Taejoon Kim | DeepAI

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Wei Zhang
393 publications
Mikael Skoglund
86 publications
Guanghui Wang
84 publications
Jin Zhang
62 publications
Yu Gu
51 publications
Seyyedali Hosseinalipour
48 publications
Christopher G. Brinton
44 publications
Xiangyu Chen
41 publications
David J. Love
30 publications
Carlo Fischione
28 publications
Junghoon Kim
19 publications

∙ 05/15/2023

On the Stability of Approximate Message Passing with Independent Measurement Ensembles

Approximate message passing (AMP) is a scalable, iterative approach to s...

0 Dang Qua Nguyen, et al. ∙

∙ 04/25/2023

Robust Non-Linear Feedback Coding via Power-Constrained Deep Learning

The design of codes for feedback-enabled communications has been a long-...

0 Junghoon Kim, et al. ∙

∙ 10/29/2022

Linear Coding for Gaussian Two-Way Channels

We consider linear coding for Gaussian two-way channels (GTWCs), in whic...

0 Junghoon Kim, et al. ∙

∙ 05/07/2022

Deep Reinforcement Learning-Based Adaptive IRS Control with Limited Feedback Codebooks

Intelligent reflecting surfaces (IRS) consist of configurable meta-atoms...

0 Junghoon Kim, et al. ∙

∙ 04/16/2022

MMV-Based Sequential AoA and AoD Estimation for Millimeter Wave MIMO Channels

The fact that the millimeter-wave (mmWave) multiple-input multiple-outpu...

0 Wei Zhang, et al. ∙

∙ 12/31/2021

An Unsupervised Domain Adaptation Model based on Dual-module Adversarial Training

In this paper, we propose a dual-module network architecture that employ...

8 Yiju Yang, et al. ∙

∙ 11/19/2021

Joint Delay and Phase Precoding Under True-Time Delay Constraint for THz Massive MIMO

A new approach is presented to the problem of compensating the beam squi...

0 Dang Qua Nguyen, et al. ∙

∙ 09/04/2021

Audio-Visual Transformer Based Crowd Counting

Crowd estimation is a very challenging problem. The most recent study tr...

0 Usman Sajid, et al. ∙

∙ 08/31/2021

Successful Recovery Performance Guarantees of Noisy SOMP

The simultaneous orthogonal matching pursuit (SOMP) is a popular, greedy...

0 Wei Zhang, et al. ∙

∙ 08/05/2021

Link Quality-Guaranteed Minimum-Cost Millimeter-Wave Base Station Deployment

Today's growth in the volume of wireless devices coupled with the promis...

0 Miaomiao Dong, et al. ∙

∙ 08/02/2021

Multiple Classifiers Based Maximum Classifier Discrepancy for Unsupervised Domain Adaptation

Adversarial training based on the maximum classifier discrepancy between...

0 Yiju Yang, et al. ∙

∙ 07/11/2021

Dual Optimization for Kolmogorov Model Learning Using Enhanced Gradient Descent

Data representation techniques have made a substantial contribution to a...

0 Qiyou Duan, et al. ∙

∙ 04/25/2021

Parallel Scale-wise Attention Network for Effective Scene Text Recognition

The paper proposes a new text recognition network for scene-text images....

0 Usman Sajid, et al. ∙

∙ 01/25/2021

Channel Estimation via Successive Denoising in MIMO OFDM Systems: A Reinforcement Learning Approach

Reliable communication through multiple-input multiple-output (MIMO) ort...

0 Myeung Suk Oh, et al. ∙

∙ 11/02/2020

Multi-IRS-assisted Multi-Cell Uplink MIMO Communications under Imperfect CSI: A Deep Reinforcement Learning Approach

Applications of intelligent reflecting surfaces (IRSs) in wireless netwo...

0 Junghoon Kim, et al. ∙

∙ 08/25/2020

Delay-Efficient and Reliable Data Relaying in Ultra Dense Networks using Rateless Codes

We investigate the problem of delay-efficient and reliable data delivery...

0 Luyao Shang, et al. ∙

∙ 07/27/2020

Enhanced Beam Alignment for Millimeter Wave MIMO Systems: A Kolmogorov Model

We present an enhancement to the problem of beam alignment in millimeter...

0 Qiyou Duan, et al. ∙

∙ 07/25/2020

Minimum Overhead Beamforming and Resource Allocation in D2D Edge Networks

Device-to-device (D2D) communications is expected to be a critical enabl...

0 Junghoon Kim, et al. ∙

∙ 02/27/2020

Joint Optimization of Signal Design and Resource Allocation in Wireless D2D Edge Computing

In this paper, we study the distributed computational capabilities of de...

0 Junghoon Kim, et al. ∙

∙ 09/17/2019

Coherence Statistics of Structured Random Ensembles and Support Detection Bounds for OMP

A structured random matrix ensemble that maintains constant modulus entr...

0 Qiyou Duan, et al. ∙

∙ 06/04/2019

A Hybrid Cache Architecture for Meeting Per-Tenant Performance Goals in a Private Cloud

The in-memory cache system is an important component in a cloud for the ...

0 Taejoon Kim, et al. ∙

∙ 02/28/2018

Low-Overhead Coordination in Sub-28 Millimeter-Wave Networks

In this paper, we present some contributions from our recent investigati...

0 Hadi Ghauch, et al. ∙

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