16 citations · 34 across the 7 of their papers we have counts for
3 papers · 1 filter
Precise Onboard Aircraft Cabin Localization using UWB and ML
Fabien Geyer, Dominic Schupke
Precise indoor positioning systems (IPSs) are key to perform a set of tasks more efficiently during aircraft production, operation and maintenance. For instance, IPSs can overcome…
Network Calculus with Flow Prolongation -- A Feedforward FIFO Analysis enabled by ML
Fabien Geyer, Alexander Scheffler, Steffen Bondorf
The derivation of upper bounds on data flows' worst-case traversal times is an important task in many application areas. For accurate bounds, model simplifications should be avoide…
RiskNet: Neural Risk Assessment in Networks of Unreliable Resources
Krzysztof Rusek, Piotr Boryło, Piotr Jaglarz +3
We propose a graph neural network (GNN)-based method to predict the distribution of penalties induced by outages in communication networks, where connections are protected by resou…