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

10.8k citations

Showing 2014 · cs.ITShow all

6 papers · 2 filters

cs.IT2014★ 240 cited

An ESPRIT-Based Approach for 2-D Localization of Incoherently Distributed Sources in Massive MIMO Systems

Anzhong Hu, Tiejun Lv, Hui Gao +2

In this paper, an approach of estimating signal parameters via rotational invariance technique (ESPRIT) is proposed for two-dimensional (2-D) localization of incoherently distribut…

cs.IT2014★ 185 cited

Aspects of Favorable Propagation in Massive MIMO

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

Favorable propagation, defined as mutual orthogonality among the vector-valued channels to the terminals, is one of the key properties of the radio channel that is exploited in Mas…

cs.IT2014

Matching theory for priority-based cell association in the downlink of wireless small cell networks

Omid Semiari, Walid Saad, Stefan Valentin +2

The deployment of small cells, overlaid on existing cellular infrastructure, is seen as a key feature in next-generation cellular systems. In this paper, the problem of user associ…

cs.IT2014★ 9 cited

Optimal Design of Energy-Efficient Multi-User MIMO Systems: Is Massive MIMO the Answer?

Emil Björnson, Luca Sanguinetti, Jakob Hoydis +1

Assume that a multi-user multiple-input multiple-output (MIMO) system is designed from scratch to uniformly cover a given area with maximal energy efficiency (EE). What are the opt…

cs.IT2014★ 22 cited

On the Average Performance of Caching and Coded Multicasting with Random Demands

Mingyue Ji, Antonia M. Tulino, Jaime Llorca +1

For a network with one sender, receivers (users) and possible messages (files), caching side information at the users allows to satisfy arbitrary simultaneous demands by se…

cs.IT2014★ 19 cited

Caching and Coded Multicasting: Multiple Groupcast Index Coding

Mingyue Ji, Antonia M. Tulino, Jaime Llorca +1

The capacity of caching networks has received considerable attention in the past few years. A particularly studied setting is the case of a single server (e.g., a base station) and…