DocumentCode
795717
Title
Optimal bang-bang control of linear stochastic systems with a small noise parameter
Author
Dorato, Peter ; Hsieh, Chang-ming ; Robinson, Prentiss N.
Author_Institution
Polytechnic Institute of Brooklyn, Farmingdale, NY, USA
Volume
12
Issue
6
fYear
1967
fDate
12/1/1967 12:00:00 AM
Firstpage
682
Lastpage
690
Abstract
This study considers the problem of determining optimal feedback control laws for linear stochastic systems with amplitude-constrained control inputs. Two basic performance indices are considered, average time and average integral quadratic form. The optimization interval is random and defined as the first time a trajectory reaches the terminal region
. The plant is modeled as a stochastic differential equation with an additive Wiener noise disturbance. The variance parameter of the Wiener noise process is assumed to be suitably small. A singular perturbation technique is presented for the solution of the stochastic optimization equations (second-order partial differential equation). A method for generating switching curves for the resulting optimal bang-bang control system is then developed. The results are applied to various problems associated with a second-order purely inertial system with additive noise at the control input. This problem is typical of satellite attitude control problems.
. The plant is modeled as a stochastic differential equation with an additive Wiener noise disturbance. The variance parameter of the Wiener noise process is assumed to be suitably small. A singular perturbation technique is presented for the solution of the stochastic optimization equations (second-order partial differential equation). A method for generating switching curves for the resulting optimal bang-bang control system is then developed. The results are applied to various problems associated with a second-order purely inertial system with additive noise at the control input. This problem is typical of satellite attitude control problems.Keywords
Bang-bang control; Linear systems, stochastic; Stochastic systems, linear; Additive noise; Bang-bang control; Control systems; Differential equations; Feedback control; Linear feedback control systems; Optimal control; Partial differential equations; Stochastic resonance; Stochastic systems;
fLanguage
English
Journal_Title
Automatic Control, IEEE Transactions on
Publisher
ieee
ISSN
0018-9286
Type
jour
DOI
10.1109/TAC.1967.1098731
Filename
1098731
Link To Document