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

Beitrag in einer Fachzeitschrift


Details zur Publikation

Autorinnen und Autoren: He S, Wu Y, Ren J, Huang Y, Schober R, Zhang Y
Zeitschrift: IEEE Transactions on Wireless Communications
Jahr der Veröffentlichung: 2019
Band: 18
Heftnummer: 3
Seitenbereich: 1707 - 1722
ISSN: 1536-1276
Sprache: Englisch


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


FAU-Autorinnen und Autoren / FAU-Herausgeberinnen und Herausgeber

Schober, Robert Prof. Dr.-Ing.
Lehrstuhl für Digitale Übertragung


Einrichtungen weiterer Autorinnen und Autoren

Central South University
Shanghai Jiao Tong University / 上海交通大学
Southeast University / 东南大学


Zitierweisen

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.

BibTeX: 

Zuletzt aktualisiert 2019-11-08 um 11:53