Title :
System formation algorithm of communication network quality factors using artificial neural networks
Author :
Paraschuk, Igor B.
Author_Institution :
St. Petersburg Mil. Telecommun. Univ., Russia
Abstract :
This report discusses the system formation algorithm of communication network quality factors in the interests of efficiency analysis of its functioning and further introduction of controlling effects. The supposed algorithm is based on application of artificial neural network methods and allows one to exclude uncertainty when choosing quality factors awaiting estimation. An example of practical use of this algorithm for synthesis of a communication network quality factor system is shown.
Keywords :
Q-factor; cognitive systems; decision support systems; neural nets; telecommunication computing; telecommunication network management; artificial neural networks; communication network quality factors; controlling effects; efficiency analysis; system formation algorithm; uncertainty; Artificial neural networks; Communication networks; Communication system control; Control system synthesis; Control systems; Decision making; Expert systems; Network synthesis; Q factor; Uncertainty;
Conference_Titel :
Circuits and Systems for Communications, 2002. Proceedings. ICCSC '02. 1st IEEE International Conference on
Print_ISBN :
5-7422-0260-1
DOI :
10.1109/OCCSC.2002.1029092
