Final published version
Research output: Contribution to Journal/Magazine › Conference article › peer-review
Research output: Contribution to Journal/Magazine › Conference article › peer-review
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TY - JOUR
T1 - Bayesian characterisation of vertical-cavity surface-emitting lasers
AU - Smelyanskiy, Vadim
AU - Timuçin, Doǧan A.
AU - Beri, Stefano
AU - Madenci, Dilek
AU - Luchinsky, Dmitrii G.
PY - 2003/9/19
Y1 - 2003/9/19
N2 - A new method is introduced for characterising vertical-cavity surface-emitting lasers. This approach relies on the direct application of Bayes' theorem from classical probability theory on time-series data of polarisation measurements. The technique is shown to work for the simplified one-dimensional dynamics of the laser as an overdamped particle in a double-well potential driven by fluctuations, as well as for the most complicated case of fluctuational motion on the Poincaré sphere about one of the linearly-polarised states.
AB - A new method is introduced for characterising vertical-cavity surface-emitting lasers. This approach relies on the direct application of Bayes' theorem from classical probability theory on time-series data of polarisation measurements. The technique is shown to work for the simplified one-dimensional dynamics of the laser as an overdamped particle in a double-well potential driven by fluctuations, as well as for the most complicated case of fluctuational motion on the Poincaré sphere about one of the linearly-polarised states.
KW - Bayesian inference
KW - Polarisation dynamics
KW - VCSELs
U2 - 10.1117/12.496981
DO - 10.1117/12.496981
M3 - Conference article
AN - SCOPUS:0042326154
VL - 5111
SP - 145
EP - 153
JO - Proceedings of SPIE - The International Society for Optical Engineering
JF - Proceedings of SPIE - The International Society for Optical Engineering
SN - 0277-786X
T2 - Fluctuations and Noise in Photonics and Quantum Optics
Y2 - 2 June 2003 through 4 June 2003
ER -