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首页> 外文期刊>Journal of intelligent & fuzzy systems: Applications in Engineering and Technology >An efficient genetic-based downlink resource allocation scheme in LTE base stations
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An efficient genetic-based downlink resource allocation scheme in LTE base stations

机译:LTE基站中一种高效的基于遗传的下行资源分配方案

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摘要

Long term evolution (LTE) base stations (BS) are greatly capable of improving various wireless services. As the amazingly rapid explosion of demands of various network-service applications, how to apropos design an efficient and effective resource allocation scheme for satisfying users' requirements in all perspectives in LTE BSs plays a crucial role. In this study, a state-of-the-art genetic-based resource allocation scheme has now been proposed in LTE BSs for downlink transmissions. The presented scheme supports multi-priority users and employs an aptly modified proportional fair based utility function as the performance metric. The performance evaluation of the proposed scheme is shown able to nearly achieve the optimal solution in an acceptable short time interval of few genetic generations in practice.
机译:长期演进(LTE)基站(BS)极大地能够改善各种无线服务。随着各种网络服务应用需求的飞速增长,如何适当设计一种高效,有效的资源分配方案来满足LTE BS各个方面的用户需求至关重要。在这项研究中,目前已经在LTE BS中提出了一种基于遗传资源的最新技术,用于下行链路传输。提出的方案支持多优先级用户,并采用适当修改的基于比例公平的效用函数作为性能指标。实践证明,所提出方案的性能评估能够在可接受的短时间间隔内几乎没有遗传几代人的情况下达到最佳解决方案。

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