Variance-Constrained Multi-Objective Stochastic Control and Filtering
Article description
This title unifies existing and emerging concepts concerning multi-objective control and stochastic control with engineering-oriented phenomena. It establishes a unified theoretical framework for control and filtering problems for a class of discrete-time nonlinear stochastic systems with consideration to performance. It includes case studies of several nonlinear stochastic systems. It investigates the phenomena of incomplete information, including missing/degraded measurements, actuator failures and sensor saturations. It considers both time-invariant systems and time-varying systems. It exploits newly developed techniques to handle the emerging mathematical and computational challenges.
Specifications
| Author | Ma, Lifeng |
| ISBN/EAN | 9781118929490 |
Article description
This title unifies existing and emerging concepts concerning multi-objective control and stochastic control with engineering-oriented phenomena. It establishes a unified theoretical framework for control and filtering problems for a class of discrete-time nonlinear stochastic systems with consideration to performance. It includes case studies of several nonlinear stochastic systems. It investigates the phenomena of incomplete information, including missing/degraded measurements, actuator failures and sensor saturations. It considers both time-invariant systems and time-varying systems. It exploits newly developed techniques to handle the emerging mathematical and computational challenges.
Specifications
| Author | Ma, Lifeng |
| ISBN/EAN | 9781118929490 |