Hopfield Neural Network - based Approach for Joint Dynamic Resource Allocation in Heterogeneous Wireless Networks

摘要

This paper presents a comprehensive approach to solve the problem of Joint Dynamic Resource Allocation (JDRA) in heterogeneous wireless networks using a Hopfield Neural Network (HNN). A generic formulation for packet services with delay constraints is proposed to decide the optimal bit rate and Radio Access Technology (RAT) allocation. Some illustrative simulations results in a basic scenario are presented to evaluate performance of the proposed algorithm.