Hybrid Precoder Design for Cache-Enabled Millimeter-Wave Radio Access Networks

He S, Wu Y, Ren J, Huang Y, Schober R, Zhang Y (2019)

Publication Type: Journal article

Publication year: 2019

Journal

IEEE Transactions on Wireless Communications Institute of Electrical and Electronics Engineers (IEEE)

Book Volume: 18

Pages Range: 1707-1722

Journal Issue: 3

DOI: 10.1109/TWC.2019.2895792

Abstract

In this paper, we study the design of a hybrid precoder, consisting of an analog and a digital precoder, for the delivery phase of downlink cache-enabled millimeter-wave (mm-wave) radio access networks (CeMm-RANs). In CeMm-RANs, enhanced remote radio heads (eRRHs), which are equipped with local cache and baseband signal processing capabilities in addition to the basic functionalities of conventional RRHs, are connected to the baseband processing unit via fronthaul links. Two different fronthaul information transfer strategies are considered, namely, hard fronthaul information transfer, where hard information of uncached requested files is transmitted via the fronthaul links to a subset of eRRHs, and soft fronthaul information transfer, where the fronthaul links are used to transmit quantized baseband signals of uncached requested files. The hybrid precoder is optimized for maximization of the minimum user rate under a fronthaul capacity constraint, an eRRH transmit power constraint, and a constant-modulus constraint on the analog precoder. The resulting optimization problem is non-convex, and hence, the global optimal solution is difficult to obtain. Therefore, convex approximation methods are employed to tackle the non-convexity of the achievable user rate, the fronthaul capacity constraint, and the constant modulus constraint on the analog precoder. Then, an effective algorithm with provable convergence is developed to solve the approximated optimization problem. The simulation results are provided to evaluate the performance of the proposed algorithms, where fully digital precoding is used as the benchmark. The results reveal that except for the case of a large fronthaul link capacity, soft fronthaul information transfer is preferable for CeMm-RANs. Furthermore, surprisingly, hybrid precoding outperforms fully digital precoding with soft fronthaul information transfer for medium-to-large file sizes and fronthaul capacity limited mm-wave cloud RANs.

Authors with CRIS profile

Robert Schober Lehrstuhl für Digitale Übertragung

Involved external institutions

Central South University CN China (CN) Shanghai Jiao Tong University / 上海交通大学 CN China (CN) Southeast University / 东南大学 CN China (CN)

How to cite

APA:

He, S., Wu, Y., Ren, J., Huang, Y., Schober, R., & Zhang, Y. (2019). Hybrid Precoder Design for Cache-Enabled Millimeter-Wave Radio Access Networks. IEEE Transactions on Wireless Communications, 18(3), 1707-1722. https://dx.doi.org/10.1109/TWC.2019.2895792

MLA:

He, Shiwen, et al. "Hybrid Precoder Design for Cache-Enabled Millimeter-Wave Radio Access Networks." IEEE Transactions on Wireless Communications 18.3 (2019): 1707-1722.

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