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Precoding and Power Optimization in Cell-Free Massive MIMO Systems

IEEE Transactions on Wireless Communications · 2017 · Vol. 16(7) · pp. 4445–4459
Elina NayebiAlexei AshikhminThomas L. MarzettaHong YangBhaskar D. Rao

Abstract

Cell-free Massive multiple-input multiple-output (MIMO) comprises a large number of distributed low-cost low-power single antenna access points (APs) connected to a network controller. The number of AP antennas is significantly larger than the number of users. The system is not partitioned into cells and each user is served by all APs simultaneously. The simplest linear precoding schemes are conjugate beamforming and zero-forcing. Max-min power control provides equal throughput to all users and is considered in this paper. Surprisingly, under max-min power control, most APs are found to transmit at less than full power. The zero-forcing precoder significantly outperforms conjugate beamforming. For zero-forcing, a near-optimal power control algorithm is developed that is considerably simpler than exact max-min power control. An alternative to cell-free systems is small-cell operation in which each user is served by only one AP for which power optimization algorithms are also developed. Cell-free Massive MIMO is shown to provide five- to ten-fold improvement in 95%-likely per-user throughput over small-cell operation.

Advanced MIMO Systems OptimizationEnergy Harvesting in Wireless NetworksCooperative Communication and Network CodingPrecodingMIMOBeamformingPower controlComputer scienceControl theory (sociology)Transmitter power outputZero-forcing precodingOptimization problemPower (physics)

Funding

  • National Science Foundation
  • King Abdulaziz City for Science and Technology
Citations
747
FWCI
33.65
field-weighted impact
References
34
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100%
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