Zobrazeno 1 - 10
of 33
pro vyhledávání: '"Jakubisin, Daniel"'
Autor:
Brown, Samuel B., Young, Stephen, Wagenknecht, Adam, Jakubisin, Daniel, Thornton, Charles E., Orndorff, Aaron, Headley, William C.
Denoising autoencoders for signal processing applications have been shown to experience significant difficulty in learning to reconstruct radio frequency communication signals, particularly in the large sample regime. In communication systems, this c
Externí odkaz:
http://arxiv.org/abs/2410.03423
We study jamming of an OFDM-modulated signal which employs forward error correction coding. We extend this to leverage reinforcement learning with a contextual bandit to jam a 5G-based system implementing some aspects of the 5G protocol. This model i
Externí odkaz:
http://arxiv.org/abs/2409.11191
The paper proposes a new architecture for Distributed MIMO (D-MIMO) in which the base station (BS) jointly transmits with wireless mobile nodes to serve users (UEs) within a cell for 6G communication systems. The novelty of the architecture lies in t
Externí odkaz:
http://arxiv.org/abs/2409.02055
Autor:
Thornton, Charles E., Allen, Evan, Jones, Evar, Jakubisin, Daniel, Templin, Fred, Liu, Lingjia
This work investigates the potential of 5G and beyond sidelink (SL) communication to support multi-hop tactical networks. We first provide a technical and historical overview of 3GPP SL standardization activities, and then consider applications to cu
Externí odkaz:
http://arxiv.org/abs/2309.16628
The growing number of devices using the wireless spectrum makes it important to find ways to minimize interference and optimize the use of the spectrum. Deep learning models, such as convolutional neural networks (CNNs), have been widely utilized to
Externí odkaz:
http://arxiv.org/abs/2303.03326
Autor:
Jakubisin, Daniel Joseph
As wireless communication systems continue to push the limits of energy and spectral efficiency, increased demands are placed on the capabilities of the receiver. At the same time, the computational resources available for processing received signals
Externí odkaz:
http://hdl.handle.net/10919/71640
With the recent introduction of electromagnetic meta-surfaces and reconfigurable intelligent surfaces, a paradigm shift is currently taking place in the world of wireless communications and related industries. These new technologies have enabled the
Externí odkaz:
http://arxiv.org/abs/2210.09624
In light of the finite nature of the wireless spectrum and the increasing demand for spectrum use arising from recent technological breakthroughs in wireless communication, the problem of interference continues to persist. Despite recent advancements
Externí odkaz:
http://arxiv.org/abs/2112.08988
Receiver algorithms which combine belief propagation (BP) with the mean field (MF) approximation are well-suited for inference of both continuous and discrete random variables. In wireless scenarios involving detection of multiple signals, the standa
Externí odkaz:
http://arxiv.org/abs/1604.04834
Autor:
Jakubisin, Daniel J.
In 2001, the Federal Communications Commission made available a large block of spectrum known as the 60 GHz band. The 60 GHz band is attractive because it provides the opportunity of multi-Gbps data rates with unlicensed commercial use. One of the ma
Externí odkaz:
http://hdl.handle.net/10919/31130
http://scholar.lib.vt.edu/theses/available/etd-02042013-162845/
http://scholar.lib.vt.edu/theses/available/etd-02042013-162845/