Kalman filter based estimation of decay time for a multimode optical cavity

M. Yanagisawa; A. G. Kallapur; P. C. Kuffner; I. R. Petersen; C. C. Harb

doi:10.1109/CLEOPR.2013.6600327

Kalman filter based estimation of decay time for a multimode optical cavity

M. Yanagisawa, A. G. Kallapur, P. C. Kuffner, I. R. Petersen, C. C. Harb

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review

Abstract

We develop an extended Kalman filter to estimate the ring-down time of a multimode Fabry-Perot optical cavity with a pulse train input. First the extended Kalman filter is applied to data generated from a simulator to show that the estimate of the filter converges to the expected value of the ring-down time. It is also shown that the multimode filter improves the estimation performance, compared to a simplified filter designed from a single-mode model. Then the filter is applied to a set of experimentally obtained output intensity data.

Original language	English
Title of host publication	2013 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2013
DOIs	https://doi.org/10.1109/CLEOPR.2013.6600327
Publication status	Published - 2013
Externally published	Yes
Event	10th Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2013 - Kyoto, Japan, Kyoto, Japan Duration: 30 Jun 2013 → 4 Jul 2013

Publication series

Name	Pacific Rim Conference on Lasers and Electro-Optics, CLEO - Technical Digest

Conference

Conference	10th Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2013
Country/Territory	Japan
City	Kyoto
Period	30/06/13 → 4/07/13
Other	June 30 - July 4 2013

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10.1109/CLEOPR.2013.6600327

Cite this

Yanagisawa, M., Kallapur, A. G., Kuffner, P. C., Petersen, I. R., & Harb, C. C. (2013). Kalman filter based estimation of decay time for a multimode optical cavity. In 2013 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2013 Article 6600327 (Pacific Rim Conference on Lasers and Electro-Optics, CLEO - Technical Digest). https://doi.org/10.1109/CLEOPR.2013.6600327

@inproceedings{31a7ddb8049c4578ae53225d2c227684,

title = "Kalman filter based estimation of decay time for a multimode optical cavity",

abstract = "We develop an extended Kalman filter to estimate the ring-down time of a multimode Fabry-Perot optical cavity with a pulse train input. First the extended Kalman filter is applied to data generated from a simulator to show that the estimate of the filter converges to the expected value of the ring-down time. It is also shown that the multimode filter improves the estimation performance, compared to a simplified filter designed from a single-mode model. Then the filter is applied to a set of experimentally obtained output intensity data.",

author = "M. Yanagisawa and Kallapur, \{A. G.\} and Kuffner, \{P. C.\} and Petersen, \{I. R.\} and Harb, \{C. C.\}",

year = "2013",

doi = "10.1109/CLEOPR.2013.6600327",

language = "English",

isbn = "9781467364751",

series = "Pacific Rim Conference on Lasers and Electro-Optics, CLEO - Technical Digest",

booktitle = "2013 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2013",

note = "10th Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2013 ; Conference date: 30-06-2013 Through 04-07-2013",

}

Yanagisawa, M, Kallapur, AG, Kuffner, PC, Petersen, IR & Harb, CC 2013, Kalman filter based estimation of decay time for a multimode optical cavity. in 2013 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2013., 6600327, Pacific Rim Conference on Lasers and Electro-Optics, CLEO - Technical Digest, 10th Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2013, Kyoto, Japan, 30/06/13. https://doi.org/10.1109/CLEOPR.2013.6600327

Kalman filter based estimation of decay time for a multimode optical cavity. / Yanagisawa, M.; Kallapur, A. G.; Kuffner, P. C. et al.
2013 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2013. 2013. 6600327 (Pacific Rim Conference on Lasers and Electro-Optics, CLEO - Technical Digest).

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › peer-review

TY - GEN

T1 - Kalman filter based estimation of decay time for a multimode optical cavity

AU - Yanagisawa, M.

AU - Kallapur, A. G.

AU - Kuffner, P. C.

AU - Petersen, I. R.

AU - Harb, C. C.

PY - 2013

Y1 - 2013

N2 - We develop an extended Kalman filter to estimate the ring-down time of a multimode Fabry-Perot optical cavity with a pulse train input. First the extended Kalman filter is applied to data generated from a simulator to show that the estimate of the filter converges to the expected value of the ring-down time. It is also shown that the multimode filter improves the estimation performance, compared to a simplified filter designed from a single-mode model. Then the filter is applied to a set of experimentally obtained output intensity data.

AB - We develop an extended Kalman filter to estimate the ring-down time of a multimode Fabry-Perot optical cavity with a pulse train input. First the extended Kalman filter is applied to data generated from a simulator to show that the estimate of the filter converges to the expected value of the ring-down time. It is also shown that the multimode filter improves the estimation performance, compared to a simplified filter designed from a single-mode model. Then the filter is applied to a set of experimentally obtained output intensity data.

UR - https://www.scopus.com/pages/publications/84885460610

U2 - 10.1109/CLEOPR.2013.6600327

DO - 10.1109/CLEOPR.2013.6600327

M3 - Conference Paper

SN - 9781467364751

T3 - Pacific Rim Conference on Lasers and Electro-Optics, CLEO - Technical Digest

BT - 2013 Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2013

T2 - 10th Conference on Lasers and Electro-Optics Pacific Rim, CLEO-PR 2013

Y2 - 30 June 2013 through 4 July 2013

ER -

Kalman filter based estimation of decay time for a multimode optical cavity

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