Title :
Cross-layer utility-based system optimization
Author :
Ditzel, Maarten ; Kester, Leon ; van den Broek, Sebastiaan ; van Rijn, Martin
Author_Institution :
TNO, The Hague, Netherlands
Abstract :
Multilevel fusion systems need provisions to optimally schedule scarce processing and communication resources. To this end, we explore the idea of using utility-based metrics to optimize the run-time operation of a computation and communication constrained multilevel system, including automatic decision support measures such as course of action planning. In a simplified case study, we extend a processing chain with local utility-based run-time feedback mechanisms. This allows the processes in the distributed chain to improve their behavior towards a common measure of effectiveness using local interactions only. Simulation results show an increased performance of utility-based optimization over constant rate or random techniques.
Keywords :
optimisation; scheduling; sensor fusion; automatic decision support measures; communication constrained multilevel system; communication resources; cross layer utility based system optimization; distributed chain; multilevel fusion systems; optimally schedule scarce processing; run time operation; utility based metrics; utility based optimization; utility based run time feedback mechanisms; Optimization; Planning; Sensitivity; Sensors; State estimation; autonomous systems; distributed fusion; fusion management; system architecture; system design; system modeling;
Conference_Titel :
Information Fusion (FUSION), 2013 16th International Conference on
Conference_Location :
Istanbul
Print_ISBN :
978-605-86311-1-3