67207

Автор(ы): 

Автор(ов): 

3

Параметры публикации

Тип публикации: 

Доклад

Название: 

Recovery Methods of Unmeasured Variables for Biological Models

DOI: 

10.1109/MLSD52249.2021.9600246

Наименование конференции: 

  • 2021 14th International Conference "Management of Large-Scale System Development" (MLSD)

Наименование источника: 

  • Proceedings of the 14th International Conference "Management of Large-Scale System Development" (MLSD)

Город: 

  • Moscow

Издательство: 

  • IEEE

Год издания: 

2021

Страницы: 

1-4 https://ieeexplore.ieee.org/document/9600246
Аннотация
The paper presents modeling the SA-node operation. This research aims at comparing two different methods for constructing an observer according to some characteristics of numerical simulation for the pacemaker model: a nonlinear observer with linear error dynamics and a lower-order observer with nonlinear corrections. We compare two different observers using qualitative characteristics. The results show that the nonlinear observer with small tuning parameters converges more slowly than a lower-order observer. The nonlinear observer has the best accuracy with small tuning parameters. In the case of real-time monitoring, it is more optimal to use the nonlinear observer with linear error dynamics because it does not require a small integration step. The results can be appliyed to the further simulition of biological systems.

Библиографическая ссылка: 

Ткачева О.С., Виноградова М.С., Уткин А.В. Recovery Methods of Unmeasured Variables for Biological Models / Proceedings of the 14th International Conference "Management of Large-Scale System Development" (MLSD). Moscow: IEEE, 2021. С. 1-4 https://ieeexplore.ieee.org/document/9600246.