no code implementations • 6 Apr 2024 • Atilla Alpay Nalcaci, Fidan Mehmeti, Wolfgang Kellerer, Florian Schiegg
Navigation and trajectorial estimation of maritime vessels are contingent upon the context of positional accuracy.
no code implementations • 18 Jun 2023 • Polina Kutsevol, Onur Ayan, Nikolaos Pappas, Wolfgang Kellerer
In contrast, in WNCSs, the efficiency of the network is measured by its ability to facilitate control applications, and the data transmission rate should be limited to avoid network congestion.
no code implementations • 31 Jan 2023 • Polina Kutsevol, Onur Ayan, Wolfgang Kellerer
Networked control systems (NCSs) are an example of task-oriented communication systems, where the purpose of communication is real-time control of processes over a network.
no code implementations • 18 Feb 2022 • Onur Ayan, Polina Kutsevol, Hasan Yağız Özkan, Wolfgang Kellerer
Networked control systems (NCSs) are feedback control loops that are closed over a communication network.
1 code implementation • 11 Oct 2020 • Alperen Gündogan, H. Murat Gürsu, Volker Pauli, Wolfgang Kellerer
In a congested scenario, allocation of unique resources for each vehicle becomes infeasible and a congested resource allocation strategy has to be developed.
Distributed Optimization Multi-agent Reinforcement Learning +3
no code implementations • 4 Dec 2019 • Serkut Ayvaşık, H. Murat Gürsu, Wolfgang Kellerer
VVD leverages the redundant information in depth images obtained from the surveillance cameras in the communication environment and utilizes Convolutional Neural Networks CNNs to map the depth images of the communication environment to complex wireless channel estimations.
2 code implementations • 24 Aug 2018 • Christian Sieber, Korbinian Hagn, Christian Moldovan, Tobias Hoßfeld, Wolfgang Kellerer
We first use a modified existing optimization formulation to calculate optimal adaptation paths with a minimum number of quality switches for a wide range of videos and for challenging mobile throughput patterns.
no code implementations • 19 Aug 2016 • Hiroyuki Kasai, Wolfgang Kellerer, Martin Kleinsteuber
This problem is cast as a low-rank subspace tracking problem for normal flows under incomplete observations, and an outlier detection problem for abnormal flows.