OFDMA蜂窝网络中一种基于TLBO的节能基站切换和用户子载波分配算法

Danial Davarpanah, M. Zamani, M. Eslami, T. Niknam
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引用次数: 0

摘要

考虑了具有正交频分多址(OFDMA)的蜂窝网络的下行链路。在保证用户服务质量的情况下,联合基站关闭和用户子载波分配被证明是降低网络总功耗的一种很有前途的方法。然而,解决上述混合整数和非线性优化问题需要稳健和强大的优化技术。本文采用基于教学的优化算法来降低蜂窝网络的总功耗。结果表明,所提出的技术能够通过确定要关闭的基站的接近最优集合和接近最优的子载波用户分配来降低网络的总功耗。结果表明,该方案优于现有的基站关断方案。验证了所提出的基于TLBO的技术的鲁棒性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A TLBO-BASED ENERGY EFFICIENT BASE STATION SWITCH OFF AND USER SUBCARRIER ALLOCATION ALGORITHM FOR OFDMA CELLULAR NETWORKS
Downlink of a cellular network with orthogonal frequency-division multiple access (OFDMA) is considered. Joint base station switch OFF and user subcarrier-allocation with guaranteed user quality of service, is shown to be a promising approach for reducing network’s total power consumption. However, solving the aforementioned mix-integer and nonlinear optimization problem requires robust and powerful optimization techniques. In this paper, teaching-learning based optimization algorithm has been adopted to lower cellular network’s total power consumption. The results show that the proposed technique is able to reduce network’s total power consumption by determining a near optimum set of base stations to be switched OFF and near optimum subcarrier-user assignments. It is shown that the proposed scheme is superior to existing base station switch OFF schemes. Robustness of the proposed TLBO-based technique is verified.
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