基于改进量子进化算法的TD-LTE系统动态资源分配

Hong-Chao Yan, Hai-Lin Liu, Qiang Wang
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引用次数: 2

摘要

针对交叉时隙(CTS)干扰严重影响系统性能的问题,提出了一种考虑交叉时隙干扰的TD-LTE分时双工长期演进系统模型。提出了一种改进的量子进化算法(QEA)来有效地求解该模型。该算法增加了一个基于可控非门的突变算子,提高了全局搜索能力,并具有较好的收敛性。仿真实验表明,提出的QEA能有效地解决这一问题。
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Dynamic Resource Allocation of TD-LTE System Based on Improved Quantum Evolutionary Algorithm
A new model of time division duplex long term evolution (TD-LTE) system considering crossed time slot (CTS) interference is proposed in this paper because CTS interference may greatly affect system performance. An improved quantum evolutionary algorithm (QEA) is put forward to solve the model efficiently. The proposed QEA enhances the global search capability and has a good convergence due to the increase of a mutation operator based on controlled-not gate. Simulation experiment shows that the proposed QEA is effective to solve the problem.
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