Evolutionary computation applied to the tuning of MEMS gyroscopes

Didier Keymeulen; Wolfgang Fink; Michael I. Ferguson; Chris Peay; Boris Oks; Richard Terrile; Karl Yee

doi:10.1145/1068009.1068168

Evolutionary computation applied to the tuning of MEMS gyroscopes

Didier Keymeulen, Wolfgang Fink, Michael I. Ferguson, Chris Peay, Boris Oks, Richard Terrile, Karl Yee

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

9 Scopus citations

Abstract

We propose a tuning method for MEMS gyroscopes based on evolutionary computation to efficiently increase the sensitivity of MEMS gyroscopes through tuning and, furthermore, to find the optimally tuned configuration for this state of increased sensitivity. The tuning method was tested for the second generation JPL/Boeing Post-resonator MEMS gyroscope using the measurement of the frequency response of the MEMS device in open-loop operation.

Original language	English (US)
Title of host publication	GECCO 2005 - Genetic and Evolutionary Computation Conference
Editors	H.G. Beyer, U.M. O'Reilly, D. Arnold, W. Banzhaf, C. Blum, E.W. Bonabeau, E. Cantu-Paz, D. Dasgupta, K. Deb, al et al
Pages	927-932
Number of pages	6
DOIs	https://doi.org/10.1145/1068009.1068168
State	Published - 2005
Externally published	Yes
Event	GECCO 2005 - Genetic and Evolutionary Computation Conference - Washington, D.C., United States Duration: Jun 25 2005 → Jun 29 2005

Publication series

Name	GECCO 2005 - Genetic and Evolutionary Computation Conference

Other

Other	GECCO 2005 - Genetic and Evolutionary Computation Conference
Country/Territory	United States
City	Washington, D.C.
Period	6/25/05 → 6/29/05

Keywords

Dynamic Hill Climbing
Evolvable Hardware
Genetic Algorithms
Gyroscope
MEMS
Simulated Annealing

ASJC Scopus subject areas

General Engineering

Access to Document

10.1145/1068009.1068168

Cite this

Keymeulen, D., Fink, W., Ferguson, M. I., Peay, C., Oks, B., Terrile, R., & Yee, K. (2005). Evolutionary computation applied to the tuning of MEMS gyroscopes. In H. G. Beyer, U. M. O'Reilly, D. Arnold, W. Banzhaf, C. Blum, E. W. Bonabeau, E. Cantu-Paz, D. Dasgupta, K. Deb, & A. et al (Eds.), GECCO 2005 - Genetic and Evolutionary Computation Conference (pp. 927-932). (GECCO 2005 - Genetic and Evolutionary Computation Conference). https://doi.org/10.1145/1068009.1068168

Evolutionary computation applied to the tuning of MEMS gyroscopes. / Keymeulen, Didier; Fink, Wolfgang; Ferguson, Michael I. et al.
GECCO 2005 - Genetic and Evolutionary Computation Conference. ed. / H.G. Beyer; U.M. O'Reilly; D. Arnold; W. Banzhaf; C. Blum; E.W. Bonabeau; E. Cantu-Paz; D. Dasgupta; K. Deb; al et al. 2005. p. 927-932 (GECCO 2005 - Genetic and Evolutionary Computation Conference).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Keymeulen, D, Fink, W, Ferguson, MI, Peay, C, Oks, B, Terrile, R & Yee, K 2005, Evolutionary computation applied to the tuning of MEMS gyroscopes. in HG Beyer, UM O'Reilly, D Arnold, W Banzhaf, C Blum, EW Bonabeau, E Cantu-Paz, D Dasgupta, K Deb & A et al (eds), GECCO 2005 - Genetic and Evolutionary Computation Conference. GECCO 2005 - Genetic and Evolutionary Computation Conference, pp. 927-932, GECCO 2005 - Genetic and Evolutionary Computation Conference, Washington, D.C., United States, 6/25/05. https://doi.org/10.1145/1068009.1068168

Keymeulen D, Fink W, Ferguson MI, Peay C, Oks B, Terrile R et al. Evolutionary computation applied to the tuning of MEMS gyroscopes. In Beyer HG, O'Reilly UM, Arnold D, Banzhaf W, Blum C, Bonabeau EW, Cantu-Paz E, Dasgupta D, Deb K, et al A, editors, GECCO 2005 - Genetic and Evolutionary Computation Conference. 2005. p. 927-932. (GECCO 2005 - Genetic and Evolutionary Computation Conference). doi: 10.1145/1068009.1068168

Keymeulen, Didier ; Fink, Wolfgang ; Ferguson, Michael I. et al. / Evolutionary computation applied to the tuning of MEMS gyroscopes. GECCO 2005 - Genetic and Evolutionary Computation Conference. editor / H.G. Beyer ; U.M. O'Reilly ; D. Arnold ; W. Banzhaf ; C. Blum ; E.W. Bonabeau ; E. Cantu-Paz ; D. Dasgupta ; K. Deb ; al et al. 2005. pp. 927-932 (GECCO 2005 - Genetic and Evolutionary Computation Conference).

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Evolutionary computation applied to the tuning of MEMS gyroscopes

Abstract

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Keywords

ASJC Scopus subject areas

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