Mr. Jacob A. Kovarskiy Profile

Jacob A. Kovarskiy

at Pennsylvania State Univ

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Author

Publications (4)

Proceedings Article | 23 April 2020 Presentation + Paper

Real-time emulation of LTE emissions for testing spectrum sharing systems

Jordan DeVault, Jacob Kovarskiy, Benjamin Kirk, Anthony Martone, Kelly Sherbondy, Ram Narayanan

Proceedings Volume 11408, 1140803 (2020) https://doi.org/10.1117/12.2559123

KEYWORDS: Electromagnetic coupling, Radar, Telecommunications, Orthogonal frequency division multiplexing, Statistical analysis, RF communications, Environmental sensing, MATLAB, Analytical research, Transceivers

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Proceedings Article | 3 May 2019 Paper

Comparing stochastic and Markov decision process approaches for predicting radio frequency interference

Jacob Kovarskiy, Mark Kozy, Charles Thornton, Anthony Martone, Ram Narayanan, R. Michael Buehrer, Kelly Sherbondy

Proceedings Volume 11003, 1100318 (2019) https://doi.org/10.1117/12.2519675

KEYWORDS: Electromagnetic coupling, Radar, Stochastic processes, Model-based design, Target detection, Cognitive modeling, Environmental sensing, Receivers, Sensors, Spectrum analysis

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Proceedings Article | 4 May 2018 Paper

Predictive energy detection for inferring radio frequency activity

Jacob Kovarskiy, Anthony Martone, Kyle Gallagher, Kelly Sherbondy, Ram Narayanan

Proceedings Volume 10633, 1063318 (2018) https://doi.org/10.1117/12.2305857

KEYWORDS: Signal to noise ratio, Sensors, Signal detection, Signal processing, Sensor performance, Error analysis, Machine learning, Binary data, Statistical analysis, Interference (communication)

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Proceedings Article | 1 May 2017 Paper

Comparison of RF spectrum prediction methods for dynamic spectrum access

Jacob Kovarskiy, Anthony Martone, Kyle Gallagher, Kelly Sherbondy, Ram Narayanan

Proceedings Volume 10188, 1018819 (2017) https://doi.org/10.1117/12.2262306

KEYWORDS: Neurons, Signal detection, Statistical modeling, Binary data, Monte Carlo methods, Sensors, Electromagnetic coupling, Radar, Databases, Neural networks, Cognitive modeling, Algorithm development, Sensing systems, Data modeling, Machine learning, Evolutionary algorithms

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