics devices; (230.4110) Modulators; (230.4110) modulators; (230.5750) resonators; Extremum-seeking control; Gradient descent; Newton descent; Terms—(230.5750) Resonators; gradient descent; newton descent; real-time optimization;
fLanguage :
English
Journal_Title :
Lightwave Technology, Journal of
Publisher :
ieee
ISSN :
0733-8724
Type :
jour
DOI :
10.1109/JLT.2015.2391194
Filename :
7008835
Link To Document :
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