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19982021
most citedEmpirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

10.8k citations

Showing 2013 · cs.ITShow all

11 papers · 2 filters

cs.IT2013★ 25 cited

A Dynamic Clustering and Resource Allocation Algorithm for Downlink CoMP Systems with Multiple Antenna UEs

Paolo Baracca, Federico Boccardi, Nevio Benvenuto

Coordinated multi-point (CoMP) schemes have been widely studied in the recent years to tackle the inter-cell interference. In practice, latency and throughput constraints on the ba…

cs.IT2013★ 30 cited

Massive MU-MIMO Downlink TDD Systems with Linear Precoding and Downlink Pilots

Hien Quoc Ngo, Erik G. Larsson, Thomas L. Marzetta

We consider a massive MU-MIMO downlink time-division duplex system where a base station (BS) equipped with many antennas serves several single-antenna users in the same time-freque…

cs.IT2013★ 2 cited

Designing Multi-User MIMO for Energy Efficiency: When is Massive MIMO the Answer?

Emil Björnson, Luca Sanguinetti, Jakob Hoydis +1

Assume that a multi-user multiple-input multiple-output (MIMO) communication system must be designed to cover a given area with maximal energy efficiency (bit/Joule). What are the…

cs.IT2013★ 7 cited

On the Convergence Speed of Spatially Coupled LDPC Ensembles

Vahid Aref, Laurent Schmalen, Stephan ten Brink

Spatially coupled low-density parity-check codes show an outstanding performance under the low-complexity belief propagation (BP) decoding algorithm. They exhibit a peculiar conver…

cs.IT2013★ 2 cited

Approaching the Rate-Distortion Limit with Spatial Coupling, Belief propagation and Decimation

Vahid Aref, Nicolas Macris, Marc Vuffray

We investigate an encoding scheme for lossy compression of a binary symmetric source based on simple spatially coupled Low-Density Generator-Matrix codes. The degree of the check n…

cs.IT2013★ 963 cited

Massive MIMO Systems with Non-Ideal Hardware: Energy Efficiency, Estimation, and Capacity Limits

Emil Björnson, Jakob Hoydis, Marios Kountouris +1

The use of large-scale antenna arrays can bring substantial improvements in energy and/or spectral efficiency to wireless systems due to the greatly improved spatial resolution and…