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 proceedingConference contribution

8 Citations (Scopus)

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 languageEnglish (US)
Title of host publicationGECCO 2005 - Genetic and Evolutionary Computation Conference
EditorsH.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
Pages927-932
Number of pages6
DOIs
StatePublished - 2005
Externally publishedYes
EventGECCO 2005 - Genetic and Evolutionary Computation Conference - Washington, D.C., United States
Duration: Jun 25 2005Jun 29 2005

Other

OtherGECCO 2005 - Genetic and Evolutionary Computation Conference
CountryUnited States
CityWashington, D.C.
Period6/25/056/29/05

Fingerprint

Gyroscopes
Evolutionary algorithms
MEMS
Tuning
Frequency response
Resonators

Keywords

  • Dynamic Hill Climbing
  • Evolvable Hardware
  • Genetic Algorithms
  • Gyroscope
  • MEMS
  • Simulated Annealing

ASJC Scopus subject areas

  • Engineering(all)

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) https://doi.org/10.1145/1068009.1068168

Evolutionary computation applied to the tuning of MEMS gyroscopes. / Keymeulen, Didier; Fink, Wolfgang; Ferguson, Michael I.; Peay, Chris; Oks, Boris; Terrile, Richard; Yee, Karl.

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.

Research output: Chapter in Book/Report/Conference proceedingConference 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. 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 https://doi.org/10.1145/1068009.1068168
Keymeulen, Didier ; Fink, Wolfgang ; Ferguson, Michael I. ; Peay, Chris ; Oks, Boris ; Terrile, Richard ; Yee, Karl. / 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
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