Cross-layer utility-based system optimization
conference paper
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.
TNO Identifier
485163
Source title
16th International Conference on Information Fusion, FUSION 2013, 9-12 July 2013, Istanbul, Turkey
Pages
507-514