Economy-efficient resource allocation in cloud radio access networks with fronthaul capacity constraints

Yayun Wang, M. Peng, Kecheng Zhang
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引用次数: 3

Abstract

As an advanced paradigm, the cloud radio access network (C-RAN) promises high spectral efficiency (SE) and energy efficiency (EE). However, the capacity-constrained fronthaul has become a key performance bottleneck for C-RANs. Generally, the traditional SE and EE are utilized to evaluate radio transmit performances without considering fronthaul cost, which is always the major concern for operators. In this paper, an economical spectral efficiency (ESE) is proposed to jointly take traditional SE/EE and the impact of wired/wireless fronthaul into account. Aiming at maximizing ESE, a non-convex beamformer design problem with fronthaul capacity and transmit power constraints is formulated. To deal with this non-convexity, the primal problem is transformed to an equivalent problem, which is solved by the weighted minimum mean square error approach. Simulation results demonstrate that the proposed algorithm can significantly improve ESE, in which the impact of fronthaul on ESE is evaluated and analyzed as well.
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具有前传容量约束的云无线接入网络中经济高效的资源分配
作为一种先进的范例,云无线接入网(C-RAN)承诺高频谱效率(SE)和能源效率(EE)。然而,容量受限的前传已经成为c - ran的主要性能瓶颈。通常使用传统的SE和EE来评估无线电发射性能,而不考虑前传成本,这一直是运营商关注的主要问题。本文提出了一种综合考虑传统频谱效率和有线/无线前传影响的经济频谱效率(ESE)。以最大等效空间为目标,提出了具有前传容量和发射功率约束的非凸波束形成器设计问题。为了处理这种非凸性,将原问题转化为等效问题,采用加权最小均方误差法求解。仿真结果表明,本文提出的算法能够显著提高自动识别能力,并对前传对自动识别能力的影响进行了评估和分析。
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