Object
Title: Distributed scheduling of sensor networks for identification of spatio-temporal processes
Group publication title:
Abstract:
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 parameter ; 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.
Publisher:
Zielona Góra: Uniwersytet Zielonogórski
Contributor:
Korbicz, Józef - red. ; Uciński, Dariusz - red.
DOI:
Pages:
Source:
AMCS, Volume 22, Number 2 (2012)
Language:
Rights:
Biblioteka Uniwersytetu Zielonogórskiego
Object collections:
- Zielonogórska Biblioteka Cyfrowa > Repozytorium > Jednostki organizacyjne > Wydział Informatyki, Elektrotechniki i Automatyki
- Zielonogórska Biblioteka Cyfrowa > Repozytorium > Typy utworów > Artykuły
- Zielonogórska Biblioteka Cyfrowa > Repozytorium > Czasopisma naukowe wydawane na UZ > International Journal of Applied Mathematics and Computer Science (AMCS)
- Zielonogórska Biblioteka Cyfrowa > Repozytorium > Czasopisma naukowe wydawane na UZ > International Journal of Applied Mathematics and Computer Science (AMCS) > International Journal of Applied Mathematics and Computer Science (AMCS) (2012)
Last modified:
Aug 31, 2018
In our library since:
Aug 31, 2018
Number of object content hits:
10
All available object's versions:
https://www.zbc.uz.zgora.pl/publication/55086
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| Edition name | Date |
|---|---|
| Distributed scheduling of sensor networks for identification of spatio-temporal processes | Aug 31, 2018 |