domain knowledge

The terahertz communications band in the 252 to325 GHz range has been recently explored for its potential to meet the stringent requirements for the emerging sixth generation of wireless communications. However, there are several challenges including noise and nonlinearity that hinder efficient implementations. We aim to address this limitation in terahertz communications through convolutional neural networks (CNN) enhanced by the domain knowledge from traditional Volterra filters.

Categories:
256 Views

Path information in knowledge graphs can provide explicit explanations for recommendation decisions, thus becoming a focus in explainable recommendation research.Path information in knowledge graphs can provide explicit explanations for recommendation decisions, thus becoming a focus in explainable recommendation research.Path information in knowledge graphs can provide explicit explanations for recommendation decisions, thus becoming a focus in explainable recommendation research.Path information in knowledge graphs can provide explicit explanations for recommendation decisions, thus becom

Categories:
15 Views

This dataset describes ontologies relevant for the domain of systems engineering and electronics. We developed various .owl ontologies that describe the domain and collected related ontologies that are relevant. This includes: hardware like processors, sensors, actuators, processor parts, adcs, software, systems like embedded systems, automobiles and driving assistance systems. Further their properties and functions can be described. The base ontology is the GENIAL! Basic Ontology (GBO) which is based on BFO (GENIALOntBFO.owl).

Categories:
287 Views

Safety assessment of Cyber-Physical Systems (CPS) requires a tremendous amount of effort as the complexity of cyber-physical systems is increasing. A well-known approach for the safety assessment of CPS is Fault Injection (FI). The goal of fault injection is to find a catastrophic fault that can fail the system by injecting faults into it. These catastrophic faults are less likely to happen, and finding it requires tremendous labor and cost.

Categories:
156 Views