Jeffrey G. Andrews

research

∙ 11/16/2022

One-bit mmWave MIMO Channel Estimation using Deep Generative Networks

As future wireless systems trend towards higher carrier frequencies and ...

0 Akash Doshi, et al. ∙

research

∙ 11/10/2022

A Primer on Zadoff Chu Sequences

Zadoff Chu (ZC) sequences are the primary manifestation of spread spectr...

0 Jeffrey G. Andrews, et al. ∙

research

∙ 10/05/2022

Coverage and Capacity of Joint Communication and Sensing in Wireless Networks

From an information theoretic perspective, joint communication and sensi...

0 Nicholas R. Olson, et al. ∙

research

∙ 09/16/2022

Grid-Free MIMO Beam Alignment through Site-Specific Deep Learning

Beam alignment is a critical bottleneck in millimeter wave (mmWave) comm...

0 Yuqiang Heng, et al. ∙

research

∙ 05/25/2022

Over-the-Air Design of GAN Training for mmWave MIMO Channel Estimation

Future wireless systems are trending towards higher carrier frequencies ...

0 Akash Doshi, et al. ∙

research

∙ 12/11/2021

Impact of Blocking Correlation on the Performance of mmWave Cellular Networks

In mmWave networks, a large or nearby object can obstruct multiple commu...

0 Saurabh Kumar Gupta, et al. ∙

research

∙ 12/10/2021

System-Level Analysis of Full-Duplex Self-Backhauled Millimeter Wave Networks

Integrated access and backhaul (IAB) facilitates cost-effective deployme...

0 Manan Gupta, et al. ∙

research

∙ 10/07/2021

Distributed Proximal Policy Optimization for Contention-Based Spectrum Access

The increasing number of wireless devices operating in unlicensed spectr...

0 Akash Doshi, et al. ∙

research

∙ 10/05/2021

A Deep Reinforcement Learning Framework for Contention-Based Spectrum Sharing

The increasing number of wireless devices operating in unlicensed spectr...

0 Akash Doshi, et al. ∙

research

∙ 09/24/2021

Distributed Deep Reinforcement Learning for Adaptive Medium Access and Modulation in Shared Spectrum

Spectrum scarcity has led to growth in the use of unlicensed spectrum fo...

0 Akash Doshi, et al. ∙

research

∙ 07/29/2021

Downlink Analysis of LEO Multi-Beam Satellite Communication in Shadowed Rician Channels

The coming extension of cellular technology to base-stations in low-eart...

0 Eunsun Kim, et al. ∙

research

∙ 10/19/2020

DeepWiPHY: Deep Learning-based Receiver Design and Dataset for IEEE 802.11ax Systems

In this work, we develop DeepWiPHY, a deep learning-based architecture t...

9 Yi Zhang, et al. ∙

research

∙ 06/20/2020

Spatial Concentration of Caching

We propose a decentralized caching policy for wireless networks that mak...

0 Derya Malak, et al. ∙

research

∙ 05/22/2020

Spatial Indexing for System-Level Evaluation of 5G Heterogeneous Cellular Networks

System level simulations of large 5G networks are essential to evaluate ...

0 Roohollah Amiri, et al. ∙

research

∙ 05/21/2020

Escaping the Densification Plateau in Cellular Networks Through mmWave Beamforming

We study how dense multi-antenna millimeter wave (mmWave) cellular netwo...

0 Ahmad AlAmmouri, et al. ∙

research

∙ 02/28/2020

High Rate Communication over One-Bit Quantized Channels via Deep Learning and LDPC Codes

This paper proposes a method for designing error correction codes by com...

0 Eren Balevi, et al. ∙

research

∙ 02/13/2020

Scheduling Observers Over a Shared Channel with Hard Delivery Deadlines

We abstract the core logical functions from applications that require ul...

0 Rebal Jurdi, et al. ∙

research

∙ 02/10/2020

Area Spectral Efficiency and SINR Scaling Laws in Multi-Antenna Cellular Networks

We study the scaling laws of the signal-to-interference-plus-noise ratio...

0 Ahmad AlAmmouri, et al. ∙

research

∙ 01/14/2020

Scaling Laws of Dense Multi-Antenna Cellular Networks

We study the scaling laws of the signal-to-interference-plus-noise ratio...

0 Ahmad AlAmmouri, et al. ∙

research

∙ 10/02/2019

Deep Learning Predictive Band Switching in Wireless Networks

In cellular systems, the user equipment (UE) can request a change in the...

0 Faris B. Mismar, et al. ∙

research

∙ 09/24/2019

Autoencoder-Based Error Correction Coding for One-Bit Quantization

This paper proposes a novel deep learning-based error correction coding ...

0 Eren Balevi, et al. ∙

research

∙ 08/02/2019

Grip-Aware Analog mmWave Beam Codebook Adaptation for 5G Mobile Handsets

This paper studies the effect of the user hand grip on the design of bea...

0 Ahmad AlAmmouri, et al. ∙

research

∙ 06/11/2019

Stability and Metastability of Traffic Dynamics in Uplink Random Access Networks

We characterize the stability, metastability, and the stationary regime ...

0 Ahmad AlAmmouri, et al. ∙

research

∙ 03/15/2019

Online Antenna Tuning in Heterogeneous Cellular Networks with Deep Reinforcement Learning

We aim to jointly optimize the antenna tilt angle, and the vertical and ...

0 Eren Balevi, et al. ∙

research

∙ 12/23/2018

Reinforcement Learning for Self-Organization and Power Control of Two-Tier Heterogeneous Networks

Self-organizing networks (SONs) can help manage the severe interference ...

0 Roohollah Amiri, et al. ∙

research

∙ 12/05/2018

Unified Analysis of HetNets using Poisson Cluster Process under Max-Power Association

Owing to its flexibility in modeling real-world spatial configurations o...

0 Chiranjib Saha, et al. ∙

research

∙ 11/02/2018

One-Bit OFDM Receivers via Deep Learning

This paper develops novel deep learning-based architectures and design m...

0 Eren Balevi, et al. ∙

research

∙ 06/25/2018

Outage of Periodic Downlink Wireless Networks with Hard Deadlines

We consider a downlink periodic wireless communications system where mul...

0 Rebal Jurdi, et al. ∙

research

∙ 05/02/2018

How Many Hops Can Self-Backhauled Millimeter Wave Cellular Networks Support?

This paper considers the following question for viable wide-area millime...

0 Mandar N. Kulkarni, et al. ∙

research

∙ 12/20/2017

A Unified Asymptotic Analysis of Area Spectral Efficiency in Ultradense Cellular Networks

This paper studies the asymptotic properties of area spectral efficiency...

0 Ahmad AlAmmouri, et al. ∙

research

∙ 11/06/2017

Throughput Maximization for Delay-Sensitive Random Access Communication

We consider a single cell uplink in which many devices randomly transmit...

0 Derya Malak, et al. ∙

research

∙ 10/13/2017

A Distributed Auction Policy for User Association in Device-to-Device Caching Networks

We propose a distributed bidding-aided Matern carrier sense multiple acc...

0 Derya Malak, et al. ∙

Jeffrey G. Andrews

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