Guido Dartmann

Proceedings of the 54. Jahrestagung der Gesellschaft für Informatik, 2024

Towards Sustainable Machine Learning: Analyzing Energy-Efficient Algorithmic Strategies for Environmental Sensor Data.

[BibT_eX]

[DOI]

Proceedings of the 54. Jahrestagung der Gesellschaft für Informatik, 2024

LLMs on the Edge: Quality, Latency, and Energy Efficiency.

[BibT_eX]

[DOI]

Proceedings of the 54. Jahrestagung der Gesellschaft für Informatik, 2024

2023

A framework for AI-based self-adaptive cyber-physical process systems.

[BibT_eX]

[DOI]

Stephanie C. Rodermund

Matthias Vette-Steinkamp

Benjamin Weyers

it Inf. Technol., June, 2023

Likelihood-based Sensor Calibration for Expert-Supported Distributed Learning Algorithms in IoT Systems.

[BibT_eX]

[DOI]

CoRR, 2023

Energy-efficient Cyber Physical Social System for Transportation with Appointments.

[BibT_eX]

[DOI]

Matthias Dziubany

Anke Schmeink

Proceedings of the 12th Mediterranean Conference on Embedded Computing, 2023

Sustainability in Artificial Intelligence - Towards a Green AI Reference Model.

[BibT_eX]

[DOI]

Proceedings of the 53. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2023, Designing Future, 2023

2022

A Novel Hybrid Methodology for Anomaly Detection in Time Series.

[BibT_eX]

[DOI]

Int. J. Comput. Intell. Syst., 2022

A Machine Learning Approach for Optimal Ventilation based on Data from CO2 Sensors.

[BibT_eX]

[DOI]

Proceedings of the Sensor Data Fusion: Trends, Solutions, Applications, 2022

A Visualization and Benchmarking Simulator for Clinical Data.

[BibT_eX]

[DOI]

Proceedings of the pHealth 2022 - Proceedings of the 19th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2022

Development and Implementation of the Data Science Learning Platform for Research Physician.

[BibT_eX]

[DOI]

Proceedings of the pHealth 2022 - Proceedings of the 19th International Conference on Wearable Micro and Nano Technologies for Personalized Health, 2022

Cyber-Physical Contracts in Offline Regions.

[BibT_eX]

[DOI]

Kevin Wagner

Proceedings of the 2022 IEEE International Conferences on Internet of Things (iThings) and IEEE Green Computing & Communications (GreenCom) and IEEE Cyber, 2022

Exploring Adversarial Attacks on Neural Networks: An Explainable Approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Performance, 2022

2021

Consensus Analysis of Wireless Multi-Agent Systems Over Fading Channels.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2021

Development and validation of a reinforcement learning algorithm to dynamically optimize mechanical ventilation in critical care.

[BibT_eX]

[DOI]

Christoph Thiemermann

npj Digit. Medicine, 2021

Guest Editorial: Special Issue on AI-Enabled Internet of Dependable and Controllable Things.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2021

An Adaptive Multi-Agent Physical Layer Security Framework for Cognitive Cyber-Physical Systems.

[BibT_eX]

[DOI]

CoRR, 2021

Fides: Distributed Cyber-Physical Contracts.

[BibT_eX]

[DOI]

Jens Schneider

Proceedings of the 3rd IEEE International Conference on Trust, 2021

Estimation of Kinetic Parameters in Stochastic Biomedical Models Using Estimation Theory.

[BibT_eX]

[DOI]

Proceedings of the 19th IEEE International Symposium on Intelligent Systems and Informatics, 2021

Evo-RL: evolutionary-driven reinforcement learning.

[BibT_eX]

[DOI]

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

A Physical Layer Security Framework for Cognitive Cyber-Physical Systems.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., 2020

A Garden of Cyber Physical Systems: Requirements, Challenges, and Implementation Aspects.

[BibT_eX]

[DOI]

IEEE Internet Things Mag., 2020

Development of Edge Runtime Learning Systems for an Artificial Nose Classifying Drinks.

[BibT_eX]

[DOI]

Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Visual Programmed IoT Beehive Monitoring for Decision Aid by Machine Learning based Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

A Machine Learning Approach for the Classification of Disease Risks in Time Series.

[BibT_eX]

[DOI]

Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Optimization of a CPSS-based Flexible Transportation System.

[BibT_eX]

[DOI]

Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Development of a Cyber-Physical System for an Autonomous Indoor Transportation Service.

[BibT_eX]

[DOI]

Proceedings of the 9th Mediterranean Conference on Embedded Computing, 2020

Cypher Social Contracts A Novel Protocol Specification for Cyber Physical Smart Contracts.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conferences on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2020

2019

Likelihood-Based Adaptive Learning in Stochastic State-Based Models.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2019

Online Offline Learning for Sound-Based Indoor Localization Using Low-Cost Hardware.

[BibT_eX]

[DOI]

IEEE Access, 2019

Node and Block-Based Development Tools for Distributed Systems With AI Applications.

[BibT_eX]

[DOI]

IEEE Access, 2019

Using Perfect Codes in Relay Aided Networks: A Security Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 International Conference on Wireless and Mobile Computing, 2019

Joint User Association and Robust Beamforming Optimization for C-RANs with Wireless Fronthauls.

[BibT_eX]

[DOI]

Proceedings of the 20th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2019

The Effect of Jammers in Multi Agent Systems.

[BibT_eX]

[DOI]

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

A Novel NLP-FUZZY System Prototype for Information Extraction from Medical Guidelines.

[BibT_eX]

[DOI]

Proceedings of the 42nd International Convention on Information and Communication Technology, 2019

Physical Layer Spoofing Against Eavesdropping Attacks.

[BibT_eX]

[DOI]

Proceedings of the 8th Mediterranean Conference on Embedded Computing, 2019

Design and Implementation of a Hybrid Anomaly Detection System for IoT.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Internet of Things: Systems, 2019

On the Use of Evolutionary Computation for In-Silico Medicine: Modelling Sepsis via Evolving Continuous Petri Nets.

[BibT_eX]

[DOI]

Proceedings of the Applications of Evolutionary Computation, 2019

2018

The Safety Analysis: Disagreement of Wireless Communication-Based Consensus.

[BibT_eX]

[DOI]

IEEE Wirel. Commun. Lett., 2018

A Joint Optimization Scheme for Artificial Noise and Transmit Filter for Half and Full Duplex Wireless Cyber Physical Systems.

[BibT_eX]

[DOI]

IEEE Trans. Sustain. Comput., 2018

An Adaptive Learning Approach To Parameter Estimation For Hybrid Petri Nets In Systems Biology.

[BibT_eX]

[DOI]

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018

Security analysis of hamming codes in relay aided networks.

[BibT_eX]

[DOI]

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Effect of channel fading on reaching consensus in multi-agent systems.

[BibT_eX]

[DOI]

Proceedings of the 26th Signal Processing and Communications Applications Conference, 2018

Security Analysis of Forward Error Correction Codes in Relay Aided Networks.

[BibT_eX]

[DOI]

Proceedings of the 2018 Global Information Infrastructure and Networking Symposium, 2018

Prognose von Wärmeverbräuchen.

[BibT_eX]

[DOI]

Proceedings of the 48. Jahrestagung der Gesellschaft für Informatik, Architekturen, Prozesse, Sicherheit und Nachhaltigkeit, INFORMATIK 2018, 2018

Machine Learning Based Indoor Localization Using a Representative k-Nearest-Neighbor Classifier on a Low-Cost IoT-Hardware.

[BibT_eX]

[DOI]

Proceedings of the 26th European Signal Processing Conference, 2018

Novel approach for wireless commissioning and assisted process development based on Bluetooth Low Energy.

[BibT_eX]

[DOI]

Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

Learning-based indoor localization for industrial applications.

[BibT_eX]

[DOI]

Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

Distributed learning-based state prediction for multi-agent systems with reduced communication effort.

[BibT_eX]

[DOI]

Daniel Hinkelmann

Anke Schmeink

Proceedings of the 15th ACM International Conference on Computing Frontiers, 2018

2017

Utility Privacy Trade-Off for Noisy Channels in OFDM Systems.

[BibT_eX]

[DOI]

Proceedings of the 86th IEEE Vehicular Technology Conference, 2017

Impact of the communication channel on information theoretical privacy.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Symposium on Information Theory, 2017

An encryption aware physical layer security system.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Communications Workshops, 2017

How Effective is the Artificial Noise? Real-Time Analysis of a PHY Security Scenario.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE Globecom Workshops, Singapore, December 4-8, 2017, 2017

2015

A Novel Low-Complexity Numerical Localization Method for Dynamic Wireless Sensor Networks.

[BibT_eX]

[DOI]

Stephan Schlupkothen

IEEE Trans. Signal Process., 2015

Filter hopping: Physical layer secrecy based on FBMC.

[BibT_eX]

[DOI]

Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

Secure Probability Map: Transmission Policy Design for Passive Eavesdroppers in Correlated Channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE 82nd Vehicular Technology Conference, 2015

Adaptive Physical Layer Security Framework for Wireless Systems.

[BibT_eX]

[DOI]

Proceedings of the IEEE 81st Vehicular Technology Conference, 2015

Fast power control for amplify-and-forward multiple-antenna bidirectional relays.

[BibT_eX]

[DOI]

Proceedings of the Iran Workshop on Communication and Information Theory, 2015

2014

A Modified Levenberg-Marquardt Method for the Bidirectional Relay Channel.

[BibT_eX]

[DOI]

Ehsan Zandi

IEEE Trans. Veh. Technol., 2014

Outage-Constrained Power Allocation in Spectrum Sharing Systems with Partial CSI.

[BibT_eX]

[DOI]

IEEE Trans. Commun., 2014

Filter Optimization Aided Interference Management with Improved Secrecy.

[BibT_eX]

[DOI]

Proceedings of the IEEE 80th Vehicular Technology Conference, 2014

Beamforming Aided Interference Management with Improved Secrecy for Correlated Channels.

[BibT_eX]

[DOI]

Proceedings of the IEEE 79th Vehicular Technology Conference, 2014

2013

Power Allocation and Performance Analysis in Spectrum Sharing Systems with Statistical CSI.

[BibT_eX]

[DOI]

IEEE Trans. Wirel. Commun., 2013

On the Duality of the Max-Min Beamforming Problem With Per-Antenna and Per-Antenna-Array Power Constraints.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2013

Application of Graph Theory to the Multicell Beam Scheduling Problem.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2013

Equivalent Quasi-Convex Form of the Multicast Max-Min Beamforming Problem.

[BibT_eX]

[DOI]

IEEE Trans. Veh. Technol., 2013

A Non-Alternating Algorithm for Joint BS-RS Precoding Design in Two-Way Relay Systems.

[BibT_eX]

[DOI]

CoRR, 2013

Low Complexity Cooperative Multicast Beamforming in Heterogeneous Networks.

[BibT_eX]

[DOI]

Proceedings of the 77th IEEE Vehicular Technology Conference, 2013

Exploration with massive sensor swarms.

[BibT_eX]

[DOI]

Stephan Schlupkothen

Proceedings of the IEEE Global Conference on Signal and Information Processing, 2013

2012

Optimal Power Allocation in a Spectrum Sharing System with Partial CSI.

[BibT_eX]

[DOI]

Proceedings of the 75th IEEE Vehicular Technology Conference, 2012

On the Pareto optimum of long-term max-min beamforming with general power constraints.

[BibT_eX]

[DOI]

Proceedings of the 35th IEEE Sarnoff Symposium 2012, Newark, NJ, USA, May 21-22, 2012, 2012

Constrained design of allpass transformed DFT filter-banks by quadratic programming.

[BibT_eX]

[DOI]

Heinrich W. Löllmann

Peter Vary

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

2011

MSE-based stochastic transceiver optimization in downlink cognitive radio networks.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

Joint optimization of beamforming, user scheduling, and multiple base station assignment in a multicell network.

[BibT_eX]

[DOI]

Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

Duality-Based Robust Transceiver Design for Cognitive Downlink Systems.

[BibT_eX]

[DOI]

Proceedings of the 74th IEEE Vehicular Technology Conference, 2011

Max-Min Beamforming with Cooperative Multipoint Transmission.

[BibT_eX]

[DOI]

Proceedings of the 74th IEEE Vehicular Technology Conference, 2011

Beamforming with relays in multicell networks based on correlation knowledge.

[BibT_eX]

[DOI]

Proceedings of the Workshops Proceedings of the Global Communications Conference, 2011

Low complexity cooperative multicast beamforming in multiuser multicell downlink networks.

[BibT_eX]

[DOI]

Proceedings of the 6th International ICST Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2011

2010

Robust MSE-Based Transceiver Optimization in MISO Downlink Cognitive Radio Network.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE Wireless Communications and Networking Conference, 2010

Cooperative Beamforming with Multiple Base Station Assignment Based on Correlation Knowledge.

[BibT_eX]

[DOI]

Proceedings of the 72nd IEEE Vehicular Technology Conference, 2010

MSE-based linear transceiver optimization in MIMO cognitive radio networks with imperfect channel knowledge.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Workshop on Cognitive Information Processing, 2010

2009

Beamforming in Single Frequency Networks with Connection Control.

[BibT_eX]

[DOI]

Markus Jordan

Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

Intercell Interference Mitigation with Long-Term Beamforming and Low SINR Feedback Rate in a Multiuser Multicell Unicast Scenario.

[BibT_eX]

[DOI]

Proceedings of the 69th IEEE Vehicular Technology Conference, 2009

Max-min beamforming for multicell downlink systems using long-term channel statistics.

[BibT_eX]

[DOI]

Proceedings of the IEEE 20th International Symposium on Personal, 2009

General least-squares design of allpass transformed DFT filter-banks.

[BibT_eX]

[DOI]

Heinrich W. Löllmann

Peter Vary

Proceedings of the 17th European Signal Processing Conference, 2009

2008

Least-squares design of subsampled allpass transformed DFT filter-banks with LTI property.

[BibT_eX]

[DOI]

Heinrich W. Löllmann