Nikhitha Nunavath; Emilio Calvanese Strinati; Riccardo Bassoli; Frank H. P. Fitzek
Pragmatic Semantic Communication through Quantum Channel Proceedings Article
In: 2024 International Conference on 6G Networking (6GNet 2024), Paris, France, 2024.
BibTeX
@inproceedings{Nunavath24:Pragmatic, title = {Pragmatic Semantic Communication through Quantum Channel}, author = {Nikhitha {Nunavath} and Emilio Calvanese {Strinati} and Riccardo {Bassoli} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-10-21}, urldate = {2024-10-01}, booktitle = {2024 International Conference on 6G Networking (6GNet 2024)}, address = {Paris, France}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
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Nikhitha Nunavath; Muhammad Idham Habibie; Emilio Calvanese Strinati; Riccardo Bassoli; Frank H. P. Fitzek
Quantum Semantic Communications for Graph-Based Models Proceedings Article
In: International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), Lucca, Italy, 2024.
@inproceedings{Nunavath24:Graph, title = {Quantum Semantic Communications for Graph-Based Models}, author = {Nikhitha {Nunavath} and Muhammad Idham {Habibie} and Emilio Calvanese {Strinati} and Riccardo {Bassoli} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-09-10}, urldate = {2024-09-01}, booktitle = {International Workshop on Signal Processing Advances in Wireless Communications (SPAWC)}, address = {Lucca, Italy}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Christopher Lehmann; Jennifer Schwardt; Jennifer Gabriel; Frank H. P. Fitzek
On Rate Probing in Wireless Mesh Networks Proceedings Article
In: International Conference on Electrical, Computer and Energy Technologies (ICECET), Sydney, Australia, 2024.
@inproceedings{Lehmann24:RateProbing, title = {On Rate Probing in Wireless Mesh Networks}, author = {Christopher {Lehmann} and Jennifer {Schwardt} and Jennifer {Gabriel} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-07-25}, urldate = {2024-07-01}, booktitle = {International Conference on Electrical, Computer and Energy Technologies (ICECET)}, address = {Sydney, Australia}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Yannik Böck; Holger Boche; Zoe Garcia del Toro; Frank H. P. Fitzek
Feynman Meets Turing: The Uncomputability of Quantum Gate-Circuit Emulation and Concatenation Proceedings Article
In: IEEE International Symposium on Information Theory (ISIT), Athens, Greece, 2024.
@inproceedings{Boeck24:FeymanTuring, title = {Feynman Meets Turing: The Uncomputability of Quantum Gate-Circuit Emulation and Concatenation}, author = {Yannik {B\"{o}ck} and Holger {Boche} and Zoe Garcia {del Toro} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-07-07}, urldate = {2024-07-01}, booktitle = {IEEE International Symposium on Information Theory (ISIT)}, address = {Athens, Greece}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Prashanth K. H. Sheshagiri; Juan A. Cabrera; Frank H. P. Fitzek
Repurposing Physical Layer Secret Keys: A Novel Paradigm for Common Randomness Generation Proceedings Article
@inproceedings{Sheshagiri24:SecretKeys, title = {Repurposing Physical Layer Secret Keys: A Novel Paradigm for Common Randomness Generation}, author = {Prashanth K. H. {Sheshagiri} and Juan A. {Cabrera} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-07-07}, urldate = {2024-07-01}, booktitle = {IEEE International Symposium on Information Theory (ISIT)}, address = {Athens, Greece}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Ricardo J. B. Pousa; Giang T. Nguyen; Riccardo Bassoli; Frank H. P. Fitzek
Road to Dynamic Functional Split in Radio Access Networks Proceedings Article
In: IEEE Mediterranean Electrotechnical Conference (MELECON), pp. 6, Porto, Portugal, 2024.
Abstract | BibTeX
@inproceedings{Pous24:Road, title = {Road to Dynamic Functional Split in Radio Access Networks}, author = {Ricardo J. B. {Pousa} and Giang T. {Nguyen} and Riccardo {Bassoli} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-06-24}, urldate = {2024-06-01}, booktitle = {IEEE Mediterranean Electrotechnical Conference (MELECON)}, pages = {6}, address = {Porto, Portugal}, abstract = {The ever-growing bandwidth requirements of mobile networks have prompted the re-evaluation of a centralized architecture for Radio Access Networks (RANs). Although relieved by optical connections, the bottleneck inherent with CRANs can impede future service delivery. Changing to a non-static functional architecture may be better suited for evolving scenarios. Different options have been outlined to split the Base Band Units (BBUs) protocol stack functionality to meet the envisioned demands while minimizing Capital Expenditure (CAPEX). The bandwidth requirement between split functions varies greatly depending on the Functional Split (FS) chosen. The emergence of Network Function Virtualization (NFV), and the possibility of using Commercial off-the-shelf (COTS) components with specialized software allows for easy repair and maintainability. By deploying BBU functions virtually on COTS nodes, enabling the architecture adjustment on a use-case basis, Operating Expenditure (OPEX) can be further reduced. This work covers the solution of Dynamic Functional Split (DFS), the deployment requirements, and how they affect the envisioned RAN architecture. The conclusion reached is that addressing the needs of the emergent mobile networks with a DFS unlocks new opportunities for using RAN resources.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Paul Schwenteck; Sandra Zimmermann; Caspar von Lengerke; Christian Scheunert; Frank H. P. Fitzek
NET Playground - A Multi-Functional Testbed for Distributed Systems Proceedings Article
In: IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom), Tbilisi, Georgia, 2024.
@inproceedings{Schwenteck24:NET, title = {NET Playground - A Multi-Functional Testbed for Distributed Systems}, author = {Paul {Schwenteck} and Sandra {Zimmermann} and Caspar {von Lengerke} and Christian {Scheunert} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-06-23}, urldate = {2024-06-23}, booktitle = {IEEE International Black Sea Conference on Communications and Networking (BlackSeaCom)}, address = {Tbilisi, Georgia}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Lisa Y. Debus; Pit Hofmann; Jorge Torres Gómez; Frank H. P. Fitzek; Falko Dressler
Synchronized Relaying in Molecular Communication: An AI-based Approach using a Mobile Testbed Setup Proceedings Article
In: Workshop on Molecular Communications (MolCom), pp. 4, Oslo, Norway, 2024.
@inproceedings{debus2024, title = {Synchronized Relaying in Molecular Communication: An AI-based Approach using a Mobile Testbed Setup}, author = {Lisa Y. {Debus} and Pit {Hofmann} and Jorge Torres {G\'{o}mez} and Frank H. P. {Fitzek} and Falko {Dressler}}, year = {2024}, date = {2024-06-10}, urldate = {2024-06-10}, booktitle = {Workshop on Molecular Communications (MolCom)}, pages = {4}, address = {Oslo, Norway}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Pit Hofmann; Sebastian Schmidt; Alexander Wietfeld; Pengjie Zhou; Jonas Fuchtmann; Frank H. P. Fitzek; Wolfgang Kellerer
A Molecular Communication Perspective on Detecting Arterial Plaque Formation Proceedings Article
@inproceedings{hofmann2024, title = {A Molecular Communication Perspective on Detecting Arterial Plaque Formation}, author = {Pit {Hofmann} and Sebastian {Schmidt} and Alexander {Wietfeld} and Pengjie {Zhou} and Jonas {Fuchtmann} and Frank H. P. {Fitzek} and Wolfgang {Kellerer}}, year = {2024}, date = {2024-06-10}, urldate = {2024-06-01}, booktitle = {Workshop on Molecular Communications (MolCom)}, pages = {4}, address = {Oslo, Norway}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Pengjie Zhou; Pit Hofmann; Juan A. Cabrera; Frank H. P. Fitzek
Detection Algorithm Study for a Microfluidic Molecular Communication Testbed Setup Proceedings Article
@inproceedings{pengjiezhou2024, title = {Detection Algorithm Study for a Microfluidic Molecular Communication Testbed Setup}, author = {Pengjie {Zhou} and Pit {Hofmann} and Juan A. {Cabrera} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-06-10}, urldate = {2024-06-01}, booktitle = {Workshop on Molecular Communications (MolCom)}, pages = {4}, address = {Oslo, Norway}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Jiajing Zhang; Lyuqiao Zhong; Yushan Yang; Jonas Schulz; Giang T. Nguyen; Frank H. P. Fitzek
LEON: Simulating Handover Integrating Non-Terrestrial Networks with 5G and Beyond Proceedings Article
In: Tenth Workshop on Micro Aerial Vehicle Networks, Systems, and Applications co-located with ACM MobiSys 2024, 22nd ACM International Conference on Mobile Systems, Applications, and Services, Tokyo, Japan, 2024.
@inproceedings{Zhang24:LEON, title = {LEON: Simulating Handover Integrating Non-Terrestrial Networks with 5G and Beyond}, author = {Jiajing {Zhang} and Lyuqiao {Zhong} and Yushan {Yang} and Jonas {Schulz} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-06-07}, urldate = {2024-06-01}, booktitle = {Tenth Workshop on Micro Aerial Vehicle Networks, Systems, and Applications co-located with ACM MobiSys 2024, 22nd ACM International Conference on Mobile Systems, Applications, and Services}, address = {Tokyo, Japan}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Volodymyr Bondarenko; Jiajing Zhang; Giang T. Nguyen; Frank H. P. Fitzek
A Universal Method for Performance Assessment of Meta Quest XR Devices Proceedings Article
In: Gaming, Entertainment, and Media Conference (GEM), pp. 1-6, Turin, Italy, 2024.
Links | BibTeX
@inproceedings{Bondarenko24:Performance, title = {A Universal Method for Performance Assessment of Meta Quest XR Devices}, author = {Volodymyr {Bondarenko} and Jiajing {Zhang} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, doi = {10.1109/GEM61861.2024.10585428}, year = {2024}, date = {2024-06-05}, urldate = {2024-01-01}, booktitle = {Gaming, Entertainment, and Media Conference (GEM)}, pages = {1-6}, address = {Turin, Italy}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Mauri Seidel; Andreas I. Grohmann; Christopher Lehmann; Justus Rischke; Frank H. P. Fitzek
On the Impact of 5G User Equipments on Latency across Chipset Generations Proceedings Article
In: International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), pp. 177-185, Perth, Western Australia, 2024.
@inproceedings{Seidel24:UEs, title = {On the Impact of 5G User Equipments on Latency across Chipset Generations}, author = {Mauri {Seidel} and Andreas I. {Grohmann} and Christopher {Lehmann} and Justus {Rischke} and Frank H. P. {Fitzek}}, doi = {10.1109/WoWMoM60985.2024.00039}, year = {2024}, date = {2024-06-04}, urldate = {2024-06-04}, booktitle = {International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)}, pages = {177-185}, address = {Perth, Western Australia}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
ÖÖzgür Umut Akgül; Mårten Ericson; Pere Garau Burguera; Bassem Arar; Bahare Masood Khorsandi; Roberto Querio; Antonio Varvara; Hasanin Harkous; Stefan Wänstedt; Milan Groshev; Antonio de la Oliva; Janusz Pieczerak; Slawomir Kuklinski; Swaraj Shekhar Nande; Riccardo Bassoli; Frank H.P. Fitzek
Discussion on 6G Architecture Evolution: Challenges and Emerging Technology Trends Proceedings Article
In: EUCNC 6G Summit 2024, Antwerb, Belgium, 2024.
@inproceedings{Akg\"{u}l24:6GArchitecture, title = {Discussion on 6G Architecture Evolution: Challenges and Emerging Technology Trends}, author = {\"{O}\"{O}zg\"{u}r Umut {Akg\"{u}l} and Mr{a}rten {Ericson} and Pere Garau {Burguera} and Bassem {Arar} and Bahare Masood {Khorsandi} and Roberto {Querio} and Antonio {Varvara} and Hasanin {Harkous} and Stefan {W\"{a}nstedt} and Milan {Groshev} and Antonio de la {Oliva} and Janusz {Pieczerak} and Slawomir {Kuklinski} and Swaraj Shekhar {Nande} and Riccardo {Bassoli} and Frank H.P. {Fitzek}}, year = {2024}, date = {2024-06-03}, urldate = {2024-06-03}, booktitle = {EUCNC 6G Summit 2024}, address = {Antwerb, Belgium}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Paul Schwenteck; Sandra Zimmermann; Caspar von Lengerke; Juan A. Cabrera; Frank H. P. Fitzek
Revisiting MARS: Storing Coded Packets In-Advance for IPFS Proceedings Article
In: 2024 IEEE International Conference on Communications (ICC): Communication Software and Multimedia Symposium (IEEE ICC'24 - CSM Symposium), pp. 5.96, Denver, USA, 2024.
@inproceedings{Schw2406:Revisiting, title = {Revisiting MARS: Storing Coded Packets In-Advance for IPFS}, author = {Paul {Schwenteck} and Sandra {Zimmermann} and Caspar {von Lengerke} and Juan A. {Cabrera} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-06-01}, urldate = {2024-06-01}, booktitle = {2024 IEEE International Conference on Communications (ICC): Communication Software and Multimedia Symposium (IEEE ICC\'24 - CSM Symposium)}, pages = {5.96}, address = {Denver, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Stefan Senk; Tobias Scheinert; Hosein K. Nazari; How-Hang Liu; Giang T. Nguyen; Frank H. P. Fitzek
5G-TSN FlexTac: Experience A New Touch Proceedings Article
In: IEEE INFOCOM WKSHPS: The 11th International Workshop on Computer and Networking Experimental Research using Testbeds (CNERT 2024) (INFOCOM CNERT 2024), pp. 3, Vancouver, Canada, 2024.
@inproceedings{Senk2405:5G, title = {5G-TSN FlexTac: Experience A New Touch}, author = {Stefan {Senk} and Tobias {Scheinert} and Hosein K. {Nazari} and How-Hang {Liu} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-05-20}, urldate = {2024-05-01}, booktitle = {IEEE INFOCOM WKSHPS: The 11th International Workshop on Computer and Networking Experimental Research using Testbeds (CNERT 2024) (INFOCOM CNERT 2024)}, pages = {3}, address = {Vancouver, Canada}, abstract = {The Tactile Internet (TI) is a revolutionary communication platform that enables perceived real-time interaction between humans and machines, such as in remote surgery. However, realizing TI is a complex challenge in wireless networks like the 5G and beyond 5G mobile communication systems. 5G-TSN is an approach adopting the determinism of Time-Sensitive Networking (TSN) into 5G systems. This demo presents 5G-TSN FlexTac, a 5G and TSN combination, to achieve ultra-low latency for real-time tactile experiences. The demo showcases its effectiveness in providing immersive haptic interactions, opening avenues for virtual reality and remote surgery applications. The user can experience the Tactile Internet with haptic feedback through a cyber-physical input device. Furthermore, the user can understand the need for traffic prioritization by investigating the effects of different QoS settings in the 5G-TSN FlexTac testbed.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Improving Common Randomness Rate using Software Defined Radios Proceedings Article
In: IEEE International Conference on Computer Communications (INFOCOM) - Demo, Vancouver, Canada, 2024.
@inproceedings{prashanth24:demo, title = {Improving Common Randomness Rate using Software Defined Radios}, author = {Prashanth K. H. {Sheshagiri} and Juan A. {Cabrera} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-05-20}, urldate = {2024-05-20}, booktitle = {IEEE International Conference on Computer Communications (INFOCOM) - Demo}, address = {Vancouver, Canada}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Mahdi Attawna; Osel Lhamo; Tung V. Doan; Frank H. P. Fitzek; Giang T. Nguyen
Towards Reliable Cloud-native 5G and Beyond Networks using In-Network Computing Proceedings Article
In: IEEE/IFIP Network Operations and Management Symposium, Seoul, South Korea, 2024.
@inproceedings{mattawna20241, title = {Towards Reliable Cloud-native 5G and Beyond Networks using In-Network Computing}, author = {Mahdi {Attawna} and Osel {Lhamo} and Tung V. {Doan} and Frank H. P. {Fitzek} and Giang T. {Nguyen}}, year = {2024}, date = {2024-05-06}, urldate = {2024-05-06}, booktitle = {IEEE/IFIP Network Operations and Management Symposium}, address = {Seoul, South Korea}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Tung V. Doan; Frank H. P. Fitzek; Giang T. Nguyen
StateOS: Enabling Versatile Network Function Virtualization in Edge Clouds Proceedings Article
In: 2024 IEEE/IFIP Network Operations and Management Symposium (NOMS 2024), Seoul, South Korea, 2024.
@inproceedings{Doan24:Noms, title = {StateOS: Enabling Versatile Network Function Virtualization in Edge Clouds}, author = {Tung V. {Doan} and Frank H. P. {Fitzek} and Giang T. {Nguyen}}, year = {2024}, date = {2024-05-06}, urldate = {2023-05-06}, booktitle = {2024 IEEE/IFIP Network Operations and Management Symposium (NOMS 2024)}, address = {Seoul, South Korea}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Roya Khanzadeh; Stefan Angerbauer; Jorge Torres Gomez; Pit Hofmann; Falko Dressler; Frank H. P. Fitzek; Andreas Springer; Werner Haselmayr
Explainable Asymmetric Auto-Encoder for End-To-End Learning of IoBNT Communications Proceedings Article
In: 2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), Stockholm, Sweden, 2024.
@inproceedings{Khanzadeh2023explainable, title = {Explainable Asymmetric Auto-Encoder for End-To-End Learning of IoBNT Communications}, author = {Roya {Khanzadeh} and Stefan {Angerbauer} and Jorge Torres {Gomez} and Pit {Hofmann} and Falko {Dressler} and Frank H. P. {Fitzek} and Andreas {Springer} and Werner {Haselmayr}}, year = {2024}, date = {2024-05-05}, urldate = {2024-05-05}, booktitle = {2024 IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN)}, address = {Stockholm, Sweden}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Kelaja Schert; Zoltan Nochta; Shiwei Shen; Razan Habeeb
An Approach to Predict the Available Storage Capacity in Battery Electric Vehicle Fleets Proceedings Article
In: International Electric Vehicle Symposium & Exhibition (EVS), Seoul, Korea, 2024.
@inproceedings{Schert24:PredictCapacity, title = {An Approach to Predict the Available Storage Capacity in Battery Electric Vehicle Fleets}, author = {Kelaja {Schert} and Zoltan {Nochta} and Shiwei {Shen} and Razan {Habeeb}}, year = {2024}, date = {2024-04-23}, urldate = {2024-01-01}, booktitle = {International Electric Vehicle Symposium \& Exhibition (EVS)}, address = {Seoul, Korea}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
ÖÖzgür Umut Akgül; Slawomir Kuklinski; Mårten Ericson; Hasanin Harkous; Roberto Querio; Antonio Varvara; Bassem Arar; Bahare Masood Khorsandi; and Stefan Wänstedt; and Riccardo Bassoli; Frank H.P. Fitzek
6G Function Modularity: Benefits, Challenges, and Options Proceedings Article
In: IEEE Wireless Communications and Networking Conference (WCNC 2024), Dubai, UAE, 2024.
@inproceedings{Akg\"{u}l24:6GModularity, title = {6G Function Modularity: Benefits, Challenges, and Options}, author = {\"{O}\"{O}zg\"{u}r Umut {Akg\"{u}l} and Slawomir {Kuklinski} and Mr{a}rten {Ericson} and Hasanin {Harkous} and Roberto {Querio} and Antonio {Varvara} and Bassem {Arar} and Bahare Masood {Khorsandi} and and Stefan {W\"{a}nstedt} and and Riccardo {Bassoli} and Frank H.P. {Fitzek}}, year = {2024}, date = {2024-04-21}, urldate = {2024-04-21}, booktitle = {IEEE Wireless Communications and Networking Conference (WCNC 2024)}, address = {Dubai, UAE}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Swaraj Shekhar Nande; Andrea Garbugli; Riccardo Bassoli; Frank H. P. Fitzek
Time Synchronization in Communication Networks: A Comparative Study of Quantum Technologies Proceedings Article
In: IEEE Wireless Communications and Networking Conference (WCNC), pp. 6, Dubai, UAE, 2024.
@inproceedings{Nande24:GBF, title = {Time Synchronization in Communication Networks: A Comparative Study of Quantum Technologies}, author = {Swaraj Shekhar {Nande} and Andrea {Garbugli} and Riccardo {Bassoli} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-04-21}, urldate = {2024-04-21}, booktitle = {IEEE Wireless Communications and Networking Conference (WCNC)}, pages = {6}, address = {Dubai, UAE}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Dominik Welte; Christopher Lehmann; Manuel Schappacher; Thomas Höschele; Axel Sikora; Frank H. P. Fitzek
Implementing TSN over 5G Proceedings Article
In: IEEE International Conference on Factory Communication Systems (WFCS), Toulouse, France, 2024.
@inproceedings{Welte24:TSN, title = {Implementing TSN over 5G}, author = {Dominik {Welte} and Christopher {Lehmann} and Manuel {Schappacher} and Thomas {H\"{o}schele} and Axel {Sikora} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-04-17}, urldate = {2024-04-01}, booktitle = {IEEE International Conference on Factory Communication Systems (WFCS)}, address = {Toulouse, France}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Volodymyr Bondarenko; Jonas Schulz; Giang T. Nguyen; Frank H. P. Fitzek
Latency Visualization Emulation Scheme for Interactive Cloud XR Gaming Proceedings Article
In: IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), pp. 385-387, 2024.
@inproceedings{Bondarenko24:LatencyEmulation, title = {Latency Visualization Emulation Scheme for Interactive Cloud XR Gaming}, author = {Volodymyr {Bondarenko} and Jonas {Schulz} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, doi = {10.1109/PerComWorkshops59983.2024.10503547}, year = {2024}, date = {2024-03-11}, urldate = {2024-03-11}, booktitle = {IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)}, pages = {385-387}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Yushan Yang; MingYu Ma; Tung V. Doan; Thomas Hulin; Frank H. P. Fitzek; Giang T. Nguyen
Touch the Metaverse: Demonstration of Haptic Feedback in Network-Assisted Augmented Reality Proceedings Article
In: IEEE Annual Conference on Pervasive Computing and Communications Workshops and Affiliated Events (PerCom), pp. 379-381, Biarritz, France, 2024.
@inproceedings{Yang24:DemoHapticFeedback, title = {Touch the Metaverse: Demonstration of Haptic Feedback in Network-Assisted Augmented Reality}, author = {Yushan {Yang} and MingYu {Ma} and Tung V. {Doan} and Thomas {Hulin} and Frank H. P. {Fitzek} and Giang T. {Nguyen}}, doi = {10.1109/PerComWorkshops59983.2024.10503143}, year = {2024}, date = {2024-03-11}, urldate = {2024-03-11}, booktitle = {IEEE Annual Conference on Pervasive Computing and Communications Workshops and Affiliated Events (PerCom)}, pages = {379-381}, address = {Biarritz, France}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Vincent Latzko; Christian Leonard Vielhaus; Mahshid Mehrabi; Frank H. P. Fitzek
Accelerator-Aware Computation Offloading under Timing Constraints Proceedings Article
In: 2024 International Conference on Computing, Networking and Communications (ICNC): Edge Computing, Cloud Computing and Big Data (ICNC'24 ECB), pp. 5, Big Island, USA, 2024.
@inproceedings{Latzko2402:Accelerator, title = {Accelerator-Aware Computation Offloading under Timing Constraints}, author = {Vincent {Latzko} and Christian Leonard {Vielhaus} and Mahshid {Mehrabi} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-02-19}, urldate = {2024-02-01}, booktitle = {2024 International Conference on Computing, Networking and Communications (ICNC): Edge Computing, Cloud Computing and Big Data (ICNC'24 ECB)}, pages = {5}, address = {Big Island, USA}, abstract = {The rise of chiplets in personal and high performance computing is mirrored in System on Chip (SOC) in mobile devices. Both paradigms allow vendors and designers to integrate dedicated circuitry for accelerating computation. Implementations like cryptographic or vector engines are well known, and nowadays Machine Learning (ML) blocks are often included to accelerate Deep Neural Network (DNN) inference. The shift toward diverse device architectures, as exemplified by RISC-V, is poised to gain momentum. The widespread integration of accelerators in smartphones, tablets, SoCs, and dedicated server systems, is opening up exciting new innovations. In this short paper we present computation offloading for specific workloads in the framework of Multi-Access Edge Computing (MEC) and energy optimisation. We honour inter- task dependency through use of a Directed Acyclic Graph (DAG). Our system model with multiple mobile users, Device- to-Device (D2D) links between User Equipments (UEs), and edge servers enables computational and communication cooperation. The system's energy efficiency is significantly improved by introducing accelerators to the UEs and the MEC. We study the capabilities of the devices (accelerators) and propose an effective solution.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Vincent Latzko; Zhenzhen Jia; Christian Leonard Vielhaus; Mahshid Mehrabi; Frank H. P. Fitzek
Experiment as Code - An Automated Testbed for Cloud Scaling and Operations Proceedings Article
In: International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA), pp. 5, Mahe, Seychelles, 2024.
Abstract | Links | BibTeX
@inproceedings{Latzko2402:Experiment_as_Code, title = {Experiment as Code - An Automated Testbed for Cloud Scaling and Operations}, author = {Vincent {Latzko} and Zhenzhen {Jia} and Christian Leonard {Vielhaus} and Mahshid {Mehrabi} and Frank H. P. {Fitzek} }, doi = {10.1109/ACDSA59508.2024.10468018}, year = {2024}, date = {2024-02-01}, urldate = {2024-02-01}, booktitle = {International Conference on Artificial Intelligence, Computer, Data Sciences and Applications (ACDSA)}, pages = {5}, address = {Mahe, Seychelles}, abstract = {Cloud Computing has been widely adopted in industry, administrations, as well as research. At the same time, development and testing of new technologies is troubled by inconsistent environments. Exchanging modules of a system during research becomes a major obstacle. As a result, baselines for comparisons are lacking, and evaluating new developments may lead to heavy time cost. Big industrial players typically circumvent this problem by relying on the scale of their datacenters, experiments, and problems, which makes them inherently interesting. We propose a softwarised testbed that abstracts away inevitable hardware differences. Its design closely follows the established philosophy to separate workloads and declare expressive interfaces between them. The result is a coherent testbed, consisting of interchangeable, but state of the art, components. It establishes Experiment-as-Code, where an experiment is declared to load generators programmatically. In sum, the testbed yields reproducible results. We verify networking, computational and interacting components by reproducing known results. We illustrate one use case of scaling under uncertainty the applicability for research. The whole system is hosted on-premise, with minimal hardware requirements, which enables especially academia to contribute. The low-effort in setup also allows handover to students and staff with the goal to ensure knowledge transfer.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Achim Schade; Vu Nguyen; Cansu Gencoglu; Giang T. Nguyen; Frank H. P. Fitzek
Intuitive Robot Control with Data Gloves for Industrial Use Cases Proceedings Article
In: 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC 2024), pp. 2, Las Vegas, USA, 2024.
@inproceedings{Schade24:Demo, title = {Intuitive Robot Control with Data Gloves for Industrial Use Cases}, author = {Achim {Schade} and Vu {Nguyen} and Cansu {Gencoglu} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-01-06}, urldate = {2024-01-06}, booktitle = {2024 IEEE 21st Consumer Communications \& Networking Conference (CCNC 2024)}, pages = {2}, address = {Las Vegas, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Christopher Lehmann; Yijun Zhu; Andreas I. Grohmann; Frank H. P. Fitzek
Demonstration of Wireless Multi-Path Communication to Improve Reliability Proceedings Article
@inproceedings{lehmann24:demo, title = {Demonstration of Wireless Multi-Path Communication to Improve Reliability}, author = {Christopher {Lehmann} and Yijun {Zhu} and Andreas I. {Grohmann} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-01-06}, urldate = {2024-01-06}, booktitle = {2024 IEEE 21st Consumer Communications \& Networking Conference (CCNC 2024)}, pages = {2}, address = {Las Vegas, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Sifat Rezwan; Juan A. Cabrera; Frank H. P. Fitzek
Balancing Beyond-Shannon: Demonstration of Functional Compression using a Balancing Robot Proceedings Article
@inproceedings{rezwan2023CCNCDemo, title = {Balancing Beyond-Shannon: Demonstration of Functional Compression using a Balancing Robot}, author = {Sifat {Rezwan} and Juan A. {Cabrera} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-01-06}, urldate = {2024-01-06}, booktitle = {2024 IEEE 21st Consumer Communications \& Networking Conference (CCNC 2024)}, pages = {2}, address = {Las Vegas, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Andreas I. Grohmann; Frank Peters; David Kuß; Mauri Seidel; Frank H. P. Fitzek
HYDRAted - High Yield Dense Robotic Arms technically evolved demonstrator Proceedings Article
In: 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) (CCNC 2024), pp. 2, Las Vegas, USA, 2024.
@inproceedings{Groh2401:HYDRAted, title = {HYDRAted - High Yield Dense Robotic Arms technically evolved demonstrator}, author = {Andreas I. {Grohmann} and Frank {Peters} and David {Ku\ss} and Mauri {Seidel} and Frank H. P. {Fitzek}}, year = {2024}, date = {2024-01-06}, urldate = {2024-01-06}, booktitle = {2024 IEEE 21st Consumer Communications \& Networking Conference (CCNC) (CCNC 2024)}, pages = {2}, address = {Las Vegas, USA}, abstract = {The convergence of robotic arms, edge computing, and 5G non-public networks has opened new avenues for industrial automation. This paper presents a technically evolved demonstrator, based on the HYDRA concept, which embodies a novel approach to revolutionize industrial automation through collaborative and coordinated operations among multiple robotic arms. The HYDRA concept leverages the power of robotic arms working in close proximity, enabled by a two-layer architecture comprising a HYDRA core in a Multi-Access Edge Computing (MEC) environment and multiple HYDRA satellites connected via a non-public 5G network. This paper outlines the architecture, implementation, and impact of the HYDRA concept on industry.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Shivam Maheshwari; Shu-Chen Li; Riccardo Bassoli; Frank H. P. Fitzek
Resource-efficient Quantum Neuron for Quantum Neural Networks Proceedings Article
In: Proceedings of the IEEE Global Communications Conference (GLOBECOM), 2023.
@inproceedings{nokey, title = {Resource-efficient Quantum Neuron for Quantum Neural Networks}, author = {Shivam {Maheshwari} and Shu-Chen {Li} and Riccardo {Bassoli} and Frank H. P. {Fitzek}}, year = {2023}, date = {2023-12-01}, urldate = {2023-12-01}, booktitle = {Proceedings of the IEEE Global Communications Conference (GLOBECOM)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Pit Hofmann; Juan A. Cabrera; Riccardo Bassoli; Frank H. P. Fitzek
Analog network coding in molecular communications: A practical implementation Proceedings Article
@inproceedings{nokey, title = {Analog network coding in molecular communications: A practical implementation}, author = {Pit {Hofmann} and Juan A. {Cabrera} and Riccardo {Bassoli} and Frank H. P. {Fitzek}}, year = {2023}, date = {2023-12-01}, urldate = {2023-12-01}, booktitle = {Proceedings of the IEEE Global Communications Conference (GLOBECOM)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Lisa Y. Debus; Pit Hofmann; Frank H. P. Fitzek; Falko Dressler
Reinforcement learning-based receiver for molecular communication with mobility Proceedings Article
@inproceedings{nokey, title = {Reinforcement learning-based receiver for molecular communication with mobility}, author = {Lisa Y. {Debus} and Pit {Hofmann} and Frank H. P. {Fitzek} and Falko {Dressler}}, year = {2023}, date = {2023-12-01}, urldate = {2023-12-01}, booktitle = {Proceedings of the IEEE Global Communications Conference (GLOBECOM)}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
In-network Path Planning for Autonomous Driving Proceedings Article
In: 2023 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN), Dresden, Germany, 2023.
@inproceedings{Doan2311:Network, title = {In-network Path Planning for Autonomous Driving}, author = {Tung V. {Doan} and Frank H. P. {Fitzek} and Giang T. {Nguyen}}, year = {2023}, date = {2023-11-07}, urldate = {2023-11-07}, booktitle = {2023 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)}, address = {Dresden, Germany}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Osel Lhamo; Tung V. Doan; Giang T. Nguyen; Frank H. P. Fitzek
Adaptive Network Coding: Achieving a reliability-latency tradeoff for 5G and 6G Systems Proceedings Article
@inproceedings{Lham2311:Adaptive, title = {Adaptive Network Coding: Achieving a reliability-latency tradeoff for 5G and 6G Systems}, author = {Osel {Lhamo} and Tung V. {Doan} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, year = {2023}, date = {2023-11-07}, urldate = {2023-11-07}, booktitle = {2023 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)}, address = {Dresden, Germany}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Leonardo A. Gonzalez Z.; Ming Yin; Caspar Hopfmann; Matheus Ribeiro Sena; Marc Geitz; Oliver Holschke; Riccardo Bassoli; Frank H. P. Fitzek
An Operator's View on Opportunities and Challenges of Quantum Internet of Things Proceedings Article
In: World Forum on Internet of Things (WF-IoT), pp. 1-6, Aveiro, Portugal, 2023.
@inproceedings{Gonzalez23:OperatorView, title = {An Operator\'s View on Opportunities and Challenges of Quantum Internet of Things}, author = {Leonardo A. {Gonzalez Z.} and Ming {Yin} and Caspar {Hopfmann} and Matheus Ribeiro {Sena} and Marc {Geitz} and Oliver {Holschke} and Riccardo {Bassoli} and Frank H. P. {Fitzek}}, doi = {10.1109/WF-IoT58464.2023.10539574}, year = {2023}, date = {2023-10-12}, urldate = {2023-10-01}, booktitle = {World Forum on Internet of Things (WF-IoT)}, pages = {1-6}, address = {Aveiro, Portugal}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Swaraj Shekhar Nande; Osel Lhamo; Riccardo Bassoli; Frank H. P. Fitzek
Microwave to Optical Conversion via Six-Wave Mixing for Optical Telecommunication Networks Proceedings Article
In: World Forum on Internet of Things (WF-IoT), Aveiro, Portugal, 2023.
@inproceedings{slb2023, title = {Microwave to Optical Conversion via Six-Wave Mixing for Optical Telecommunication Networks}, author = {Swaraj Shekhar {Nande} and Osel {Lhamo} and Riccardo {Bassoli} and Frank H. P. {Fitzek}}, doi = {10.1109/WF-IoT58464.2023.10539525}, year = {2023}, date = {2023-10-12}, urldate = {2023-01-01}, booktitle = {World Forum on Internet of Things (WF-IoT)}, address = {Aveiro, Portugal}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Prashanth K. H. Sheshagiri; Siddharth Das; Juan A. Cabrera; Riccardo Bassoli; Frank H. P. Fitzek
Common Randomness Generation for Information Theoretic Security in Post-Quantum Internet of Things Proceedings Article
In: World Forum on Internet of Things (WF-IoT 2023), pp. 1-6, Aveiro, Portugal, 2023.
@inproceedings{Sehshagiri23:Generation, title = {Common Randomness Generation for Information Theoretic Security in Post-Quantum Internet of Things}, author = {Prashanth K. H. {Sheshagiri} and Siddharth {Das} and Juan A. {Cabrera} and Riccardo {Bassoli} and Frank H. P. {Fitzek}}, doi = {10.1109/WF-IoT58464.2023.10539590}, year = {2023}, date = {2023-10-12}, urldate = {2023-10-12}, booktitle = {World Forum on Internet of Things (WF-IoT 2023)}, pages = {1-6}, address = {Aveiro, Portugal}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Hilal Sultan Duranoglu Tunc; Yingjian Wang; Riccardo Bassoli; Frank H. P. Fitzek
Machine Learning Based Attack Detection for Quantum Key Distribution Proceedings Article
@inproceedings{duranoglutunc2023:key, title = {Machine Learning Based Attack Detection for Quantum Key Distribution}, author = {Hilal Sultan Duranoglu {Tunc} and Yingjian {Wang} and Riccardo {Bassoli} and Frank H. P. {Fitzek}}, doi = {10.1109/WF-IoT58464.2023.10539417}, year = {2023}, date = {2023-10-12}, urldate = {2023-01-01}, booktitle = {World Forum on Internet of Things (WF-IoT)}, pages = {1-6}, address = {Aveiro, Portugal}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Jonas Schulz; Frank H. P. Fitzek; Giang T. Nguyen; Vu Nguyen; Patrick Seeling
Anticipatory Hand Glove: Understanding Human Actions for Enhanced Interaction Proceedings Article
In: Proceedings of the ACM international joint conference on Pervasive and Ubiquitous Computing (UbiComp), pp. 170–174, Association for Computing Machinery, New York, NY, USA, 2023.
@inproceedings{schulz2023nldemo, title = {Anticipatory Hand Glove: Understanding Human Actions for Enhanced Interaction}, author = {Jonas {Schulz} and Frank H. P. {Fitzek} and Giang T. {Nguyen} and Vu {Nguyen} and Patrick {Seeling} }, doi = {10.1145/3594739.3610714}, year = {2023}, date = {2023-10-08}, urldate = {2023-01-01}, booktitle = {Proceedings of the ACM international joint conference on Pervasive and Ubiquitous Computing (UbiComp)}, pages = {170\textendash174}, publisher = {Association for Computing Machinery}, address = {New York, NY, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Jonas Schulz; Hristina Radak; Phuong T. Nguyen; Giang T. Nguyen; Frank H. P. Fitzek
On the Limits of Lossy Compression for Human Activity Recognition in Sensor Networks Proceedings Article
In: The 48th IEEE Conference on Local Computer Networks (LCN), pp. 1-4, Daytona Beach, FL, USA, 2023.
@inproceedings{schulz2023limits, title = {On the Limits of Lossy Compression for Human Activity Recognition in Sensor Networks}, author = {Jonas {Schulz} and Hristina {Radak} and Phuong T. {Nguyen} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, doi = {10.1109/LCN58197.2023.10223374}, year = {2023}, date = {2023-10-02}, urldate = {2023-10-02}, booktitle = {The 48th IEEE Conference on Local Computer Networks (LCN)}, pages = {1-4}, address = {Daytona Beach, FL, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Johannes Hofer; Jannek Steinke; Peter Sossalla; Giang T. Nguyen; Frank H. P. Fitzek
H.264 Compress-Then-Analyze Transmission in Edge-Assisted Visual SLAM Proceedings Article
In: European Wireless 2023 - 6G Driving a Sustainable Growth (EW 2023), pp. 6, Rome, Italy, 2023.
@inproceedings{Hofe2310:H, title = {H.264 Compress-Then-Analyze Transmission in Edge-Assisted Visual SLAM}, author = {Johannes {Hofer} and Jannek {Steinke} and Peter {Sossalla} and Giang T. {Nguyen} and Frank H. P. {Fitzek}}, year = {2023}, date = {2023-10-01}, urldate = {2023-10-01}, booktitle = {European Wireless 2023 - 6G Driving a Sustainable Growth (EW 2023)}, pages = {6}, address = {Rome, Italy}, abstract = {Edge-assisted Visual Simultaneous Localization and Mapping (V-SLAM) systems offload complex analysis modules from computationally constrained mobile devices to cloud servers at the network edge. As visual data must travel through networks to reach the edge cloud, it is crucial to minimize transferred data while maintaining reliable and accurate localization and map generation. State-of-the-art systems perform pre-analysis of SLAM modules on the mobile device, causing high processing delays and limiting functionality. To minimise both throughput demand and latency, we are investigating video compression techniques in Analyze-Then-Compress (ATC) transmission systems. Evaluations employing the widely used H.264 demonstrate that CTA achieves lower throughputs than its counterparts, as well as significantly reduced processing delays and transmission latencies. The results open up new possibilities to explore this research direction on edge-assisted V-SLAM further.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Swaraj Shekhar Nande; Osel Lhamo; Marius Paul; Sonai Biswas; Riccardo Bassoli; Frank H. P. Fitzek
Quantum Machine Learning for Controller Placement in Software Defined Networks Proceedings Article
In: European Wireless (EW), Rome, Italy, 2023.
@inproceedings{nlp2023, title = {Quantum Machine Learning for Controller Placement in Software Defined Networks}, author = {Swaraj Shekhar {Nande} and Osel {Lhamo} and Marius {Paul} and Sonai {Biswas} and Riccardo {Bassoli} and Frank H. P. {Fitzek}}, year = {2023}, date = {2023-10-01}, urldate = {2023-10-01}, booktitle = {European Wireless (EW)}, address = {Rome, Italy}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Nico Hofe; Peter Sossalla; Johannes Hofer; Christian Leonard Vielhaus; Justus Rischke; Jannek Steinke; Frank H. P. Fitzek
Demo: Robotics meets Augmented Reality: Real-Time Mapping with Boston Dynamics Spot and Microsoft HoloLens 2 Proceedings Article
In: International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) Demo Session (WoWMoM 2023 Demo Session), IEEE, Boston, MA, USA, 2023.
@inproceedings{vomH2306:Demo, title = {Demo: Robotics meets Augmented Reality: Real-Time Mapping with Boston Dynamics Spot and Microsoft HoloLens 2}, author = {Nico {Hofe} and Peter {Sossalla} and Johannes {Hofer} and Christian Leonard {Vielhaus} and Justus {Rischke} and Jannek {Steinke} and Frank H. P. {Fitzek}}, doi = {10.1109/WoWMoM57956.2023.00062}, year = {2023}, date = {2023-08-02}, urldate = {2023-06-01}, booktitle = {International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) Demo Session (WoWMoM 2023 Demo Session)}, publisher = {IEEE}, address = {Boston, MA, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Jannek Steinke; Justus Rischke; Peter Sossalla; Johannes Hofer; Christian Leonard Vielhaus; Nico Hofe; Frank H. P. Fitzek
Demo: The Future of Dog Walking - Four-Legged Robots and Augmented Reality Proceedings Article
@inproceedings{Stei2306:Demo, title = {Demo: The Future of Dog Walking - Four-Legged Robots and Augmented Reality}, author = {Jannek {Steinke} and Justus {Rischke} and Peter {Sossalla} and Johannes {Hofer} and Christian Leonard {Vielhaus} and Nico {Hofe} and Frank H. P. {Fitzek}}, doi = {10.1109/WoWMoM57956.2023.00060}, year = {2023}, date = {2023-08-02}, urldate = {2023-06-01}, booktitle = {International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM) Demo Session (WoWMoM 2023 Demo Session)}, publisher = {IEEE}, address = {Boston, MA, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Sandra Zimmermann; Paul Schwenteck; Willi Meißner; Christian Leonard Vielhaus; Juan A. Cabrera; Frank H. P. Fitzek; Martin Reisslein
Information Flow Graph for Distributed Caching without Newcomers over a Broadcast Medium Proceedings Article
In: International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), IEEE, Boston, MA, USA, 2023.
@inproceedings{Zimm2306:Information, title = {Information Flow Graph for Distributed Caching without Newcomers over a Broadcast Medium}, author = {Sandra {Zimmermann} and Paul {Schwenteck} and Willi {Mei\ssner} and Christian Leonard {Vielhaus} and Juan A. {Cabrera} and Frank H. P. {Fitzek} and Martin {Reisslein}}, doi = { 10.1109/WoWMoM57956.2023.00017}, year = {2023}, date = {2023-08-02}, urldate = {2023-06-01}, booktitle = {International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)}, publisher = {IEEE}, address = {Boston, MA, USA}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Analysing and Learning Low-Latency Network Coding Schemes Proceedings Article
In: International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob), Montreal, Canada, 2023.
@inproceedings{Latz2306:Analysing, title = {Analysing and Learning Low-Latency Network Coding Schemes}, author = {Vincent {Latzko} and Christian Leonard {Vielhaus} and Mahshid {Mehrabi} and Frank H. P. {Fitzek}}, doi = {10.1109/WiMob58348.2023.10187820}, year = {2023}, date = {2023-07-26}, urldate = {2023-06-20}, booktitle = {International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)}, address = {Montreal, Canada}, abstract = {Forward Error Correction (FEC) has become an integral part of communication technology to address expected losses during transfer of data. Among various layer three block codes, Random Linear Network Coding (RLNC) has emerged as an adaptable, powerful approach. However, its most straight-forward implementation, Full Vector Coding (FVC), introduces too much delay for widespread adoption. Handcrafted schemes were introduced to optimise coding delay, while keeping resilience reasonably high. These works have resulted in tailRLNC and PACE. For the first time we analyse their respective behaviours in a fair and comparable manner, as non-recovered packets were statistically ignored previously. We then introduce an environment that uses a consistent, unbiased simulator and interface it with a Deep Reinforcement Learning (DRL) agent. This is the first time RLNC is joined with DRL. Our deep Q-network (DQN) based agent effectively uses an optimisation loop and utilises a customisable, expressive and extendable parametric loss function to learn a protocol. We demonstrate our agent recovers hand-tailored schemes and achieves state of the art.}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }
Hristina Radak; Christian Scheunert; Giang T. Nguyen; Vu Nguyen; Frank H. P. Fitzek
Lightweight Generator of Synthetic IMU Sensor Data for Accurate AHRS Analysis Proceedings Article
In: Conference on Advanced Robotics and its Social Impacts (ARSO), IEEE, Berlin, Germany, 2023.
@inproceedings{radak2023a, title = {Lightweight Generator of Synthetic IMU Sensor Data for Accurate AHRS Analysis}, author = {Hristina {Radak} and Christian {Scheunert} and Giang T. {Nguyen} and Vu {Nguyen} and Frank H. P. {Fitzek}}, doi = {10.1109/ARSO56563.2023.10187484}, year = {2023}, date = {2023-07-25}, urldate = {2023-06-05}, booktitle = {Conference on Advanced Robotics and its Social Impacts (ARSO)}, publisher = {IEEE}, address = {Berlin, Germany}, keywords = {}, pubstate = {published}, tppubtype = {inproceedings} }