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Optimal Fronthaul Compression for Synchronization in the Uplink of Cloud Radio Access Networks

机译:云上行同步的最优前传压缩   无线接入网络

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摘要

A key problem in the design of cloud radio access networks (CRANs) is that ofdevising effective baseband compression strategies for transmission on thefronthaul links connecting a remote radio head (RRH) to the managing centralunit (CU). Most theoretical works on the subject implicitly assume that theRRHs, and hence the CU, are able to perfectly recover time synchronization fromthe baseband signals received in the uplink, and focus on the compression ofthe data fields. This paper instead dose not assume a priori synchronization ofRRHs and CU, and considers the problem of fronthaul compression design at theRRHs with the aim of enhancing the performance of time and phasesynchronization at the CU. The problem is tackled by analyzing the impact ofthe synchronization error on the performance of the link and by adoptinginformation and estimationtheoretic performance metrics such as therate-distortion function and the Cramer-Rao bound (CRB). The proposed algorithmis based on the Charnes-Cooper transformation and on the Difference of Convex(DC) approach, and is shown via numerical results to outperform conventionalsolutions.
机译:云无线电接入网络(CRAN)设计中的关键问题是设计有效的基带压缩策略,以在将远程无线电头(RRH)连接到管理中央单元(CU)的前传链路上进行传输。关于该主题的大多数理论工作都隐含地认为,RRH和CU能够从上行链路中接收的基带信号中完美恢复时间同步,并专注于数据字段的压缩。相反,本文不假定RRH和CU具有先验同步,并考虑了RRH的前传压缩设计问题,目的是增强CU的时间和相位同步性能。通过分析同步错误对链路性能的影响并采用信息和估计理论性能指标(如速率失真函数和Cramer-Rao边界(CRB))来解决该问题。该算法基于Charnes-Cooper变换和凸差(DC)方法,并通过数值结果表明其性能优于常规解。

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