Benjamin Sliwa

100 papers A 1B 8Journal 49Unranked 37

Year	Rank	Type	Title / Venue / Authors
2022	B	`conf`	DRaGon: Mining Latent Radio Channel Information from Geographical Data Leveraging Deep Learning. WCNC Benjamin Sliwa, Melina Geis, Caner Bektas, Melisa López, Preben Mogensen, Christian Wietfeld
2022	—	`ch.`	Mobile-Data Network Analytics Highly Reliable Networks. Mach. Learn. under Resour. Constraints Vol. 3 (3) Robert Falkenberg, Karsten Heimann, Benjamin Sliwa
2022	—	`ch.`	Privacy-Preserving Detection of Persons and Classification of Vehicle Flows. Mach. Learn. under Resour. Constraints Vol. 3 (3) Marcus Haferkamp, Benjamin Sliwa, Christian Wietfeld
2022	—	`ch.`	Resource-Efficient Vehicle-to-Cloud Communications. Mach. Learn. under Resour. Constraints Vol. 3 (3) Benjamin Sliwa
2022	—	`conf`	System Modeling and Performance Evaluation of Predictive QoS for Future Tele-Operated Driving. SysCon Hendrik Schippers, Cedrik Schüler, Benjamin Sliwa, Christian Wietfeld
2022	J	`jnl`	System Modeling and Performance Evaluation of Predictive QoS for Future Tele-Operated Driving. CoRR Hendrik Schippers, Cedrik Schüler, Benjamin Sliwa, Christian Wietfeld
2022	—	`conf`	TinyDRaGon: Lightweight Radio Channel Estimation for 6G Pervasive Intelligence. FNWF Melina Geis, Benjamin Sliwa, Caner Bektas, Christian Wietfeld
2022	—	`ch.`	Vehicle to Vehicle Communications: Machine Learning-Enabled Predictive Routing. Mach. Learn. under Resour. Constraints Vol. 3 (3) Cedrik Krieger, Benjamin Sliwa, Christian Wietfeld
2021	—	`conf`	A Low Cost Modular Radio Tomography System for Bicycle and Vehicle Detection and Classification. SysCon Marcus Haferkamp, Benjamin Sliwa, Christian Wietfeld
2021	J	`jnl`	Client-Based Intelligence for Resource Efficient Vehicular Big Data Transfer in Future 6G Network. CoRR Benjamin Sliwa, Rick Adam, Christian Wietfeld
2021	J	`jnl`	Client-Based Intelligence for Resource Efficient Vehicular Big Data Transfer in Future 6G Networks. IEEE Trans. Veh. Technol. Benjamin Sliwa, Rick Adam, Christian Wietfeld
2021	J	`jnl`	DRaGon: Mining Latent Radio Channel Information from Geographical Data Leveraging Deep Learning. CoRR Benjamin Sliwa, Melina Geis, Caner Bektas, Melisa López, Preben E. Mogensen, Christian Wietfeld
2021	—	`conf`	Flying Robots for Safe and Efficient Parcel Delivery Within the COVID-19 Pandemic. SysCon Manuel Patchou, Benjamin Sliwa, Christian Wietfeld
2021	J	`jnl`	Flying Robots for Safe and Efficient Parcel Delivery Within the COVID-19 Pandemic. CoRR Manuel Patchou, Benjamin Sliwa, Christian Wietfeld
2021	—	`conf`	Machine Learning-Enabled Data Rate Prediction for 5G NSA Vehicle-to-Cloud Communications. 5GWF Benjamin Sliwa, Hendrik Schippers, Christian Wietfeld
2021	J	`jnl`	Machine Learning-Enabled Data Rate Prediction for 5G NSA Vehicle-to-Cloud Communications. CoRR Benjamin Sliwa, Hendrik Schippers, Christian Wietfeld
2021	A	`conf`	Modeling and Simulation of Reconfigurable Intelligent Surfaces for Hybrid Aerial and Ground-based Vehicular Communications. MSWiM Karsten Heimann, Benjamin Sliwa, Manuel Patchou, Christian Wietfeld
2021	J	`jnl`	Modeling and Simulation of Reconfigurable Intelligent Surfaces for Hybrid Aerial and Ground-based Vehicular Communications. CoRR Karsten Heimann, Benjamin Sliwa, Manuel Patchou, Christian Wietfeld
2021	—	`conf`	PARRoT: Predictive Ad-hoc Routing Fueled by Reinforcement Learning and Trajectory Knowledge. VTC Spring Benjamin Sliwa, Cedrik Schüler, Manuel Patchou, Christian Wietfeld
2021	—	`conf`	Rapid Network Planning of Temporary Private 5G Networks with Unsupervised Machine Learning. VTC Fall Caner Bektas, Stefan Böcker, Benjamin Sliwa, Christian Wietfeld
2021	—	`—`	Resource-Efficient Vehicle-to-Cloud Communications Leveraging Machine Learning. Benjamin Sliwa
2021	—	`conf`	Robust machine learning-enabled routing for highly mobile vehicular networks with PARRoT in ns-3. WNS3 Cedrik Schüler, Manuel Patchou, Benjamin Sliwa, Christian Wietfeld
2021	—	`conf`	Towards Machine Learning-Enabled Context Adaption for Reliable Aerial Mesh Routing. VTC Fall Cedrik Schüler, Benjamin Sliwa, Christian Wietfeld
2021	J	`jnl`	Towards Machine Learning-Enabled Context Adaption for Reliable Aerial Mesh Routing. CoRR Cedrik Schüler, Benjamin Sliwa, Christian Wietfeld
2020	J	`jnl`	6G White Paper on Machine Learning in Wireless Communication Networks. CoRR Samad Ali, Walid Saad, Nandana Rajatheva, Kapseok Chang, Daniel Steinbach, Benjamin Sliwa, Christian Wietfeld, Kai Mei, Hamid Shiri, Hans-Jürgen Zepernick, Thi My Chinh Chu, Ijaz Ahmad, Jyrki Huusko, Jaakko Suutala, Shubhangi Bhadauria, Vimal Bhatia, Rangeet Mitra, SaiDhiraj Amuru, Robert Abbas, Baohua Shao, Michele Capobianco, Guanghui Yu, Maëlick Claes, Teemu Karvonen, Mingzhe Chen, Maksym A. Girnyk, Hassan Malik
2020	B	`conf`	A Reinforcement Learning Approach for Efficient Opportunistic Vehicle-to-Cloud Data Transfer. WCNC Benjamin Sliwa, Christian Wietfeld
2020	J	`jnl`	A Reinforcement Learning Approach for Efficient Opportunistic Vehicle-to-Cloud Data Transfer. CoRR Benjamin Sliwa, Christian Wietfeld
2020	J	`jnl`	Acting Selfish for the Good of All: Contextual Bandits for Resource-Efficient Transmission of Vehicular Sensor Data. CoRR Benjamin Sliwa, Rick Adam, Christian Wietfeld
2020	B	`conf`	Acting selfish for the good of all: contextual bandits for resource-efficient transmission of vehicular sensor data. MobiHoc Benjamin Sliwa, Rick Adam, Christian Wietfeld
2020	J	`jnl`	Boosting Vehicle-to-Cloud Communication by Machine Learning-Enabled Context Prediction. IEEE Trans. Intell. Transp. Syst. Benjamin Sliwa, Robert Falkenberg, Thomas Liebig, Nico Piatkowski, Christian Wietfeld
2020	B	`conf`	Deep Learning-based Signal Strength Prediction Using Geographical Images and Expert Knowledge. GLOBECOM Jakob Thrane, Benjamin Sliwa, Christian Wietfeld, Henrik Lehrmann Christiansen
2020	J	`jnl`	Deep Learning-based Signal Strength Prediction Using Geographical Images and Expert Knowledge. CoRR Jakob Thrane, Benjamin Sliwa, Christian Wietfeld, Henrik Lehrmann Christiansen
2020	—	`conf`	LIMITS: Lightweight Machine Learning for IoT Systems with Resource Limitations. ICC Benjamin Sliwa, Nico Piatkowski, Christian Wietfeld
2020	J	`jnl`	LIMITS: Lightweight Machine Learning for IoT Systems with Resource Limitations. CoRR Benjamin Sliwa, Nico Piatkowski, Christian Wietfeld
2020	B	`conf`	Offloading Safety- and Mission-Critical Tasks via Unreliable Connections. ECRTS Lea Schönberger, Georg von der Brüggen, Kuan-Hsun Chen, Benjamin Sliwa, Hazem Youssef, Aswin Karthik Ramachandran Venkatapathy, Christian Wietfeld, Michael ten Hompel, Jian-Jia Chen
2020	J	`jnl`	PARRoT: Predictive Ad-hoc Routing Fueled by Reinforcement Learning and Trajectory Knowledge. CoRR Benjamin Sliwa, Cedrik Schüler, Manuel Patchou, Christian Wietfeld
2020	—	`conf`	Reflecting Surfaces for Beyond Line-Of-Sight Coverage in Millimeter Wave Vehicular Networks. VNC Karsten Heimann, Adrian Marsch, Benjamin Sliwa, Christian Wietfeld
2020	—	`conf`	Simulating Hybrid Aerial- and Ground-based Vehicular Networks with ns-3 and LIMoSim. WNS3 Benjamin Sliwa, Manuel Patchou, Karsten Heimann, Christian Wietfeld
2020	J	`jnl`	Simulating Hybrid Aerial- and Ground-based Vehicular Networks with ns-3 and LIMoSim. CoRR Benjamin Sliwa, Manuel Patchou, Karsten Heimann, Christian Wietfeld
2020	B	`conf`	The Best of Both Worlds: Hybrid Data-Driven and Model-Based Vehicular Network Simulation. GLOBECOM Benjamin Sliwa, Manuel Patchou, Christian Wietfeld
2020	J	`jnl`	The Best of Both Worlds: Hybrid Data-Driven and Model-Based Vehicular Network Simulation. CoRR Benjamin Sliwa, Manuel Patchou, Christian Wietfeld
2020	J	`jnl`	The Channel as a Traffic Sensor: Vehicle Detection and Classification Based on Radio Fingerprinting. IEEE Internet Things J. Benjamin Sliwa, Nico Piatkowski, Christian Wietfeld
2020	J	`jnl`	The Channel as a Traffic Sensor: Vehicle Detection and Classification based on Radio Fingerprinting. CoRR Benjamin Sliwa, Nico Piatkowski, Christian Wietfeld
2020	—	`conf`	Towards Cooperative Data Rate Prediction for Future Mobile and Vehicular 6G Networks. 6G SUMMIT Benjamin Sliwa, Robert Falkenberg, Christian Wietfeld
2020	J	`jnl`	Towards Cooperative Data Rate Prediction for Future Mobile and Vehicular 6G Networks. CoRR Benjamin Sliwa, Robert Falkenberg, Christian Wietfeld
2019	J	`jnl`	Boosting Vehicle-to-cloud Communication by Machine Learning-enabled Context Prediction. CoRR Benjamin Sliwa, Robert Falkenberg, Thomas Liebig, Nico Piatkowski, Christian Wietfeld
2019	J	`jnl`	Data-Driven Network Simulation for Performance Analysis of Anticipatory Vehicular Communication Systems. IEEE Access Benjamin Sliwa, Christian Wietfeld
2019	J	`jnl`	Data-driven Network Simulation for Performance Analysis of Anticipatory Vehicular Communication Systems. CoRR Benjamin Sliwa, Christian Wietfeld
2019	—	`conf`	Empirical Analysis of Client-Based Network Quality Prediction in Vehicular Multi-MNO Networks. VTC Fall Benjamin Sliwa, Christian Wietfeld
2019	J	`jnl`	Empirical Analysis of Client-based Network Quality Prediction in Vehicular Multi-MNO Networks. CoRR Benjamin Sliwa, Christian Wietfeld
2019	—	`conf`	Lightweight Simulation of Hybrid Aerial- and Ground-Based Vehicular Communication Networks. VTC Fall Benjamin Sliwa, Manuel Patchou, Christian Wietfeld
2019	J	`jnl`	Lightweight Simulation of Hybrid Aerial- and Ground-based Vehicular Communication Networks. CoRR Benjamin Sliwa, Manuel Patchou, Christian Wietfeld
2019	—	`conf`	Performance Evaluation and Optimization of B.A.T.M.A.N. V Routing for Aerial and Ground-Based Mobile Ad-Hoc Networks. VTC Spring Benjamin Sliwa, Stefan Falten, Christian Wietfeld
2019	J	`jnl`	Performance Evaluation and Optimization of B.A.T.M.A.N. V Routing for Aerial and Ground-based Mobile Ad-hoc Networks. CoRR Benjamin Sliwa, Stefan Falten, Christian Wietfeld
2019	—	`conf`	System-of-Systems Modeling, Analysis and Optimization of Hybrid Vehicular Traffic. SysCon Benjamin Sliwa, Thomas Liebig, Tim Vranken, Michael Schreckenberg, Christian Wietfeld
2019	J	`jnl`	System-of-Systems Modeling, Analysis and Optimization of Hybrid Vehicular Traffic. CoRR Benjamin Sliwa, Thomas Liebig, Tim Vranken, Michael Schreckenberg, Christian Wietfeld
2019	—	`conf`	Towards Data-Driven Simulation of End-to-End Network Performance Indicators. VTC Fall Benjamin Sliwa, Christian Wietfeld
2019	J	`jnl`	Towards Data-driven Simulation of End-to-end Network Performance Indicators. CoRR Benjamin Sliwa, Christian Wietfeld
2019	—	`conf`	Unmanned Aerial Vehicles in Logistics: Efficiency Gains and Communication Performance of Hybrid Combinations of Ground and Aerial Vehicles. VNC Manuel Patchou, Benjamin Sliwa, Christian Wietfeld
2019	J	`jnl`	Unmanned Aerial Vehicles in Logistics: Efficiency Gains and Communication Performance of Hybrid Combinations of Ground and Aerial Vehicles. CoRR Manuel Patchou, Benjamin Sliwa, Christian Wietfeld
2018	J	`jnl`	A Radio-fingerprinting-based Vehicle Classification System for Intelligent Traffic Control in Smart Cities. CoRR Benjamin Sliwa, Marcus Haferkamp, Manar Al-Askary, Dennis Dorn, Christian Wietfeld
2018	—	`conf`	A radio-fingerprinting-based vehicle classification system for intelligent traffic control in smart cities. SysCon Benjamin Sliwa, Marcus Haferkamp, Manar Al-Askary, Dennis Dorn, Christian Wietfeld
2018	J	`jnl`	Car-to-Cloud Communication Traffic Analysis Based on the Common Vehicle Information Model. CoRR Johannes Pillmann, Benjamin Sliwa, Jens Schmutzler, Christoph Ide, Christian Wietfeld
2018	—	`conf`	Efficient Machine-Type Communication Using Multi-Metric Context-Awareness for Cars Used as Mobile Sensors in Upcoming 5G Networks. VTC Spring Benjamin Sliwa, Thomas Liebig, Robert Falkenberg, Johannes Pillmann, Christian Wietfeld
2018	J	`jnl`	Efficient Machine-type Communication using Multi-metric Context-awareness for Cars used as Mobile Sensors in Upcoming 5G Networks. CoRR Benjamin Sliwa, Thomas Liebig, Robert Falkenberg, Johannes Pillmann, Christian Wietfeld
2018	—	`conf`	Efficient and Reliable Car-to-Cloud Data Transfer Empowered by BBR-Enabled Network Coding. VTC Fall Johannes Pillmann, Daniel Behnke, Benjamin Sliwa, Matthias Priebe, Christian Wietfeld
2018	J	`jnl`	Empirical evaluation of predictive channel-aware transmission for resource efficient car-to-cloud communication. CoRR Johannes Pillmann, Benjamin Sliwa, Christian Kastin, Christian Wietfeld
2018	—	`conf`	Exploiting Map Topology Knowledge for Context-Predictive Multi-Interface Car-to-Cloud Communication. VTC Fall Benjamin Sliwa, Johannes Pillmann, Maximilian Klaß, Christian Wietfeld
2018	J	`jnl`	Exploiting Map Topology Knowledge for Context-predictive Multi-interface Car-to-cloud Communication. CoRR Benjamin Sliwa, Johannes Pillmann, Maximilian Klaß, Christian Wietfeld
2018	—	`conf`	Leveraging the Channel as a Sensor: Real-time Vehicle Classification Using Multidimensional Radio-fingerprinting. ITSC Benjamin Sliwa, Nico Piatkowski, Marcus Haferkamp, Dennis Dorn, Christian Wietfeld
2018	J	`jnl`	Leveraging the Channel as a Sensor: Real-time Vehicle Classification Using Multidimensional Radio-fingerprinting. CoRR Benjamin Sliwa, Nico Piatkowski, Marcus Haferkamp, Dennis Dorn, Christian Wietfeld
2018	—	`conf`	Machine Learning Based Context-Predictive Car-to-Cloud Communication Using Multi-Layer Connectivity Maps for Upcoming 5G Networks. VTC Fall Benjamin Sliwa, Robert Falkenberg, Thomas Liebig, Johannes Pillmann, Christian Wietfeld
2018	—	`conf`	Machine Learning Based Uplink Transmission Power Prediction for LTE and Upcoming 5G Networks Using Passive Downlink Indicators. VTC Fall Robert Falkenberg, Benjamin Sliwa, Nico Piatkowski, Christian Wietfeld
2018	J	`jnl`	Machine Learning Based Uplink Transmission Power Prediction for LTE and Upcoming 5G Networks using Passive Downlink Indicators. CoRR Robert Falkenberg, Benjamin Sliwa, Nico Piatkowski, Christian Wietfeld
2018	J	`jnl`	Machine learning based context-predictive car-to-cloud communication using multi-layer connectivity maps for upcoming 5G networks. CoRR Benjamin Sliwa, Thomas Liebig, Robert Falkenberg, Johannes Pillmann, Christian Wietfeld
2018	—	`conf`	Payload-Size and Deadline-Aware Scheduling for Upcoming 5G Networks: Experimental Validation in High-Load Scenarios. VTC Fall Stefan Monhof, Marcus Haferkamp, Benjamin Sliwa, Christian Wietfeld
2018	J	`jnl`	Payload-size and Deadline-aware Scheduling for Upcoming 5G Networks: Experimental Validation in High-load Scenarios. CoRR Stefan Monhof, Marcus Haferkamp, Benjamin Sliwa, Christian Wietfeld
2018	—	`conf`	Performance Comparison of Dynamic Vehicle Routing Methods for Minimizing the Global Dwell Time in Upcoming Smart Cities. VTC Fall Tim Vranken, Benjamin Sliwa, Christian Wietfeld, Michael Schreckenberg
2018	J	`jnl`	Radio-based Traffic Flow Detection and Vehicle Classification for Future Smart Cities. CoRR Marcus Haferkamp, Manar Al-Askary, Dennis Dorn, Benjamin Sliwa, Lars Habel, Michael Schreckenberg, Christian Wietfeld
2018	B	`conf`	Resource-Efficient Transmission of Vehicular Sensor Data Using Context-Aware Communication. MDM Benjamin Sliwa, Thomas Liebig, Robert Falkenberg, Johannes Pillmann, Christian Wietfeld
2018	J	`jnl`	Resource-efficient Transmission of Vehicular Sensor Data Using Context-aware Communication. CoRR Benjamin Sliwa, Thomas Liebig, Robert Falkenberg, Johannes Pillmann, Christian Wietfeld
2018	J	`jnl`	System-in-the-loop Design Space Exploration for Efficient Communication in Large-scale IoT-based Warehouse Systems. CoRR Robert Falkenberg, Jens Drenhaus, Benjamin Sliwa, Christian Wietfeld
2018	—	`conf`	System-in-the-loop design space exploration for efficient communication in large-scale IoT-based warehouse systems. SysCon Robert Falkenberg, Jens Drenhaus, Benjamin Sliwa, Christian Wietfeld
2018	B	`conf`	The AutoMat CVIM - A Scalable Data Model for Automotive Big Data Marketplaces. MDM Johannes Pillmann, Benjamin Sliwa, Christian Wietfeld
2018	J	`jnl`	The AutoMat CVIM - A Scalable Data Model for Automotive Big Data Marketplaces. CoRR Johannes Pillmann, Benjamin Sliwa, Christian Wietfeld
2017	—	`conf`	A Simple Scheme for Distributed Passive Load Balancing in Mobile Ad-Hoc Networks. VTC Spring Benjamin Sliwa, Robert Falkenberg, Christian Wietfeld
2017	J	`jnl`	A Simple Scheme for Distributed Passive Load Balancing in Mobile Ad-hoc Networks. CoRR Benjamin Sliwa, Robert Falkenberg, Christian Wietfeld
2017	—	`conf`	Car-to-Cloud Communication Traffic Analysis Based on the Common Vehicle Information Model. VTC Spring Johannes Pillmann, Benjamin Sliwa, Jens Schmutzler, Christoph Ide, Christian Wietfeld
2017	—	`conf`	Empirical evaluation of predictive channel-aware transmission for resource efficient car-to-cloud communication. VNC Johannes Pillmann, Benjamin Sliwa, Christian Kastin, Christian Wietfeld
2017	J	`jnl`	LIMoSim: A Lightweight and Integrated Approach for Simulating Vehicular Mobility with OMNeT++. CoRR Benjamin Sliwa, Johannes Pillmann, Fabian Eckermann, Christian Wietfeld
2017	J	`jnl`	Lightweight Joint Simulation of Vehicular Mobility and Communication with LIMoSim. CoRR Benjamin Sliwa, Johannes Pillmann, Fabian Eckermann, Lars Habel, Michael Schreckenberg, Christian Wietfeld
2017	—	`conf`	Lightweight joint simulation of vehicular mobility and communication with LIMoSim. VNC Benjamin Sliwa, Johannes Pillmann, Fabian Eckermann, Lars Habel, Michael Schreckenberg, Christian Wietfeld
2017	—	`conf`	Payload-Size and Deadline-Aware scheduling for time-critical Cyber Physical Systems. Wireless Days Marcus Haferkamp, Benjamin Sliwa, Christoph Ide, Christian Wietfeld
2017	—	`conf`	Radio-Based Traffic Flow Detection and Vehicle Classification for Future Smart Cities. VTC Spring Marcus Haferkamp, Manar Al-Askary, Dennis Dorn, Benjamin Sliwa, Lars Habel, Michael Schreckenberg, Christian Wietfeld
2017	—	`conf`	Rushing Full Speed with LTE-Advanced Is Economical - A Power Consumption Analysis. VTC Spring Robert Falkenberg, Benjamin Sliwa, Christian Wietfeld
2017	J	`jnl`	Rushing Full Speed with LTE-Advanced is Economical - A Power Consumption Analysis. CoRR Robert Falkenberg, Benjamin Sliwa, Christian Wietfeld
2016	J	`jnl`	An OMNeT++ based Framework for Mobility-aware Routing in Mobile Robotic Networks. CoRR Benjamin Sliwa, Christoph Ide, Christian Wietfeld
2016	—	`conf`	B.A.T.Mobile: Leveraging Mobility Control Knowledge for Efficient Routing in Mobile Robotic Networks. GLOBECOM Workshops Benjamin Sliwa, Daniel Behnke, Christoph Ide, Christian Wietfeld
2016	J	`jnl`	B.A.T.Mobile: Leveraging Mobility Control Knowledge for Efficient Routing in Mobile Robotic Networks. CoRR Benjamin Sliwa, Daniel Behnke, Christoph Ide, Christian Wietfeld
2016	J	`jnl`	Payload-Size and Deadline-Aware Scheduling for Time-critical Cyber Physical Systems. CoRR Marcus Haferkamp, Benjamin Sliwa, Christoph Ide, Christian Wietfeld