31723

Автор(ы): 

Автор(ов): 

1

Параметры публикации

Тип публикации: 

Доклад

Название: 

Information theory within system identification: Revising some approaches

Электронная публикация: 

Да

ISBN/ISSN: 

978-1-4799-4316-6

Наименование конференции: 

  • 9th IEEE Conference on Industrial Electronics and Applications (ICIEA 2014, Hangzhou, China)

Наименование источника: 

  • Publications of the 9th IEEE Conference on Industrial Electronics and Applications (ICIEA 2014, Hangzhou, China)

Обозначение и номер тома: 

1

Город: 

  • Piscataway, USA

Издательство: 

  • IEEE

Год издания: 

2014

Страницы: 

95-100; http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6931138&pageNumber%3D4%26rowsPerPage%3D100%26queryText%3DICIEA+2014
Аннотация
The paper presents methods to analyze approaches concerned with application of information theoretic techniques in such a branch of the control theory as system identification: application of the mutual (Shannon) information and attempts of generalization of the notion of entropy, as well as application of consistent measures of dependence based on the information-theoretic (Kulback-Leibler) divergence in system identification. Ways and methods, both analytical and simulation ones are presented. The paper has been supported by a grant of the Russian Foundation for Basic Researches (RFBR): project 12-08-01205-a.

Библиографическая ссылка: 

Чернышев К.Р. Information theory within system identification: Revising some approaches / Publications of the 9th IEEE Conference on Industrial Electronics and Applications (ICIEA 2014, Hangzhou, China). Piscataway, USA: IEEE, 2014. 1. С. 95-100; http://ieeexplore.ieee.org/xpl/articleDetails.jsp?tp=&arnumber=6931138&pageNumber%3D4%26rowsPerPage%3D100%26queryText%3DICIEA+2014.