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首页> 外文期刊>Communications, IET >Resource allocation for hybrid energy powered cloud radio access network with battery leakage
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Resource allocation for hybrid energy powered cloud radio access network with battery leakage

机译:带电池泄漏的混合能源云无线电接入网的资源分配

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This study proposes a resource allocation policy for hybrid energy powered cloud radio access network with battery leakage. To optimise the network utility, the authors first formulate a network utility maximisation problem while jointly considering multiple random processes, which include energy harvesting, data arrival, wireless channel condition, and grid energy prices. To tackle this problem, they exploit the Lyapunov optimisation technique to develop an online dynamic resource allocation framework, which contains four subproblems, i.e. data admission, hybrid energy management, power allocation and route scheduling. Based on the solutions of these subproblems, a network utility optimisation resource allocation (ORA) algorithm is proposed. Specifically, the ORA algorithm only needs to track the current system states without requiring a prior knowledge about channel and energy conditions. Theoretical performance analyses and simulation results verify that the proposed algorithm can achieve close-to-optimal utility with bounded data buffer and battery capacity.
机译:这项研究提出了一种具有电池泄漏的混合能源供电的云无线电接入网络的资源分配策略。为了优化网络效用,作者首先提出了网络效用最大化的问题,同时共同考虑了多个随机过程,包括能量收集,数据到达,无线信道状况和电网能源价格。为了解决这个问题,他们利用Lyapunov优化技术开发了一个在线动态资源分配框架,该框架包含四个子问题,即数据接纳,混合能源管理,功率分配和路线调度。基于这些子问题的解决方案,提出了一种网络效用优化资源分配(ORA)算法。具体来说,ORA算法只需要跟踪当前系统状态,而无需事先了解信道和能量状况。理论性能分析和仿真结果验证了该算法在有限的数据缓冲区和电池容量的情况下可以达到接近最佳的效用。

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