67741

Автор(ы): 

Автор(ов): 

2

Параметры публикации

Тип публикации: 

Статья в журнале/сборнике

Название: 

On Spectral Decomposition of States and Gramians of Bilinear Dynamical Systems

Электронная публикация: 

Да

DOI: 

10.3390/math9243288

Наименование источника: 

  • Mathematics

Обозначение и номер тома: 

9(24)

Город: 

  • Цюрих

Издательство: 

  • MDPI

Год издания: 

2021

Страницы: 

https://www.mdpi.com/2227-7390/9/24/3288
Аннотация
Abstract: The article proves that the state of a bilinear control system can be split uniquely into generalized modes corresponding to the eigenvalues of the dynamics matrix. It is also shown that the Gramians of controllability and observability of a bilinear system can be divided into parts (sub-Gramians) that characterize the measure of these generalized modes and their interactions. Furthermore, the properties of sub-Gramians were investigated in relation to modal controllability and observability. We also propose an algorithm for computing the Gramians and sub-Gramians based on the element-wise computation of the solution matrix. Based on the proposed algorithm, a novel criterion for the existence of solutions to the generalized Lyapunov equation is proposed, which allows, in some cases, to expand the domain of guaranteed existence of a solution of bilinear equations. Examples are provided that illustrate the application and practical use of the considered spectral decompositions.

Библиографическая ссылка: 

Искаков А.Б., Ядыкин И.Б. On Spectral Decomposition of States and Gramians of Bilinear Dynamical Systems // Mathematics. 2021. 9(24). С. https://www.mdpi.com/2227-7390/9/24/3288.