Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research
Averaged continuous-time models in identification and control. / Fradkov, A.L.
2014 European Control Conference, ECC 2014. 2014. p. 2822-2826.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Research
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TY - GEN
T1 - Averaged continuous-time models in identification and control
AU - Fradkov, A.L.
PY - 2014
Y1 - 2014
N2 - In this tutorial paper a brief exposition is made for the research area related to development and justification of the so called method of continuous models (MNM). The essence of the method is in replacement of the analysis or design problem for a discrete stochastic system with a similar problem for its simplified (averaged) continuous-time model. Continuous-time models described by either ordinary differential equations or stochastic differential equations are considered. Relations between MNM and averaging method are demonstrated. Applications to identification and control problems for systems and networks are described.
AB - In this tutorial paper a brief exposition is made for the research area related to development and justification of the so called method of continuous models (MNM). The essence of the method is in replacement of the analysis or design problem for a discrete stochastic system with a similar problem for its simplified (averaged) continuous-time model. Continuous-time models described by either ordinary differential equations or stochastic differential equations are considered. Relations between MNM and averaging method are demonstrated. Applications to identification and control problems for systems and networks are described.
U2 - 10.1109/ECC.2014.6862624
DO - 10.1109/ECC.2014.6862624
M3 - Conference contribution
SN - 9783952426913
SP - 2822
EP - 2826
BT - 2014 European Control Conference, ECC 2014
ER -
ID: 7035207