| Titre : | Distributed interpolation schemes for field estimation by mobile sensor networks (2011) |
| Auteurs : | Sonia Martinez, Auteur |
| Type de document : | Article : texte imprimé |
| Dans : | IEEE Transactions on control systems technology (Vol. 18 N° 2, Mars 2010) |
| Article en page(s) : | pp. 491-500 |
| Note générale : | Génie Aérospatial |
| Langues : | Anglais |
| Index. décimale : | 629.1 |
| Tags : | Consensus filters Cooperative control Coverage problems Distributed estimation Mobile sensor networks |
| Résumé : |
We introduce a procedure to adapt local interpolations to represent spatial fields as they are measured by a mobile sensor network. The scheme incorporates new sensor (synchronous) measurements in a similar fashion to a Kalman filter-like recursion. We derive necessary conditions that allow the distributed computation of the recursion and present an algorithm that makes use of agreement rules that satisfy them. We show how the nearest neighbor interpolation scheme is compatible with the motion coordination algorithm for region coverage proposed in. Finally, we illustrate the performance of the algorithms in simulation.
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| DEWEY : | 629.1 |
| ISSN : | 1063-6536 |
| En ligne : | http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=5229132 |
