Least squares support vector machines for bandwidth reservation in wireless IP networks

Abstract

Future mobile wirelees Internet network will be based on Internet Protocol (IP) version 6. In this paper we describe an approach for obtaining a bandwidth reservation mechanism in the process of handoff in the wireless IP network. In our approach, we adopt the least squares support vector machines (LS-SVM) method to minimize the probability of a new call blocking and the probability of dropping a call during the connection transfer between the cells. Simulation experiments show that In the environments with some types of traffic, a mechanism based on LS-SVM achieves good performance measures in bandwidth reservation. © Springer-Verlag Berlin Heidelberg 2006.