
What Will the Future of UAV Cellular Communications Be? A Flight from 5G to 6G
What will the future of UAV cellular communications be? In this tutorial...
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Asymptotics of Ridge Regression in Convolutional Models
Understanding generalization and estimation error of estimators for simp...
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On SingleUser Interactive Beam Alignment in Next Generation Systems: A Deep Learning Viewpoint
Communication in high frequencies such as millimeter wave and terahertz ...
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Implicit Bias of Linear RNNs
Contemporary wisdom based on empirical studies suggests that standard re...
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Enabling Remote WholeBody Control with 5G Edge Computing
Realworld applications require lightweight, energyefficient, fully au...
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LowRank Nonlinear Decoding of μECoG from the Primary Auditory Cortex
This paper considers the problem of neural decoding from parallel neural...
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Generalization Error of Generalized Linear Models in High Dimensions
At the heart of machine learning lies the question of generalizability o...
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Inference in MultiLayer Networks with MatrixValued Unknowns
We consider the problem of inferring the input and hidden variables of a...
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Capacity Bounds for Communication Systems with Quantization and Spectral Constraints
Lowresolution digitaltoanalog and analogtodigital converters (DACs ...
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Inference with Deep Generative Priors in High Dimensions
Deep generative priors offer powerful models for complexstructured data...
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Towards 6G Networks: Use Cases and Technologies
As the digital world becomes increasingly intelligent, automated and ubi...
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HighDimensional Bernoulli Autoregressive Process with LongRange Dependence
We consider the problem of estimating the parameters of a multivariate B...
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Asymptotics of MAP Inference in Deep Networks
Deep generative priors are a powerful tool for reconstruction problems w...
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A Case for Digital Beamforming at mmWave
Due to the heavy reliance of millimeterwave (mmWave) wireless systems o...
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Empirical Effects of Dynamic HumanBody Blockage in 60 GHz Communications
The millimeter wave (mmWave) bands and other high frequencies above 6 GH...
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Bilinear Recovery using Adaptive VectorAMP
We consider the problem of jointly recovering the vector b and the matri...
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Plugin Estimation in HighDimensional Linear Inverse Problems: A Rigorous Analysis
Estimating a vector x from noisy linear measurements Ax+w often requires...
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Understanding EndtoEnd Effects of Channel Dynamics in Millimeter Wave 5G New Radio
A critical challenge for wireless communications in the millimeter wave ...
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Will TCP work in mmWave 5G Cellular Networks?
The vast available spectrum in the millimeter wave (mmWave) bands offers...
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60 GHz Blockage Study Using Phased Arrays
The millimeter wave (mmWave) frequencies offer the potential for enormou...
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milliProxy: a TCP Proxy Architecture for 5G mmWave Cellular Systems
TCP is the most widely used transport protocol in the internet. However,...
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5G Millimeter Wave Cellular System Capacity with Fully Digital Beamforming
Due to heavy reliance of millimeterwave (mmWave) wireless systems on di...
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Inference in Deep Networks in High Dimensions
Deep generative networks provide a powerful tool for modeling complex da...
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Expectation Consistent Approximate Inference: Generalizations and Convergence
Approximations of loopy belief propagation, including expectation propag...
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Sundeep Rangan
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