141 citations · 290 across the 58 of their papers we have counts for
6 papers · 2 filters
Differential Modulation in Massive MIMO With Low-Resolution ADCs
Don-Roberts Emenonye, Carl Dietrich, R. Michael Buehrer
In this paper, we present a differential modulation and detection scheme for use in the uplink of a system with a large number of antennas at the base station, each equipped with l…
Differential Deep Detection in Massive MIMO With One-Bit ADC
Don-Roberts Emenonye, Carl Dietrich, R. Michael Buehrer
This article presents a differential detection scheme for the uplink of a massive MIMO system that employs one-bit quantizers on each receive antenna. We focus on the detection of…
Adversarial Multi-Player Bandits for Cognitive Radar Networks
William W. Howard, R. M. Buehrer, Anthony Martone
We model a radar network as an adversarial bandit problem, where the environment pre-selects reward sequences for each of several actions available to the network. This excludes en…
Classification of Common Waveforms Including a Watchdog for Unknown Signals
C. Tanner Fredieu, Justin Bui, Anthony Martone +3
In this paper, we examine the use of a deep multi-layer perceptron model architecture to classify received signal samples as coming from one of four common waveforms, Single Carrie…
Open Set Wireless Standard Classification Using Convolutional Neural Networks
Samuel R. Shebert, Anthony F. Martone, R. Michael Buehrer
In congested electromagnetic environments, cognitive radios require knowledge about other emitters in order to optimize their dynamic spectrum access strategy. Deep learning classi…
Multi-Target Localization Using Polarization Sensitive Arrays
William W. Howard, R. Michael Buehrer
In this work we develop clustering techniques for the Bearing Only Target Localization (BOTL) problem. Our scenario has a receiver move along some path, generating bearing estimate…