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Passivity Based Control of Stochastic Port-Hamiltonian Systems
- Source :
- CDC
- Publication Year :
- 2013
- Publisher :
- Institute of Electrical and Electronics Engineers (IEEE), 2013.
-
Abstract
- This paper introduces Stochastic Port-Hamiltonian Systems (SPHS's), whose dynamics are described by Ito stochastic differential equations. SPHS's are extension of the deterministic port-Hamiltonian systems which are used to express various passive systems. First, we show a necessary and sufficient condition to preserve the stochastic port-Hamiltonian structure of the system under a class of coordinate transformations. Second, we derive a condition for the system to be stochastic passive. Third, we equip Stochastic Generalized Canonical Transformations (SGCT's), which are pairs of coordinate and feedback transformations preserving the stochastic port-Hamiltonian structure. Finally, we propose a stochastic stabilization framework based on stochastic passivity and SGCT's.
- Subjects :
- Stochastic control
Continuous-time stochastic process
Passivity
Stochastic calculus
Port (circuit theory)
Hamiltonian system
Computer Science Applications
Stochastic partial differential equation
Stochastic differential equation
Quantum stochastic calculus
Control and Systems Engineering
Control theory
Applied mathematics
Stochastic optimization
Electrical and Electronic Engineering
Stochastic neural network
Mathematics
Subjects
Details
- ISSN :
- 15582523 and 00189286
- Volume :
- 58
- Database :
- OpenAIRE
- Journal :
- IEEE Transactions on Automatic Control
- Accession number :
- edsair.doi.dedup.....d58af60165ac4a7e9241b83cad56db57
- Full Text :
- https://doi.org/10.1109/tac.2012.2229791