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Journal ArticleDOI

Noncooperative Cellular Wireless with Unlimited Numbers of Base Station Antennas

Thomas L. Marzetta
- 01 Nov 2010 - 
- Vol. 9, Iss: 11, pp 3590-3600
TLDR
A cellular base station serves a multiplicity of single-antenna terminals over the same time-frequency interval and a complete multi-cellular analysis yields a number of mathematically exact conclusions and points to a desirable direction towards which cellular wireless could evolve.
Abstract
A cellular base station serves a multiplicity of single-antenna terminals over the same time-frequency interval. Time-division duplex operation combined with reverse-link pilots enables the base station to estimate the reciprocal forward- and reverse-link channels. The conjugate-transpose of the channel estimates are used as a linear precoder and combiner respectively on the forward and reverse links. Propagation, unknown to both terminals and base station, comprises fast fading, log-normal shadow fading, and geometric attenuation. In the limit of an infinite number of antennas a complete multi-cellular analysis, which accounts for inter-cellular interference and the overhead and errors associated with channel-state information, yields a number of mathematically exact conclusions and points to a desirable direction towards which cellular wireless could evolve. In particular the effects of uncorrelated noise and fast fading vanish, throughput and the number of terminals are independent of the size of the cells, spectral efficiency is independent of bandwidth, and the required transmitted energy per bit vanishes. The only remaining impairment is inter-cellular interference caused by re-use of the pilot sequences in other cells (pilot contamination) which does not vanish with unlimited number of antennas.

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Citations
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Journal ArticleDOI

Scaling Up MIMO: Opportunities and Challenges with Very Large Arrays

TL;DR: The gains in multiuser systems are even more impressive, because such systems offer the possibility to transmit simultaneously to several users and the flexibility to select what users to schedule for reception at any given point in time.
Journal ArticleDOI

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Journal ArticleDOI

Energy and Spectral Efficiency of Very Large Multiuser MIMO Systems

TL;DR: In this paper, the tradeoff between the energy efficiency and spectral efficiency of a single-antenna system is quantified for a channel model that includes small-scale fading but not large scale fading, and it is shown that the use of moderately large antenna arrays can improve the spectral and energy efficiency with orders of magnitude compared to a single antenna system.
References
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Journal ArticleDOI

Network Duality for Multiuser MIMO Beamforming Networks and Applications

TL;DR: This work applies the network duality to the joint MIMO beamforming and power control problem with individual SINR constraints, and proposes a high-performance iterative algorithm which, compared with past centralized approaches, has improved convergence behavior.
Journal ArticleDOI

Adapting a downlink array from uplink measurements

TL;DR: It is demonstrated that obtaining a good estimate of the uplink covariance matrix is not essential for the successful operation of the adaptive scheme, and even when the mobile is at rest and the uplinking information comprises only a single snapshot from the receiver array, an adaptive scheme can improve the SNR.
Journal ArticleDOI

Antenna Packing in Low-Power Systems: Communication Limits and Array Design

TL;DR: Using spectral efficiency as a target metric for array optimization, it is shown that any array configuration, transmit or receive, can be characterized via a parameter that is interpreted as ldquoeffective degrees of freedom, which describes the best possible performance for any transceiver array which confines its elements inside a given space.
Proceedings ArticleDOI

Evolution of Base Stations in Cellular Networks: Denser Deployment versus Coordination

TL;DR: This work adopts the criterion to maximize the minimum spectral efficiency of served users with a certain user outage constraint, and considers another approach by dividing the system into microcells through denser base station deployment.
Proceedings Article

On Limits of Antenna Packing in Low Power Systems

TL;DR: The notion of antenna-space capacity measures the maximum growth of spectral efficiency that antenna configuration can achieve, given arbitrary number of antennas, and has a practical utility as a benchmark for design of actual antenna configurations.
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