Title :
Performance evaluation of wire pairs in telecommunications networks by fuzzy and evolutionary models
Author :
Lilik, Ferenc ; Koczy, Laszlo T.
Author_Institution :
Szechenyi Istvan Univ., Györ, Hungary
Abstract :
This paper is dealing with a new approach for the performance evaluation of symmetrical wire pairs of telecommunications access networks. In this method the determination of the available data transmission rates is performed by fuzzy inference systems. The telecommunications environment and the physical parameters that influence the transmission are briefly reviewed. Two methods used for the creation of the rule bases and an easy way for the evaluation for the observations of the physical system are presented.
Keywords :
data communication; evolutionary computation; fuzzy reasoning; fuzzy set theory; knowledge based systems; performance evaluation; subscriber loops; telecommunication computing; wires (electric); data transmission rates; evolutionary models; fuzzy inference systems; fuzzy models; performance evaluation; rule bases; symmetrical wire pairs; telecommunication access networks; telecommunications services; Bit rate; Data communication; Insertion loss; Loss measurement; Noise; Performance evaluation; Wires;
Conference_Titel :
AFRICON, 2013
Conference_Location :
Pointe-Aux-Piments
Print_ISBN :
978-1-4673-5940-5
DOI :
10.1109/AFRCON.2013.6757602