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Cell-Free Massive MIMO with Limited Backhaul

Authors: Manijeh Bashar; Kanapathippillai Cumanan; Alister G. Burr; Hien Quoc Ngo; Mérouane Debbah;

Cell-Free Massive MIMO with Limited Backhaul

Abstract

We consider a cell-free Massive multiple-input multiple-output (MIMO) system and investigate the system performance for the case when the quantized version of the estimated channel and the quantized received signal are available at the central processing unit (CPU), and the case when only the quantized version of the combined signal with maximum ratio combining (MRC) detector is available at the CPU. Next, we study the max-min optimization problem, where the minimum user uplink rate is maximized with backhaul capacity constraints. To deal with the max-min non-convex problem, we propose to decompose the original problem into two sub-problems. Based on these sub-problems, we develop an iterative scheme which solves the original max-min user uplink rate. Moreover, we present a user assignment algorithm to further improve the performance of cell-free Massive MIMO with limited backhaul links. aaKeywords: Cell-free Massive MIMO, geometric programming, generalized eigenvalue problem, limited backhaul.

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United Kingdom
Keywords

FOS: Computer and information sciences, /dk/atira/pure/subjectarea/asjc/1700/1705, Computer Science - Information Theory, Information Theory (cs.IT), /dk/atira/pure/subjectarea/asjc/2200/2208, name=Computer Networks and Communications, 621, name=Electrical and Electronic Engineering, Generalized eigenvalue problem, Geometric programming, 620, Cell-free Massive MIMO, Limited backhaul

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selected citations
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This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
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popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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