电子科技大学学报2016，Vol.45Issue(5)：726-731,743,7.DOI:10.3969/j.issn.1001-0548.2016.05.003
基于ADMM的分布式功率分配和接入控制联合优化算法
Distributed Method for Joint Power Allocation and Admission Control Based on ADMM Framework
摘要
Abstract
The traditional green networks are usually achieved by minimizing the transmit power under some quality of service (QoS) constraints. In this paper, admission control is integrated with power allocation to pursue further performance improvement in green communication. This technique enables the network to serve as many users as possible when the network cannot guarantee all the users’ QoS requirements. Moreover, it classifies the users and picks out a subset of admissible users whose QoS constraints can be easily satisfied with relatively low power consumption; thus the power efficiency is improved. After approximating the original joint power and admission control problem by a convex sparse optimization problem, an efficient distributed algorithm is developed for the approximated problem by fitting it into the alternating direction method of multipliers (ADMM) framework. Specifically, each iteration of ADMM can be computed in closed form, thus giving it very low complexity. The effectiveness of the proposed algorithm is validated by a series of numerical simulations.关键词
用户接入控制/交错方向乘子法/分布式算法/绿色网络/功率分配/稀疏优化Key words
admission control/alternating direction method of multipliers/distributed algorithm/green network/power allocation/sparse optimization分类
信息技术与安全科学引用本文复制引用
林静然,姜昌旭,利强,邵怀宗,李玉柏..基于ADMM的分布式功率分配和接入控制联合优化算法[J].电子科技大学学报,2016,45(5):726-731,743,7.基金项目
国家自然科学基金(61471103，61401073)；四川省应用基础项目(2015JY0102) （61471103，61401073）
