Title :
A Mutual Influence Detection Algorithm for Systems with Local Performance Measurement
Author :
Stefan Rudolph;Sven Tomforde;Bernhard Sick;Jörg Hähner
Abstract :
Self-adapting and self-organizing systems with local neighbor ship relations can face implicit mutual influences that may prevent an optimal behavior of the system. In this work, we present a novel algorithm that detects these influences in systems with local performance measures. We demonstrate the benefit of this algorithm by applying it to a smart camera network scenario, where neighbored cameras share parts of their fields of view. Furthermore, we discuss the gain of performance in learning camera control strategies.
Keywords :
"Mutual information","Smart cameras","Microwave integrated circuits","Yttrium","Random variables","Correlation"
Conference_Titel :
Self-Adaptive and Self-Organizing Systems (SASO), 2015 IEEE 9th International Conference on
DOI :
10.1109/SASO.2015.23