The upper mid-band – roughly from 7 to 24 GHz – has attracted considerab...
This paper provides a deterministic channel model for a scenario where
w...
The growing focus on indoor robot navigation utilizing wireless signals ...
Generative Adversarial Networks (GANs) are a popular formulation to trai...
In this paper, we study a navigation problem where a mobile robot needs ...
Generative Adversarial Networks (GANs) are a widely-used tool for genera...
Site-specific radio frequency (RF) propagation prediction increasingly r...
We provide a deterministic channel model for a scenario where wireless
c...
Millimeter wave systems suffer from high power consumption and are
const...
Empirical observation of high dimensional phenomena, such as the double
...
Advanced wearable devices are increasingly incorporating high-resolution...
The millimeter wave (mmWave) bands have attracted considerable attention...
What will the future of UAV cellular communications be? In this tutorial...
Understanding generalization and estimation error of estimators for simp...
Communication in high frequencies such as millimeter wave and terahertz
...
Contemporary wisdom based on empirical studies suggests that standard
re...
Real-world applications require light-weight, energy-efficient, fully
au...
This paper considers the problem of neural decoding from parallel neural...
At the heart of machine learning lies the question of generalizability o...
We consider the problem of inferring the input and hidden variables of a...
Low-resolution digital-to-analog and analog-to-digital converters (DACs ...
Deep generative priors offer powerful models for complex-structured data...
As the digital world becomes increasingly intelligent, automated and
ubi...
We consider the problem of estimating the parameters of a multivariate
B...
Deep generative priors are a powerful tool for reconstruction problems w...
Due to the heavy reliance of millimeter-wave (mmWave) wireless systems o...
The millimeter wave (mmWave) bands and other high frequencies above 6 GH...
We consider the problem of jointly recovering the vector b and
the matri...
Estimating a vector x from noisy linear measurements
Ax+w often requires...
A critical challenge for wireless communications in the millimeter wave
...
The vast available spectrum in the millimeter wave (mmWave) bands offers...
The millimeter wave (mmWave) frequencies offer the potential for enormou...
TCP is the most widely used transport protocol in the internet. However,...
Due to heavy reliance of millimeter-wave (mmWave) wireless systems on
di...
Deep generative networks provide a powerful tool for modeling complex da...
Approximations of loopy belief propagation, including expectation propag...