28 citations · 31 across the 5 of their papers we have counts for
7 papers · 1 filter
Wideband Channel Estimation with A Generative Adversarial Network
Eren Balevi, Jeffrey G. Andrews
Communication at high carrier frequencies such as millimeter wave (mmWave) and terahertz (THz) requires channel estimation for very large bandwidths at low SNR. Hence, allocating a…
High Dimensional Channel Estimation Using Deep Generative Networks
Eren Balevi, Akash Doshi, Ajil Jalal +2
This paper presents a novel compressed sensing (CS) approach to high dimensional wireless channel estimation by optimizing the input to a deep generative network. Channel estimatio…
Two-Stage Learning for Uplink Channel Estimation in One-Bit Massive MIMO
Eren Balevi, Jeffrey G. Andrews
We develop a two-stage deep learning pipeline architecture to estimate the uplink massive MIMO channel with one-bit ADCs. This deep learning pipeline is composed of two separate ge…
Massive MIMO Channel Estimation with an Untrained Deep Neural Network
Eren Balevi, Akash Doshi, Jeffrey G. Andrews
This paper proposes a deep learning-based channel estimation method for multi-cell interference-limited massive MIMO systems, in which base stations equipped with a large number of…
Deep Learning-Based Channel Estimation for High-Dimensional Signals
Eren Balevi, Jeffrey G. Andrews
We propose a novel deep learning-based channel estimation technique for high-dimensional communication signals that does not require any training. Our method is broadly applicable…
Enabling Aloha-NOMA for Massive M2M Communication in IoT Networks
Mohamed Elkourdi, Asim Mazin, Eren Balevi +1
The Internet of things (IoT), which is the network of physical devices embedded with sensors, actuators, and connec- tivity, is being accelerated into the mainstream by the emergen…
ALOHA-NOMA for Massive Machine-to-Machine IoT Communication
Eren Balevi, Faeik T. Al Rabee, Richard D. Gitlin
This paper proposes a new medium access control (MAC) protocol for Internet of Things (IoT) applications incorporating pure ALOHA with power domain non-orthogonal multiple access (…