IEEE Wireless Communications Letters · 2018 · 54 citations · 10 references
EngineeringComputer EngineeringElectrical EngineeringAntennasMicrowave EngineeringWireless CommunicationsAntenna ArraysAntenna DesignBeamformingMassive Multiple-input Multiple-outputMimo AntennasPower OptimizationBeamforming TechniquesEnergy Efficiency EvaluationHybrid BeamformingMassive Mimo Hybrid BeamformingMulti-input Multi-output SystemsMultiple-input Multiple-output BeamformingPhase ShiftersSpectral Efficiency
Hybrid beamforming architectures provide promising solutions to harness the benefits of massive multi-input multi-output systems by incorporating phase shifters, switches, or their combinations. This letter addresses the design of such architectures from an energy efficiency (EE) perspective. We provide closed-form expressions to compare several promising hybrid beamforming architectures, and also derive optimal numbers of antennas required for maximizing the EE. Our results indicate that the asymptotic closed-forms provide a good approximation even for a relatively small number of antennas. Moreover, the combination of phase shifters and switches offers significantly higher EE versus conventional phase shifter-only architectures, while nearly preserving spectral efficiency.
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Robert M. Corless, Gastón H. Gonnet, D. E. G. Hare et al. · Advances in Computational Mathematics · 1996 · 6.2K citations