2013 · 106 citations · 15 references
EngineeringComputer ScienceElectrical EngineeringAntennasComputer NetworksWireless CommunicationsBeamformingChannel EstimationCommunication NetworksInterference ManagementMassive Multiple-input Multiple-outputWireless NetworksChannel ReciprocityHeterogeneous Cellular NetworksHeterogeneous NetworksInterferenceInterference CancellationMassive Mimo PrecodingPrecodingWireless Network Architecture
We propose a time division duplex (TDD) based network architecture where a macrocell tier with a “massive” multiple-input multiple-output (MIMO) base station (BS) is overlaid with a dense tier of small cells (SCs). In this context, the TDD protocol and the resulting channel reciprocity have two compelling advantages. First, a large number of BS antennas can be deployed without incurring a prohibitive overhead for channel training. Second, the BS can estimate the interference covariance matrix from the SC tier which can be leveraged for downlink precoding. In particular, the BS designs its precoding vectors to transmit independent data streams to its users while being orthogonal to the subspace spanned by the strongest interference directions; thereby minimizing the sum interference imposed on the SCs. In other words, the BS “sacrifices” some of its antennas for interference cancellation while the TDD protocol allows for an implicit coordination across both tiers. Simulation results suggest that, given a sufficiently large number of BS antennas, the proposed scheme can significantly improve the sum-rate of the SC tier at the price of a small macro performance loss.
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Scaling up MIMO: Opportunities and challenges with very large arrays
2013 · 4.3K citations
Femtocells: Past, Present, and Future
Jeffrey G. Andrews, Mischa Döhler, Sundeep Rangan et al. · IEEE Journal on Selected Areas in Communications · 2012 · 1.2K citations