Adaptive Resource Allocation Algorithm in Wireless Access Network

Abstract: Wireless network state varies with the surrounding environment, however, the existing resourceallocation algorithm cannot adapt to the varying network state, which results to the underutilization of frequency and power resource. Therefore, in this paper, we propose an adaptive resource allocation algorithm which can efficiently adapt to the varying network state by building an optimal mathematical model and then changing the weighted value of the objective function. Furthermore, the optimal allocation of subcarrier and power is derived by using the Lagrange dual decomposition and the subgradient method. Simulation results show that the proposed algorithm can adaptively allocate the resource to the users according to the varying user density which represents the network state.
Keywords: wireless access network, network environment, adaptive, resource allocation, lagrange dual
Author: Zhanjun Liu, Yue Shen, Zhonghua Yu, Fengxie Qin, Qianbin Chen
Journal Code: jptkomputergg160274

Artikel Terkait :