论文标题

智能资源分配:超出最佳

Smart Resource Allocation: Beyond the Optimum

论文作者

Henarejos, Pol

论文摘要

处理广播方案已成为科学界的相关话题。由于干扰,资源管理提出了一个挑战,特别是当引入空间多样性时。许多研究都提出了理论基准,简化和低复杂的方案,但实际上很难实现。 当前作品的主要部分提出了迭代解决方案,这些解决方案远不及可行的结果。由于该问题不是凸,因此迭代溶液是过敏的。此外,他们总是需要渠道状态信息的全部知识。因此,反馈渠道通常无法承受,因此无法携带大量信息。 目前的工作旨在填补这一空白,从而提出了一个新的方案,从理论框架到现实方案。它引入了在传播方案中使用发射器的多个天线在广播方案中总和速率的最大化解决方案。该解决方案旨在实现现实,并在基站和用户设备之间分配复杂性。 另外,由于其构建,它打开了与LTE标准兼容的门,没有相关的更改。因此,它允许将资源分配与LTE环境中的调度任务相结合,满足反馈要求并最大化系统的总和。

Dealing with broadcast scenarios has become a relevant topic in the scientific community. Because of interference, resource management presents a challenge, specially when spatial diversity is introduced. Many researches presented theoretical benchmarks, simplifications and low complex schemes, but in fact it is difficult the real implementation. The major part of current works propose iterative solutions, which are far away of feasible results. Since the problem is not convex, iterative solutions are prohibitive. Moreover, they always require the full knowledge of the channel state information. Hence, the feedback channel is often unaffordable and makes impossible to carry a huge amount of information. The present work aims to fill this gap presenting a novel scheme, from the theoretical framework to realistic scheme. It introduces the solution of the maximization of the sum rate in the broadcast scenario with multiple antennas at the transmitter. This solution aims to be realistic and to distribute the complexity between the base station and user equipment. Also, due to its construction, it opens the door to be compatible with LTE standards with no relevant changes. Thus, it allows to combine the resource allocation with scheduling tasks in a LTE environment, fulfilling the feedback requirements and maximizing the sum rate of the system.

扫码加入交流群

加入微信交流群

微信交流群二维码

扫码加入学术交流群,获取更多资源