3 citations · 5 across the 5 of their papers we have counts for
7 papers
Linear Regression over Networks with Communication Guarantees
Konstantinos Gatsis
A key functionality of emerging connected autonomous systems such as smart cities, smart transportation systems, and the industrial Internet-of-Things, is the ability to process an…
Adaptive Scheduling for Machine Learning Tasks over Networks
Konstantinos Gatsis
A key functionality of emerging connected autonomous systems such as smart transportation systems, smart cities, and the industrial Internet-of-Things, is the ability to process an…
Statistical Learning for Analysis of Networked Control Systems over Unknown Channels
Konstantinos Gatsis, George J. Pappas
Recent control trends are increasingly relying on communication networks and wireless channels to close the loop for Internet-of-Things applications. Traditionally these approaches…
Optimal Resource Allocation in Wireless Control Systems via Deep Policy Gradient
Vinicius Lima Silva, Mark Eisen, Konstantinos Gatsis +1
In wireless control systems, remote control of plants is achieved through closing of the control loop over a wireless channel. As wireless communication is noisy and subject to pac…
Learning in Wireless Control Systems over Non-Stationary Channels
Mark Eisen, Konstantinos Gatsis, George J. Pappas +1
This paper considers a set of multiple independent control systems that are each connected over a non-stationary wireless channel. The goal is to maximize control performance over…
Stability of Control Systems with Feedback from Energy Harvesting Sensors
Nicholas J. Watkins, Konstantinos Gatsis, Cameron Nowzari +1
In this paper, we study the problem of certifying the stability of a closed loop system which receives feedback from an energy harvesting sensor. This is important, as energy harve…