Title :
QoS Prediction for High Speed Packet Access Networks
Author :
Yuting Sun ; Tsang, K.F. ; Tung, H.Y. ; Lam, K.L. ; Ko, K.T.
Abstract :
By employing Bayesian neural network, a new QoS prediction algorithm for high speed packet access network has been developed. Network performances are evaluated based on a well developed call admission control scheme, namely the tri-threshold bandwidth reservation scheme. The algorithm helps to improve the resource management, thus saving the cost and bandwidth.
Keywords :
Bayes methods; bandwidth allocation; neural nets; packet radio networks; quality of service; radio access networks; resource allocation; telecommunication computing; telecommunication congestion control; Bayesian neural network; QoS prediction; call admission control; high speed packet access network; network performance evaluation; resource management; tri-threshold bandwidth reservation; Bandwidth; Bayesian methods; Call admission control; Intelligent networks; Neural networks; Prediction algorithms; Quality of service; Sun; Training data; Wideband;
Conference_Titel :
Consumer Communications and Networking Conference, 2008. CCNC 2008. 5th IEEE
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4244-1456-7
Electronic_ISBN :
978-1-4244-1457-4
DOI :
10.1109/ccnc08.2007.182
