@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}

}

@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.},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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 = {2024-01-01},

booktitle = {2024 IEEE 21st Consumer Communications \& Networking Conference (CCNC 2024)},

pages = {2},

address = {Las Vegas, USA},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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 = {2024-01-01},

booktitle = {2024 IEEE 21st Consumer Communications \& Networking Conference (CCNC 2024)},

pages = {2},

address = {Las Vegas, USA},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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)},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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)},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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)},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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 = {2023-11-01},

booktitle = {2023 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)},

address = {Dresden, Germany},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}

}

@inproceedings{len2023idcodesnoisy,

title = {Identification Codes for Increased Reliability in Digital Twin Applications over Noisy Channels},

author = {Caspar {von Lengerke} and Juan A. {Cabrera} and Frank H. P. {Fitzek}},

doi = {10.1109/MetaCom57706.2023.00098},

year  = {2023},

date = {2023-10-06},

urldate = {2023-10-06},

booktitle = {2023 IEEE International Conference on Metaverse Computing, Networking and Applications (MetaCom)},

pages = {550-557},

address = {Kyoto, Japan},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}

}

@inproceedings{gonz102023,

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}},

year  = {2023},

date = {2023-10-01},

urldate = {2023-01-01},

booktitle = {2023 IEEE 9th World Forum on Internet of Things (WF-IoT 2023)},

address = {Aveiro, Portugal},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gonz102023b,

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}},

year  = {2023},

date = {2023-10-01},

urldate = {2023-10-01},

booktitle = {2023 IEEE 9th World Forum on Internet of Things (WF-IoT 2023)},

address = {Aveiro, Portugal},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}

}

@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}

}

@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}

}

@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}

}

@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}

}

@inproceedings{seidel2023openairinterface,

title = {How to Get Away with OpenAirInterface: A practical Guide to 5G RAN Configuration},

author = {Mauri {Seidel} and Andreas I. {Grohmann} and Peter {Sossalla} and Florian {Kaltenberger} and Frank H. P. {Fitzek}},

doi = {10.1109/ICECCME57830.2023.10252787},

year  = {2023},

date = {2023-07-19},

urldate = {2023-07-19},

booktitle = {2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)},

pages = {1-6},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10253378,

title = {HYDRA - High Yield Dense Robotic Arms},

author = {Andreas I. {Grohmann} and Frank {Peters} and David {Ku\ss} and Peter {Sossalla} and Frank H. P. {Fitzek}},

doi = {10.1109/ICECCME57830.2023.10253378},

year  = {2023},

date = {2023-07-19},

urldate = {2023-07-19},

booktitle = {2023 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)},

pages = {1-6},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10102280b,

title = {Fast IMU-based Dual Estimation of Human Motion and Kinematic Parameters via Progressive In-Network Computing},

author = {Xiaobing {Dai} and Huanzhuo {Wu} and Siyi {Wang} and Junjie {Jiao} and Giang T. {Nguyen} and Frank H. P. {Fitzek} and Sandra {Hirche}},

year  = {2023},

date = {2023-07-09},

urldate = {2023-07-09},

booktitle = {International Federation of Automatic Control (IFAC) World Congress 2023},

address = {Yokohama, Japan},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Soss2307:Remote,

title = {Remote Controlling Mobile Robots With Adaptive Video Streaming and Augmented Reality},

author = {Peter {Sossalla} and Jannek {Steinke} and Christian Leonard {Vielhaus} and Johannes {Hofer} and Justus {Rischke} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-07-03},

urldate = {2023-07-01},

booktitle = {2023 IEEE International Black Sea Conference on Communications and 

Networking (BlackSeaCom) (IEEE BlackSeaCom 2023)},

address = {Istanbul, Turkey},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Viel2307:Estimating,

title = {Estimating Link Capacity With Uncertainty Bounds in Cellular Networks},

author = {Christian Leonard {Vielhaus} and Osel {Lhamo} and Johannes V. S. {Busch} and Justus {Rischke} and Vincent {Latzko} and Sandra {Zimmermann} and Peter {Sossalla} and Daniel Fabian {K\"{u}lzer} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-07-03},

urldate = {2023-07-03},

booktitle = {2023 IEEE International Black Sea Conference on Communications and 

Networking (BlackSeaCom) (IEEE BlackSeaCom 2023)},

address = {Istanbul, Turkey},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10200750,

title = {Berlin V2X: A Machine Learning Dataset from Multiple Vehicles and Radio Access Technologies},

author = {Rodrigo {Hernang\'{o}mez} and Philipp {Geuer} and Alexandros {Palaios} and Daniel {Sch\"{a}ufele} and Cara {Watermann} and Khawla {Taleb-Bouhemadi} and Mohammad {Parvini} and Anton {Krause} and Sanket {Partani} and Christian Leonard {Vielhaus} and Martin {Kasparick} and Daniel F. {K\"{u}lzer} and Friedrich {Burmeister} and Frank H. P. {Fitzek} and Hans D. {Schotten} and Gerhard {Fettweis} and S\lawomir {Sta\'{n}czak}},

doi = {10.1109/VTC2023-Spring57618.2023.10200750},

year  = {2023},

date = {2023-06-20},

urldate = {2023-06-20},

booktitle = {2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring)},

pages = {1-5},

address = {Florence, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{SwarajAeroConf2023,

title = {Quantum Time Synchronization for Satellite Networks},

author = {Swaraj Shekhar {Nande} and Osel {Lhamo} and Marius {Paul} and Riccardo {Bassoli} and Frank H. P. {Fitzek}},

doi = {10.1109/AERO55745.2023.10115619},

year  = {2023},

date = {2023-05-15},

urldate = {2023-05-15},

booktitle = {IEEE Aerospace Conference 2023 (AeroConf 2023)},

publisher = {IEEE},

address = {Montana, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Hofe2305:Circular,

title = {Circular Frame Buffer to Enhance Map Synchronization in Edge Assisted SLAM},

author = {Johannes {Hofer} and Peter {Sossalla} and Justus {Rischke} and Christian Leonard {Vielhaus} and Martin {Reisslein} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-05-01},

urldate = {2023-05-01},

booktitle = {2023 IEEE International Conference on Communications (ICC): IoT and Sensor 

Networks Symposium (IEEE ICC'23 - IoTSN Symposium)},

address = {Rome, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Boche23:DigitalTwinOptimization,

title = {Optimization of Digital-Twin Representations of Analog Signals and Systems},

author = {Holger {Boche} and Ulrich J. {M\"{o}nich} and Yannik N. {B\"{o}ck} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-05-01},

urldate = {2023-05-01},

booktitle = {2023 IEEE International Conference on Communications (ICC): Communication Theory Symposium - Communication Theory},

address = {Rome, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Gammoudi23:SensingMatrices,

title = {Practical construction of sensing matrices for a greedy sparse recovery algorithm over finite fields},

author = {M\'{e}gane {Gammoudi} and Christian {Scheunert} and Giang T. {Nguyen} and Frank H. P. {Fitzek}},

doi = {10.1109/DCC55655.2023.00020},

year  = {2023},

date = {2023-03-21},

urldate = {2023-03-21},

booktitle = {2023 Data Compression Conference (DCC)},

pages = {120-129},

address = {Snowbird, UT, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Schade2023Per,

title = {On the Advantages of Hand Gesture Recognition with Data Gloves for Gaming Applications},

author = {Achim {Schade} and Jonas {Schulz} and Vu {Nguyen} and Christian {Scheunert} and Sebastian {Bodensted} and Giang T. {Nguyen} and Stefanie {Speidel} and Frank H. P. {Fitzek}},

doi = {10.1109/PerComWorkshops56833.2023.10150283},

year  = {2023},

date = {2023-03-13},

urldate = {2023-03-13},

booktitle = {IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops)},

journal = {Proceedings of the First IEEE International Conference on Pervasive Computing and Communications, 2023. (PerCom 2023).},

publisher = {IEEE},

address = {Atlanta, GA, USA},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Latzko2301:Offloading,

title = {Energy-Aware and Fair Multi-User Multi-Task Computation Offloading},

author = {Vincent {Latzko} and Osel {Lhamo} and Mahshid {Mehrabi} and Christian Leonard {Vielhaus} and Frank H. P. {Fitzek}},

doi = {10.1109/ICNC57223.2023.10074189},

year  = {2023},

date = {2023-02-01},

urldate = {2023-02-01},

booktitle = {2023 International Conference on Computing, Networking and Communications (ICNC 2023)},

address = {Honolulu, Hawaii},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Nguy2301:Open,

title = {Open-Source Testbeds for Integrating Time-Sensitive Networking with 5G and beyond},

author = {Stefan {Senk} and Hosein K. {Nazari} and How-Hang {Liu} and Giang T. {Nguyen} and Frank H. P. {Fitzek}},

doi = { 10.1109/CCNC51644.2023.10060159},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {CCNC 2023 WKSHPS: 3rd International Workshop on Communication and 

Networking for Swarms Robotics (ROBOCOM'23) (ROBOCOM 2023)},

address = {Las Vegas, USA},

abstract = {\"{U}nmanned Aerial Vehicles (UAVs) have developed substantially in various 

practical use cases and require reliable wireless connections. 

Cellular-connected UAVs will benefit from ultra-reliable and low-latency 

communication (URLLC) in 5G and beyond networks. Their integration with 

Time-Sensitive Networking (TSN) via campus solutions can provide swarm 

robotics wireless links with deterministic behavior, flexibility, and 

coverage. Reliable yet cost-effective and flexible evaluation of the 

integration is still challenging for academia and industry. We focus on 

open-source testbeds due to their maturity and transparency in verifying 

evaluation results. Subsequently, we systematically survey and categorize 

testbeds in the literature that use commercial-off-the-shelf hardware. Our 

study outlines options for building a full-fledged testbed for integrating 

TSN with 5G and beyond for research and development. This study initiates 

one of the first steps toward facilitating future research."},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Soss2301:Offloading,

title = {Offloading Visual SLAM Processing to the Edge: An Energy Perspective},

author = {Peter {Sossalla} and Johannes {Hofer} and Christian Leonard {Vielhaus} and Justus {Rischke} and Frank H. P. {Fitzek}},

doi = {10.1109/ICOIN56518.2023.10048921},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {2023 International Conference on Information Networking (ICOIN) (ICOIN 

2023)},

address = {Bangkok, Thailand},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10062179,

title = {Interplay Between Priority Queues and Controlled Delay in Programmable Data Planes},

author = {Tung V. {Doan} and Tobias {Scheinert} and Osel {Lhamo} and Juan A. {Cabrera} and Frank H. P. {Fitzek} and Giang T. {Nguyen}},

doi = {10.23919/WONS57325.2023.10062179},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {2023 18th Wireless On-Demand Network Systems and Services Conference (WONS)},

pages = {64-71},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {The 48th IEEE Conference on Local Computer Networks (LCN)},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{schulz2023nldemo,

title = {Anticipatory Hand Glove: Understanding Human Actions for Enhanced Interaction},

author = {Jonas {Schulz} and Vu {Nguyen} and Patrick {Seeling} and Giang T. {Nguyen} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {Proceedings of the ACM international joint conference on Pervasive and Ubiquitous Computing (UbiComp)},

publisher = {Association for Computing Machinery},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Busch2023,

title = {Deep Reinforcement Learning for the Joint Control of Traffic Light Signaling and Vehicle Speed Advice},

author = {Johannes V. S. {Busch} and Robert {Voelckner} and Peter {Sossalla} and Christian Leonard {Vielhaus} and Roberto {Calandra} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

journal = {IEEE International Conference on Machine Learning and Applications (ICMLA)},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{rezwan2023fcDemo,

title = {Functional Compression for Networked Applications in Practice},

author = {Sifat {Rezwan} and Juan A. {Cabrera} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {European Wireless (EW)},

address = {Rome, Italy},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Hofmann2023Comparative,

title = {A Comparative Study of Linear Block Channel Codes in Macroscale Molecular Communications},

author = {Pit {Hofmann} and Juan A. {Cabrera} and Riccardo {Bassoli} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {European Wireless (EW)},

address = {Rome, Italy},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{nunavath2023QPLS,

title = {Network Time Synchronization as a Quantum Physical Layer Service},

author = {Nikhitha {Nunavath} and Andrea {Garbugli} and Swaraj Shekhar {Nande} and Luca {Foschini} and Riccardo {Bassoli} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {European Wireless (EW)},

address = {Rome, Italy},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Hosein20235gtsn,

title = {Bridging the Gap: 5G-TSN Integration for Industrial Robotic Communication},

author = {Hosein K. {Nazari} and Johannes {Abicht} and Stefan {Senk} and How-Hang {Liu} and Tobias {Scheinert} and Giang T. {Nguyen} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {European Wireless (EW)},

address = {Rome, Italy},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Hosein2023IJSR,

title = {Incremental Joint Scheduling and Routing for 5G-TSN Integration},

author = {Hosein K. {Nazari} and Mehmet Akif {Kurt} and How-Hang {Liu} and Stefan {Senk} and Giang T. {Nguyen} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {European Wireless (EW)},

address = {Rome, Italy},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{gammoudi2023BRE,

title = {Greedy Algorithm for Compressed Sensing over Finite Fields: Balancing Recovery and Efficiency},

author = {M\'{e}gane {Gammoudi} and Juan A. {Cabrera} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {European Wireless (EW)},

address = {Rome, Italy},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{jiajing2023HORA,

title = {HORA: Joint Handover and Resource Allocation on 3D Networks for Industrial IoT},

author = {Jiajing {Zhang} and Christian {Hartmann} and Peter {Sossalla} and Giang T. {Nguyen} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {European Wireless (EW)},

address = {Rome, Italy},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{cabrera23:RandomGen,

title = {Living in a State of Sin: Pseudo-Random Number Generators for Random Linear Network Coding},

author = {Juan A. {Cabrera} and Morten V. {Pedersen} and Jeppe {Pihl} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {European Wireless (EW)},

address = {Rome, Italy},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{duranoglutunc2023,

title = {Strategic Interaction over Age of Information on a Quantum Wiretap Channel},

author = {Leonardo {Badia} and Hilal Sultan Duranoglu {Tunc} and Aynur Cemre {Aka} and Riccardo {Bassoli} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {European Wireless (EW)},

address = {Rome, Italy},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{radakscheuert2023b,

title = {Performance Comparison of Real-Time Algorithms for IMU-Based Orientation Estimation},

author = {Hristina {Radak} and Christian {Scheunert} and Jonas {Schulz} and Giang T. {Nguyen} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {European Wireless (EW)},

address = {Rome, Italy},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{scheunert2023,

title = {On the Simulation of Random Phase Fluctuations},

author = {Christian {Scheunert} and Hristina {Radak} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {European Wireless (EW)},

address = {Rome, Italy},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Schw2310:Coding,

title = {Coding for Distributed Caching in High Mobility MANET},

author = {Paul {Schwenteck} and Sandra {Zimmermann} and Tobias {Trenschel} and Christian Leonard {Vielhaus} and Juan A. {Cabrera} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {European Wireless (EW)},

address = {Rome, Italy},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{ychen2023,

title = {Channel Quality Analysis for Spectrum Sharing Between IMT and PMSE Systems},

author = {Yuan {Chen} and Shiwei {Shen} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {European Wireless (EW)},

address = {Rome, Italy},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {2023 IEEE 9th World Forum on Internet of Things (WF-IoT 2023)},

address = {Aveiro, Portugal},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Schw2310:Codingb,

title = {Improving Reliability for Cloud-native 5G and Beyond using Network Coding},

author = {Osel {Lhamo} and Tung V. {Doan} and Elif {Tasdemir} and Mahdi {Attawna} and Stefan {Senk} and Frank H. P. {Fitzek} and Giang T. {Nguyen}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {2023 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) (NFV-SDN'23)},

address = {Dresden, Germany},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{prashanth2023,

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}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {2023 IEEE 9th World Forum on Internet of Things (WF-IoT 2023)},

address = {Aveiro, Portugal},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@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}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {2023 IEEE 9th World Forum on Internet of Things (WF-IoT 2023)},

address = {Aveiro, Portugal},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{mattawna2023,

title = {Leveraging Data Plane Acceleration For Network Coding Deployment: A Measurement Study},

author = {Mahdi {Attawna} and Tung V. {Doan} and Vu {Nguyen} and Frank H. P. {Fitzek} and Giang T. {Nguyen}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {2023 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN) (NFV-SDN'23)},

address = {Dresden, Germany},

note = {accepted for publication},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Zhang2311NFV,

title = {Intelligent Scheduling in Softwarized 3D Networks for Industrial IoT Applications},

author = {Jiajing {Zhang} and Giang T. {Nguyen} and Frank H. P. {Fitzek}},

year  = {2023},

date = {2023-01-01},

urldate = {2023-01-01},

booktitle = {2023 IEEE Conference on Network Function Virtualization and Software Defined Networks (NFV-SDN)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Soss2212:Optimizing,

title = {Optimizing Edge SLAM: Judicious Parameter Settings and Parallelized Map Updates},

author = {Peter {Sossalla} and Johannes {Hofer} and Justus {Rischke} and Johannes V. S. {Busch} and Giang T. {Nguyen} and Martin {Reisslein} and Frank H. P. {Fitzek}},

doi = {10.1109/GLOBECOM48099.2022.10001128},

year  = {2022},

date = {2022-12-01},

urldate = {2022-12-01},

booktitle = {2022 IEEE Global Communications Conference: IoT and Sensor Networks 

(Globecom 2022 IoTSN)},

address = {Rio de Janeiro, Brazil},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{huanzhuo2022experimentenergy,

title = {Experimental Proof of the Energy Advantage of In-Network Intelligence},

author = {Huanzhuo {Wu} and M\'{a}t\'{e} {T\"{o}m\"{o}sk\"{o}zi} and Riccardo {Bassoli} and Jiajing {Zhang} and Frank H. P. {Fitzek}},

doi = { 10.1109/ICECCME55909.2022.9988244},

year  = {2022},

date = {2022-11-16},

urldate = {2022-11-16},

booktitle = {International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)},

address = {Male, Maldives},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{grohmann22cheap,

title = {5G on the Cheap: Configurable Low-Cost Cellular Industrial Communication},

author = {Andreas I. {Grohmann} and Mauri {Seidel} and Christopher {Lehmann} and Thomas {H\"{o}schele} and Martin {Reisslein} and Frank H. P. {Fitzek}},

doi = { 10.1109/ICECCME55909.2022.9988703},

year  = {2022},

date = {2022-11-16},

urldate = {2022-11-16},

booktitle = {International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)},

address = {Male, Maldives},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{rezwan2022networkfc,

title = {Network Functional Compression for Control Applications},

author = {Sifat {Rezwan} and Juan A. {Cabrera} and Frank H. P. {Fitzek}},

doi = { 10.1109/ICECCME55909.2022.9988100},

year  = {2022},

date = {2022-11-16},

urldate = {2022-11-16},

booktitle = {International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)},

address = {Male, Maldives},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{lehmann22:intelligentfeedback,

title = {Multi-Purpose Messages: Intelligent Feedback Providing in Vehicular Broadcast Environment},

author = {Christopher {Lehmann} and Edward {Rupp} and Huanzhuo {Wu} and Andreas I. {Grohmann} and Frank H. P. {Fitzek}},

doi = { 10.1109/ICECCME55909.2022.9987966},

year  = {2022},

date = {2022-11-16},

urldate = {2022-11-16},

booktitle = {International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME)},

address = {Male, Maldives},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Risc2211:Comparison,

title = {Comparison of UPF acceleration technologies and their tail-latency for URLLC},

author = {Justus {Rischke} and Christian Leonard {Vielhaus} and Peter {Sossalla} and Junyue {Wang} and Frank H. P. {Fitzek}},

doi = {10.1109/NFV-SDN56302.2022.9974798},

year  = {2022},

date = {2022-11-14},

urldate = {2022-11-14},

booktitle = {2022 IEEE Conference on Network Function Virtualization and Software 

Defined Networks (NFV-SDN) (NFV-SDN'22)},

address = {Phoenix, USA},

abstract = {The industry is striving to deploy private cellular networks in their 

factories. 

The envisioned use cases, such as industrial automation, require 

Ultra-Reliable and Low-Latency Communications (URLLC). 

In 5G, the User Plane Function (UPF) handles user traffic and hence 

significantly influences the performance in terms of latency and 

throughput. 

However, present UPFs are often user-space applications running on 

commercial off-the-shelf (COTS) servers introducing computational delays 

that follow long-tailed distributions. 

In this work, we compare modern packet processing acceleration technologies 

such as XDP, DPDK, and P4 and their respective tail-latency performance. 

Our results demonstrate the clear advantage of hardware-based P4 

implementations in terms of reduced tail-latency of about 6 μs at a 

percentile of 99.999% for small packets. 

Furthermore, we also demonstrate that software-based frameworks can compete 

with hardware-based approaches. 

For example, DPDK achieves tail-latencies of approximately 23 μs at a 

percentile of 99.999%. 

Based on our findings, we illustrate the trade-offs between low-cost 

software- and high-performant hardware-based packet processing systems.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Viel2210:Handover,

title = {Handover Predictions as an Enabler for Anticipatory Service Adaptations in Next-Generation Cellular Networks},

author = {Christian Leonard {Vielhaus} and Johannes V. S. {Busch} and Philipp {Geuer} and Alexandros {Palaios} and Justus {Rischke} and Daniel Fabian {K\"{u}lzer} and Vincent {Latzko} and Frank H. P. {Fitzek}},

doi = {https://doi.org/10.1145/3551660.3560913},

year  = {2022},

date = {2022-10-24},

urldate = {2022-10-01},

booktitle = {The 20th ACM International Symposium on Mobility Management and Wireless 

Access (ACM MobiWac 2022)},

address = {Montreal, Canada},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Soss2206:5GMobile,

title = {Private 5G Solutions for Mobile Industrial Robots: A Feasibility Study},

author = {Peter {Sossalla} and Justus {Rischke} and Fabian {Baier} and Sebastian A. W. {Itting} and Giang T. {Nguyen} and Frank H. P. {Fitzek}},

doi = {10.1109/ISCC55528.2022.9912791},

year  = {2022},

date = {2022-10-19},

urldate = {2022-06-30},

booktitle = {27th IEEE Symposium on Computers and Communications (ISCC 2022)},

address = {Rhodes island, Greece},

abstract = {Mobile robots are an essential part of the vision of flexible production in a smart factory. To monitor and connect the robots, reliable and low latency communication is necessary. In this work, we conduct packet-based active measurements to evaluate the performance of a state-of-the-art 5G standalone system in a production environment. The focus is on whether 5G connections can meet the requirements specified by 3GPP in terms of delay and reliability. The results indicate that without cross-traffic, the requirement of a delay of less than 10 ms for 99.9 % of the packets can be met for the remote control and fleet management of mobile robots. However, as soon as cross-traffic is injected, especially in the uplink, the upper percentiles of the delay increase significantly, thus failing to hold the reliability requirements.},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{hofmann0822balkancom,

title = {Testbed-based Receiver Optimization for SISO Molecular Communication Channels},

author = {Pit {Hofmann} and Jorge Torres {Gomez} and Falko {Dressler} and Frank H. P. {Fitzek}},

doi = {10.1109/BalkanCom55633.2022.9900720},

year  = {2022},

date = {2022-09-29},

urldate = {2022-08-01},

booktitle = {2022 International Balkan Conference on Communications and Networking (BalkanCom)},

address = {Sarajevo, Bosnia and Herzegovina},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Gabriel22:StorageEncryption,

title = {Transparent Storage Encryption in Kubernetes},

author = {Jennifer {Gabriel} and Silvio {Ankermann} and Mauri {Seidel} and Frank H. P. {Fitzek}},

year  = {2022},

date = {2022-09-19},

urldate = {2022-09-19},

booktitle = {European Wireless 2022},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{li+muschter++2022_human,

title = {Human perception across the lifespan as the basis of a Tactile Internet for everyone},

author = {Shu-Chen {Li} and Evelyn {Muschter} and Andreas {Noll} and Ba\c{s}ak {G\"{u}le\c{c}y\"{u}z} and Eckehard {Steinbach} and Frank H. P. {Fitzek}},

url = {https://ieeexplore.ieee.org/document/10071935},

year  = {2022},

date = {2022-09-19},

urldate = {2022-09-20},

booktitle = {Proceedings of the European Wireless (EW)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10071927,

title = {5G NR Support for UAV-Assisted Cellular Communication on Non-Terrestrial Network},

author = {Justine Cris {Borromeo} and Koteswararao {Kondepu} and Nicola {Andriolli} and Luca {Valcarenghi} and Riccardo {Bassoli} and Frank H. P. {Fitzek}},

url = {https://ieeexplore.ieee.org/document/10071927},

year  = {2022},

date = {2022-09-19},

urldate = {2022-09-19},

booktitle = {European Wireless 2022; 27th European Wireless Conference},

pages = {1-7},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{10071932,

title = {Impact of Softwarization in Microservices-based SDN Controller},

author = {Domenico {Scotece} and Sisay Tadesse {Arzo} and Riccardo {Bassoli} and Luca {Foschini} and Michael {Devetsikiotis} and Frank H. P. {Fitzek}},

url = {https://ieeexplore.ieee.org/document/10071932},

year  = {2022},

date = {2022-09-19},

urldate = {2022-09-19},

booktitle = {European Wireless 2022; 27th European Wireless Conference},

pages = {1-6},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{sysint2022,

title = {Reference Network and Localization Architecture for Smart Manufacturing based on 5G},

author = {Stephan {Ludwig} and Doris {Aschenbrenner} and Marvin {Scharle} and Henrik {Klessig} and Michael {Karrenbauer} and Huanzhuo {Wu} and Maroua {Taghouti} and Pedro {Lozano} and Hans D {Schotten} and Frank H. P. {Fitzek}},

year  = {2022},

date = {2022-09-07},

urldate = {2022-09-07},

booktitle = {6th International Conference on System-Integrated Intelligence: Intelligent, flexible and connected systems in products and production},

address = {Genova, Italy},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Hoes2209:5G,

title = {5G InterOPERAbility of Open RAN Components in Large Testbed Ecosystem: Towards 6G Flexibility},

author = {Thomas {H\"{o}schele} and Florian {Kaltenberger} and Andreas I. {Grohmann} and Elif {Tasdemir} and Martin {Reisslein} and Frank H. P. {Fitzek}},

url = {https://ieeexplore.ieee.org/document/10071940},

year  = {2022},

date = {2022-09-01},

urldate = {2022-09-01},

booktitle = {European Wireless 2022 - 6G and 5G beyond Communications (EW 2022)},

address = {Dresden, Germany},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}