7 citations · 13 across the 7 of their papers we have counts for
7 papers
Spatial Impulse Response Analysis and Ensemble Learning for Efficient Precision Level Sensing
Berkay Cetkin, Lejla Begic Fazlic, Kristof Ueding +5
In this paper, we propose an innovative method for determining the fill level of containers, such as trash cans, addressing a critical aspect of waste management. The method combin…
Likelihood-based Sensor Calibration using Affine Transformation
Rüdiger Machhamer, Lejla Begic Fazlic, Eray Guven +8
An important task in the field of sensor technology is the efficient implementation of adaptation procedures of measurements from one sensor to another sensor of identical design.…
Exploring Adversarial Attacks on Neural Networks: An Explainable Approach
Justus Renkhoff, Wenkai Tan, Alvaro Velasquez +7
Deep Learning (DL) is being applied in various domains, especially in safety-critical applications such as autonomous driving. Consequently, it is of great significance to ensure t…
An Adaptive Multi-Agent Physical Layer Security Framework for Cognitive Cyber-Physical Systems
Mehmet Özgün Demir, Ozan Alp Topal, Ali Emre Pusane +3
Being capable of sensing and behavioral adaptation in line with their changing environments, cognitive cyber-physical systems (CCPSs) are the new form of applications in future wir…
EVO-RL: Evolutionary-Driven Reinforcement Learning
Ahmed Hallawa, Thorsten Born, Anke Schmeink +6
In this work, we propose a novel approach for reinforcement learning driven by evolutionary computation. Our algorithm, dubbed as Evolutionary-Driven Reinforcement Learning (evo-RL…
A Non-Alternating Algorithm for Joint BS-RS Precoding Design in Two-Way Relay Systems
Ehsan Zandi, Guido Dartmann, Gerd Ascheid +1
Cooperative relay systems have become an active area of research during recent years since they help cellular networks to enhance data rate and coverage. In this paper we develop a…
A Modified Levenberg-Marquardt Method for the Bidirectional Relay Channel
Guido Dartmann, Ehsan Zandi, Gerd Ascheid
This paper presents an optimization approach for a system consisting of multiple bidirectional links over a two-way amplify-and-forward relay. It is desired to improve the fairness…