- Tytuł:
- Deployment of an Agent-based SANET Architecture for Healthcare Services
- Autorzy:
-
Chiu, C.
Chaczko, Z. - Powiązania:
- https://bibliotekanauki.pl/articles/226290.pdf
- Data publikacji:
- 2011
- Wydawca:
- Polska Akademia Nauk. Czytelnia Czasopism PAN
- Tematy:
-
BDI Agent Framework
Extended Kohonen Maps (EKM)
healthcare infrastructures
Rao-Blackwell filtering
Sensor Actuator Networks (SANETs) - Opis:
- This paper describes the adaptation of a computational technique utilizing Extended Kohonen Maps (EKMs) and Rao-Blackwell-Kolmogorov (R-B) Filtering mechanisms for the administration of Sensor-Actuator networks (SANETs). Inspired by the BDI (Belief-Desire-Intention) Agent model from Rao and Georgeff, EKMs perform the quantitative analysis of an algorithmic artificial neural network process by using an indirect-mapping EKM to self-organize, while the Rao-Blackwell filtering mechanism reduces the external noise and interference in the problem set introduced through the self-organization process. Initial results demonstrate that a combinatorial approach to optimization with EKMs and Rao-Blackwell filtering provides an improvement in event trajectory approximation in comparison to standalone cooperative EKM processes to allow responsive event detection and optimization in patient healthcare.
- Źródło:
-
International Journal of Electronics and Telecommunications; 2011, 57, 3; 309-315
2300-1933 - Pojawia się w:
- International Journal of Electronics and Telecommunications
- Dostawca treści:
- Biblioteka Nauki
Artykuł