Fraunhofer-Gesellschaft

Publica

Hier finden Sie wissenschaftliche Publikationen aus den Fraunhofer-Instituten.
2020Absicherung von Machine-Learning-Verfahren in sicherheitskritischen Systemen
Schwaiger, Adrian
Presentation
2020Adaptive Data Aggregation for Car2X - Communication, Transmission Models and Self Learning Systems
Kirschner, Anja
: Krahmer, Felix (Supervisor); Fuchs, Tim (Advisor); Jiru, Josef (External Advisor)
Master Thesis
2020Benchmarking Uncertainty Estimation Methods for Deep Learning with Safety-Related Metrics
Henne, Maximilian; Schwaiger, Adrian; Roscher, Karsten; Weiß, Gereon
Conference Paper
2020Critical Success Factors of the Smart City Transformation Process and the Role of Technology in the Smart City Approach - A Case Study of Munich, Germany
Schabel, Louisa
: Heller, Stephan (Erstprüfer); Seydel, Dominique (Zweitprüfer)
Bachelor Thesis
2020Evaluating Perceptual Uncertainty for Safe Automated Driving Under Consideration of Contextual Awareness
Bangalore Vageeshapanditharadhya, Nischal
: Grimm, Christoph (Supervisor); Trapp, Mario (Supervisor); Saad, Ahmad (Supervisor); Schleiß, Philipp (Supervisor)
Master Thesis
2020Flexilient End-to-End Architectures
Drabek, Christian; Kosmalska, Anna
: Friedmann, Miriam (Ed.)
Report
2020Introduction of Robot Operating System 2: ROS2
Liao, Yuan
Electronic Publication
2020Is Uncertainty Quantification in Deep Learning Sufficient for Out-of-Distribution Detection?
Schwaiger, Adrian; Sinhamahapatra, Poulami; Gansloser, Jens; Roscher, Karsten
Conference Paper
2020Künstliche Intelligenz in sicherheitskritischen Anwendungen
Trapp, Mario
Presentation
2020QoS Evaluation and Prediction for C-V2X Communication in Commercially-Deployed LTE and Mobile Edge Networks
Torres-Figueroa, Luis; Schepker, Henning F.; Jiru, Josef
Conference Paper
2020Responsible Governance - ein Metamodell zur Gestaltung von Steuerungsmechanismen für die digitale Transformation von dezentralen öffentlichen Organisationen
Lefèvre, Gert; Martin, Philipp; Steffens, Petra; Wolf, Johannes
Conference Paper
2020Sampling Based Methods for Uncertainty Quantification in Neural Networks
Felgentreff, Jens
: Ankerst, Donna (Aufgabensteller); Schwaiger, Adrian (Betreuer)
Bachelor Thesis
201960 GHz networking: Mobility, beamforming, and frame level operation from theory to practice
Bielsa, G.; Loch, A.; Tejado, I.; Nitsche, T.; Widmer, J.
Journal Article
2019Accurate QoS Prediction for CSMA/CA Systems with Uncorrelated Interference
Schepker, Henning F.; Saad, Ahmad
Conference Paper
2019Anforderungen für die IT-/OT-Sicherheit bei Planung und Betrieb von Industrie 4.0 Anlagen
Gschwend, Tobias; Preisinger, Markus; Schelter, Christian; Haller, Gabriele; Trägler, Thomas; Rodler, Rainer
Study
2019Bound-based power optimization for multi-hop heterogeneous wireless industrial networks under statistical delay constraints
Petreska, Neda; Al-Zubaidy, Hussein; Knorr, Rudi; Gross, James
Journal Article
2019Collaborative and distributed QoS monitoring and prediction: A heterogeneous link layer concept towards always resilient V2X communication
Hincapie, Daniel; Saad, Ahmad; Jiru, Josef
Conference Paper
2019Decentral Runtime Adaptation for Fault Tolerance in Distributed Industrial Systems
Pöcheim, Simon
: Steinhorst, Sebastian (Supervisor); Dreiser, Marc (Advisor); Weiß, Gereon (Co-Advisor)
Master Thesis
2019Digitale Dörfer. Wie Digitale Ökosysteme strukturiert sind und was sie leisten
Trapp, Mario; Hess, Steffen
Book Article
2019Die digitale Transformation im Kreis Bergstraße
Lefèvre, Gert; Wieland, Thomas; Steffens, Petra
Journal Article
2019Evaluation Methodology for Cooperative ADAS Utilizing Simulation and Experiments
Bittl, Sebastian; Seydel, Dominique; Pfeiffer, Jakob; Jiru, Josef
Conference Paper
2019Experimental Evaluation of Statistical Delay Bound for IEEE 802.15.4 TSCH Networks
Sunkum Rammurthy, Abhishek
: Petreska, Neda (Supervisor); Zoppi, Samuele (Supervisor)
Master Thesis
2019Fraunhofer Institute for Cognitive Systems. Annual Report 2018/2019
: Hengl, Hans-Thomas (ed.); Wardenburg, Eva von (ed.)
Annual Report
2019Fraunhofer Institute for Cognitive Systems. Safe Intelligence Magazine 2019/2020
: Hengl, Hans-Thomas (Ed.); Wardenburg, Eva von (Ed.)
Annual Report
2019Fraunhofer-Institut für Kognitive Systeme. Jahresbericht 2018/2019
: Hengl, Hans-Thomas (Red.); Wardenburg, Eva von (Red.)
Annual Report
2019Fraunhofer-Institut für Kognitive Systeme. Safe Intelligence Magazin 2019/2020
: Hengl, Hans-Thomas (Red.); Wardenburg, Eva von (Red.)
Annual Report
2019Managing Uncertainty of AI-based Perception for Autonomous Systems
Henne, Maximilian; Schwaiger, Adrian; Weiß, Gereon
Conference Paper
2019On Coexistence of Wireless Systems in Unlicensed Bands Using Cognitive Medium Access
Saad, Ahmad
: Knorr, Rudi (Erstgutachter); Hähner, Jörg (Zweitgutachter)
Dissertation
2019The PLC as a Smart Service in Industry 4.0 Production Systems
Langmann, Reinhard; Stiller, Michael
Journal Article
2019Reliability and intelligence in predictive / smart maintenance for mobile machines by using edge cloud, flexible distributed software architectures and reliable machine learning
Stiller, Michael
Presentation
2019Ressourcenadaptives mobiles Assistenzsystem für komplexe Landmaschinen
Fröhlich, Georg; Stiller, Michael; Shekhada, Dhavalkumar; Morgade, Javier
Conference Paper
2019Towards Dynamic Safety Management for Autonomous Systems
Trapp, Mario; Weiß, Gereon
Conference Paper
2019Use of AI-based solutions in safety-critical applications
Seydel, Dominique
Presentation
2019Use of AI-Based Solutions in Safety-Critical Applications
Seydel, Dominique
Presentation
2019Warum Mobile Edge Computing am Feldrand? Eine Einführung in das Projekt INVIA
Stiller, Michael
Presentation
2019Welche Faktoren bei Stellenangeboten beeinflussen die Entscheidung zur Bewerbung?
Wardenburg, Eva von
: Stockstrom, Christoph (Erstgutachter); Cascorbi, Annett (Zweitgutachter)
Master Thesis
2019Weniger Bürokratielasten durch regelbasierte Software-Architektur
Steffens, Petra
Dissertation
2019Whitespace Prediction Using Hidden Markov Model Based Maximum Likelihood Classification
Saad, Ahmad; Schepker, Henning F.; Staehle, Barbara; Knorr, Rudi
Conference Paper