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On Fronthaul Compression and Transmission Strategies for Utility Maximization in C-RAN

机译:C-RAN中效用最大化的前传压缩和传输策略

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Utility maximization is a fundamental problem in cellular network optimization. This paper considers joint optimization of data compression and downlink transmission strategies in a cloud radio access network (C-RAN) with finite fronthaul capacity. Our aim is to maximize the system utility with given quality of service (QoS) requirements for the users in such a network. We propose to exploit the optimality conditions and design a low-complexity iterative algorithm to obtain local optimal solutions. Compared with standard interior-point algorithms, simulations show that the proposed algorithm can reduce the processing time to as low as 1/625 while achieving the same final results. Comparisons with other transmission strategies are performed using numerical simulations.
机译:实用性最大化是蜂窝网络优化中的一个基本问题。本文考虑了带有有限的Frontonault容量的云无线电接入网络(C-RAN)中的数据压缩和下行链路传输策略的联合优化。我们的目标是最大限度地利用赋予此类网络中的用户的服务质量(QoS)要求的系统实用程序。我们建议利用最优条件并设计低复杂性迭代算法,以获得当地最佳解决方案。与标准内部点算法相比,模拟表明,该算法可以将处理时间降低到1/625,同时实现相同的最终结果。使用数值模拟执行与其他传输策略的比较。

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