output
20032025
most citedNatural Language Processing (almost) from Scratch

5.2k citations

Showing cs.ITShow all

15 papers · 1 filter

cs.IT2021

Six Critical Challenges for 6G Wireless Systems

Harsh Tataria, Mansoor Shafi, Mischa Dohler +1

A large number of papers are now appearing on sixth-generation (6G) wireless systems, covering different aspects, ranging from vision, architecture, applications, and technology br…

cs.IT2021

Channel Eigenvalues and Effective Degrees of Freedom of Reconfigurable Intelligent Surfaces

Shu Sun

As a promising candidate technology for the next-generation wireless communications, reconfigurable intelligent surface (RIS) has gained tremendous research interest in both the ac…

cs.IT2021★ 5 cited

Millimeter Wave and Terahertz Urban Microcell Propagation Measurements and Models

Yunchou Xing, Theodore S. Rappaport

Comparisons of outdoor Urban Microcell (UMi) large-scale path loss models, root mean square (RMS) delay spreads (DS), angular spreads (AS), and the number of spatial beams for exte…

cs.IT2021★ 1 cited

Single-Shot Compression for Hypothesis Testing

Fabrizio Carpi, Siddharth Garg, Elza Erkip

Enhanced processing power in the cloud allows constrained devices to offload costly computations: for instance, complex data analytics tasks can be computed by remote servers. Remo…

cs.IT2021★ 13 cited

Millimeter Wave and Sub-Terahertz Spatial Statistical Channel Model for an Indoor Office Building

Shihao Ju, Yunchou Xing, Ojas Kanhere +1

Millimeter-wave (mmWave) and sub-Terahertz (THz) frequencies are expected to play a vital role in 6G wireless systems and beyond due to the vast available bandwidth of many tens of…

cs.IT2021★ 102 cited

Propagation Measurements and Path Loss Models for sub-THz in Urban Microcells

Yunchou Xing, Theodore S. Rappaport

Terahertz frequency bands will likely be used for the next-generation wireless communication systems to provide data rates of hundreds of Gbps or even Tbps because of the wide swat…

cs.IT2021★ 1 cited

Can Massive MIMO Support URLLC?

Hangsong Yan, Alexei Ashikhmin, Hong Yang

We investigate the feasibility of using Massive MIMO to support URLLC in both coherence interval based and 3GPP compliant pilot settings. We consider grant-free uplink transmission…

cs.IT2020★ 8 cited

Independent Gaussian Distributions Minimize the Kullback-Leibler (KL) Divergence from Independent Gaussian Distributions

Song Fang, Quanyan Zhu

This short note is on a property of the Kullback-Leibler (KL) divergence which indicates that independent Gaussian distributions minimize the KL divergence from given independent G…

cs.IT2020

Optimally Supporting IoT with Cell-Free Massive MIMO

Hangsong Yan, Alexei Ashikhmin, Hong Yang

We study internet of things (IoT) systems supported by cell-free (CF) massive MIMO (mMIMO) with optimal linear channel estimation. For the uplink, we consider optimal linear MIMO r…

cs.IT2020★ 1 cited

Fundamental Limits of Obfuscation for Linear Gaussian Dynamical Systems: An Information-Theoretic Approach

Song Fang, Quanyan Zhu

In this paper, we study the fundamental limits of obfuscation in terms of privacy-distortion tradeoffs for linear Gaussian dynamical systems via an information-theoretic approach.…

cs.IT2020★ 2 cited

Channel Leakage, Information-Theoretic Limitations of Obfuscation, and Optimal Privacy Mask Design for Streaming Data

Song Fang, Quanyan Zhu

In this paper, we first introduce the notion of channel leakage as the minimum mutual information between the channel input and channel output. As its name indicates, channel leaka…

cs.IT2019

Capacity scaling in a Non-coherent Wideband Massive SIMO Block Fading Channel

Felipe Gomez-Cuba, Mainak Chowdhury, Alexandros Manolakos +2

The scaling of coherent and non-coherent channel capacity is studied in a single-input multiple-output (SIMO) block Rayleigh fading channel as both the bandwidth and the number of…

cs.IT2019★ 2 cited

Conditioning of restricted Fourier matrices and super-resolution of MUSIC

Weilin Li, Wenjing Liao

This paper studies stable recovery of a collection of point sources from its noisy low-frequency Fourier coefficients. We focus on the super-resolution regime where the minim…

cs.IT2015★ 9 cited

3-D Statistical Channel Model for Millimeter-Wave Outdoor Mobile Broadband Communications

Mathew K. Samimi, Theodore S. Rappaport

This paper presents an omnidirectional spatial and temporal 3-dimensional statistical channel model for 28 GHz dense urban non-line of sight environments. The channel model is deve…

cs.IT2015★ 1 cited

Exploiting Directionality for Millimeter-Wave Wireless System Improvement

George R. MacCartney, Mathew K. Samimi, Theodore S. Rappaport

This paper presents directional and omnidirectional RMS delay spread statistics obtained from 28 GHz and 73 GHz ultrawideband propagation measurements carried out in New York City…