research
∙
03/02/2023
A Deep Reinforcement Learning-Based Resource Scheduler for Massive MIMO Networks
The large number of antennas in massive MIMO systems allows the base sta...
share
research
∙
12/15/2022
DUIDD: Deep-Unfolded Interleaved Detection and Decoding for MIMO Wireless Systems
Iterative detection and decoding (IDD) is known to achieve near-capacity...
research
∙
12/05/2022
6G Digital Twin Networks: From Theory to Practice
Digital twin networks (DTNs) are real-time replicas of physical networks...
research
∙
10/25/2022
Bit Error and Block Error Rate Training for ML-Assisted Communication
Even though machine learning (ML) techniques are being widely used in co...
research
∙
09/12/2022
Embracing AI in 5G-Advanced Towards 6G: A Joint 3GPP and O-RAN Perspective
Artificial intelligence (AI) has emerged as a powerful technology that i...
research
∙
10/13/2021
Robust MIMO Detection using Hypernetworks with Learned Regularizers
Optimal symbol detection in multiple-input multiple-output (MIMO) system...
research
∙
06/19/2021
Signal Processing Based Deep Learning for Blind Symbol Decoding and Modulation Classification
Blindly decoding a signal requires estimating its unknown transmit param...
research
∙
03/19/2019