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20112026
most citedLearning to Optimize: Training Deep Neural Networks for Wireless Resource Management

895 citations · 5.3k across the 104 of their papers we have counts for

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Showing 2011 · cs.ITShow all

5 papers · 2 filters

cs.IT2011★ 2 cited

Lower Bounds Optimization for Coordinated Linear Transmission Beamformer Design in Multicell Network Downlink

Mingyi Hong, Alfredo Garcia, J. Joaquin Escudero Garzas +1

We consider the coordinated downlink beamforming problem in a cellular network with the base stations (BSs) equipped with multiple antennas, and with each user equipped with a sing…

cs.IT2011★ 26 cited

Joint Distributed Access Point Selection and Power Allocation in Cognitive Radio Networks

Mingyi Hong, Alfredo Garcia, Jorge Alviar

Spectrum management has been identified as a crucial step towards enabling the technology of the cognitive radio network (CRN). Most of the current works dealing with spectrum mana…

cs.IT2011

Distributed Uplink Resource Allocation in Cognitive Radio Networks -- Part II: Equilibria and Algorithms for Joint Access Point Selection and Power Allocation

Mingyi Hong, Alfredo Garcia, Jorge Barrera

In the first part of this paper, we have studied solely the spectrum sharing aspect of the above problem, and proposed algorithms for the CUs in the single AP network to efficientl…

cs.IT2011★ 4 cited

Distributed Uplink Resource Allocation in Cognitive Radio Networks -- Part I: Equilibria and Algorithms for Power Allocation

Mingyi Hong, Alfredo Garcia, Stephen Wilson

Spectrum management has been identified as a crucial step towards enabling the technology of a cognitive radio network (CRN). Most of the current works dealing with spectrum manage…

cs.IT2011★ 27 cited

Averaged Iterative Water-Filling Algorithm: Robustness and Convergence

Mingyi Hong, Alfredo Garcia

The convergence properties of the Iterative water-filling (IWF) based algorithms have been derived in the ideal situation where the transmitters in the network are able to obtain t…