Title :
Adaptive optimization algorithms for utility-driven resource allocation in reconfigurable multi-sensor networks
Author :
de Groot, Teun H. ; Krasnov, O.A. ; Yarovoy, Alexander
Author_Institution :
Microwave Technol. & Syst. for Radar, Delft Univ. of Technol., Delft, Netherlands
fDate :
Oct. 31 2012-Nov. 2 2012
Abstract :
Increase of sensor resource flexibility, realization of reconfigurability and creation of network capabilities in multisensor networks makes resource allocation a new challenging research area. In this paper, a novel resource-service approach is presented for the interaction between resource allocation and the reconfigurable resources within the multi-sensor network. The resource allocation algorithm goal is to maximize the system utility by finding the optimal set of services. This optimization problem is evaluated, and finally, algorithms are proposed to find near-optimal solutions for allocating the resources.
Keywords :
optimisation; resource allocation; sensor fusion; wireless sensor networks; adaptive optimization algorithms; optimization problem; reconfigurable multisensor networks; resource-service approach; system utility; utility-driven resource allocation; Adaptive algorithms; Algorithm design and analysis; Heuristic algorithms; Optimization; Radar; Resource management; Signal processing algorithms; greedy algorithms; reconfigurable resources; resource allocation; sensor network; utility-driven optimization;
Conference_Titel :
Radar Conference (EuRAD), 2012 9th European
Conference_Location :
Amsterdam
Print_ISBN :
978-1-4673-2471-7