Finite-Time Stability Tools for Control and Estimation
Denis Efimov, Andrey Polyakov
Abstract
This monograph presents some existing and new results on analysis and design of finite-time and fixed-time converging systems. Two main groups of approaches for analysis/synthesis of this kind of convergence are considered: based on Lyapunov functions and the theory of homogeneous systems. The focus is put on the dynamics described by ordinary differential equations, time-delay models and partial differential equations. Some popular control and estimation algorithms, which possess accelerated converge rates, are reviewed. The issues of discretization of finite-/fixed-time converging systems are discussed.
Topics & Concepts
EstimationStability (learning theory)Computer scienceControl (management)Control theory (sociology)EngineeringArtificial intelligenceMachine learningSystems engineeringAdaptive Control of Nonlinear SystemsAdvanced Control Systems OptimizationStability and Control of Uncertain Systems