- Tytuł:
- Distributed scheduling of sensor networks for identification of spatio-temporal processes
- Autorzy:
- Patan, M.
- Powiązania:
- https://bibliotekanauki.pl/articles/331419.pdf
- Data publikacji:
- 2012
- Wydawca:
- Uniwersytet Zielonogórski. Oficyna Wydawnicza
- Tematy:
-
układ o parametrach rozłożonych
estymacja parametrów
pomiar skaningowy
sieć sensorowa
distributed parameter system
parameter estimation
running consensus
scanning measurements - Opis:
- An approach to determine a scheduling policy for a sensor network monitoring some spatial domain in order to identify unknown parameters of a distributed system is discussed. Given a finite number of possible sites at which sensors are located, the activation schedule for scanning sensors is provided so as to maximize a criterion defined on the Fisher information matrix associated with the estimated parameters. The related combinatorial problem is relaxed through operating on the density of sensors in lieu of individual sensor positions. Then, based on the adaptation of pairwise communication algorithms and the idea of running consensus, a numerical scheme is developed which distributes the computational burden between the network nodes. As a result, a simple exchange algorithm is outlined to solve the design problem in a decentralized fashion.
- Źródło:
-
International Journal of Applied Mathematics and Computer Science; 2012, 22, 2; 299-311
1641-876X
2083-8492 - Pojawia się w:
- International Journal of Applied Mathematics and Computer Science
- Dostawca treści:
- Biblioteka Nauki
Artykuł