A 5G Non-Public-Network (5G NPN) consists of different components which are all available in the testbed. The first component is the user equipment (UE), this is most easily described as a smartphone with a SIM-Card. The SIM-Card is the identifier and cryptographic device, required to access the network. Via cellular technology the user equipment connects to the 5G base station, where one or multiple cells can be deployed. The 5G base station consists of two primary components: the Radio Access Network (RAN) and the Core Network (CN). The RAN can utilize either commercially available hardware (COTS) or application-specific integrated circuits (ASICs). In contrast, the CN exclusively employs COTS hardware across all testbeds. The CN encompasses various network functions, including authentication and mobility management, session management, user data management, policy control, and the gateway to other data networks.
Wireless Mesh Networks (WMNs) enable devices with radio capabilities to communicate with each other directly. Such networks are based on opportunity instead of planning: devices detect the existing network on their own and connect to it without further configuration. Therefore, WMNs provide flexibility and are easy to extend.
Our private 5G testbed is categorized into two main areas. The first is a university-wide 5G non-public network (NPN) that leverages commercially available hardware and software, ensuring continuous stability. This network facilitates application testing and interworking between 5G and other systems. Given its role as integral infrastructure, updates are solely installed by the central operator.
All components are interconnected to a central server hosting the 5G CN, GeniusCore.
The second category comprises lab testbeds within the ComNets Chair. These testbeds feature diverse hardware and software components to support individual 5G NPNs. They enable interoperability testing and measurements. Multiple legacy RAN systems are available, including Nokia and Huawei, which have been verified for interoperability with Open5GS (Open Source 5G-CN), GeniusCore, and OpenAirInterface CN (Open Source 5G-CN). Ericsson RAN is exclusively compatible with an Ericsson Core.
In addition to legacy RAN, O-RAN-based testbeds are also present. While legacy RAN is proprietary, O-RAN adheres to an open interface standard, promoting interoperability. O-RAN often operates fully virtualized on COTS hardware. Legacy RAN is disaggregated into three components: Radio Unit (RU), Distributed Unit (DU), and Central Unit (CU) with open interfaces between them. The testbed employs COTS servers to execute the CU and DU, thereby reducing costs. Multiple disaggregated O-RAN systems are integrated into the testbed. One is a commercial system from AirSpan, while the others are open-source projects: OpenAirInterface and srsRAN Project.
For integration testing, All-In-One Small Cells are available. These compact and easy-to-operate gNBs can be quickly deployed due to their simplified operation compared to legacy systems or disaggregated O-RAN. Vendors within the testbed include: AirSpan Airvelocity n78 (2T2R), T&W/Node-H small Cell n78 (2T2R), LiteOn FlexFI n78 (4T4R), and NI USRP N310.
This testbed is build with a Nokia Radio A Consicess Network with five sites. The sites have the following Equipment:
Site 1: 1 x Nokia ASIL Systemunit, 2 x Nokia ABIO Baseband; 2 x Nokia AEQE n78 Antenna (64T64R mmMIMO), 1 x Nokia AWEUC mmWave (n258) Antenna (2T2R)
Site 2: 1 x Nokia ASIL Systemunit, 1 x Nokia ABIO Baseband; 2 x Nokia AEQE n78 Antenna (64T64R mmMIMO)
Site 3 and 4: 1 x Nokia ASIL Systemunit, 1 x Nokia ABIO Baseband; 2 x Nokia AWHQF n78 Antenna (4T4R)
Site 5: 1 x ASOE System and Basebandunit, 2 x AZQJ n78 Antenna (8T8R)
They are all connected to a central server, where the 5G-Core, GeniusCore is hosted.
The second is the lab testbed at the ComNets Chair. Here we have different Hard- and Software Components to run a private 5G network, based on different release. Here interoperability tests and measurements can be performed.
There are several classical RAN Systems available. Nokia and Huawei have been tested and verified to be interoperable with the Open5GS (Open Source 5G-Core); the GeniusCore and the OpenAirInterace 5G-Core (Open Source 5G-Core). Ericsson RAN is only compatible to an Ericsson Core.
The following classical cellular systems are at the chair:
Nokia; ASIK Systemunit, ABIL Baseband, AZQH Radio, 2 x Indoor Airscale Hub and 8 x AWHQB Indoor Small Cell n78 (4T4T); 4 x AWHQK Indoor Small Cell n78 (4T4R)
ASIL Systemunit, ABIO Basebandunit,
Ericsson 5G NSA System: Baseband 6630; Dell Server for 4G and 5G Ericsson Core, Radio 2212, Radio 8823, Indoor Radio Uni, Ericsson Indoor Small Cell
Ericsson 5G SA System (Industry Connect): Network Controller, Dot 4479, IRU, Micro Radio 4408 n78 (4T4R)
Huawei: Basestation 5900; Radio RRU5836E n78 (4T4R); pRRU5935 3.7G n78 (4T4R); Indoor Radio Hub
Besides classical RAN there are also O-RAN Solutions available in the Testbed. While classical RAN is proprietary, O-RAN is mostly software based and supposed to be interoperable. The classical basestation gets disaggregated into three components: RU, DU, CU with open interfaces between them. The CU and DU are supposed to be executed on COTS servers; thus, reducing costs.
There are two disaggregated O-RAN Systems in the testbed. One is the commercial system from AirSpan, the other one is the open source project of OpenAirInterface.
For quick PoC there are All-In-One Small Cells available. They are a small, easy to operate gNB and can be set up quickly as they are less complex than classical systems or disaggregated O-RAN. Vendors in the Testbed are: AirSpan Airvelocity n78 (2T2R), T&W/Node-H small Cell n78 (2T2R), LiteOn FlexFI n78 (4T4R)
Un, Volkan; Cabrera, Juan A.; Fitzek, Frank H. P.
A Hybrid Spiking Neural Network for Event-Based Continuous Robot Control Proceedings Article
In: 2026 IEEE 39th International System-on-Chip Conference (SOCC) (SOCC 2026), pp. 5.85, Heidelberg, Germany, 2026.
@inproceedings{Un2609:Hybrid,
title = {A Hybrid Spiking Neural Network for Event-Based Continuous Robot Control},
author = {Volkan Un and Juan A. Cabrera and Frank H. P. Fitzek},
year = {2026},
date = {2026-09-01},
booktitle = {2026 IEEE 39th International System-on-Chip Conference (SOCC) (SOCC 2026)},
pages = {5.85},
address = {Heidelberg, Germany},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Hofmann, Pit
Molecular Communication: From Fundamentals to Simulations, Experimental Implementations, and Explainable Neural Networks PhD Thesis
2026.
@phdthesis{Hofmann2026:NeuralNetworks,
title = {Molecular Communication: From Fundamentals to Simulations, Experimental Implementations, and Explainable Neural Networks},
author = {Pit Hofmann},
year = {2026},
date = {2026-08-27},
urldate = {2026-08-27},
keywords = {},
pubstate = {published},
tppubtype = {phdthesis}
}
Bondarenko, Volodymyr; Cabrera, Juan A.; Fitzek, Frank H. P.
Player-Driven QA in Heterogeneous Game Environments: An Empirical Study of Feedback Systems Proceedings Article
In: 2026 International Conference on Intelligent Multimedia, Networking, and Security (IMNS) (IMNS'26), pp. 5.92, Atlanta, USA, 2026.
@inproceedings{Bond2608:Player,
title = {Player-Driven QA in Heterogeneous Game Environments: An Empirical Study
of Feedback Systems},
author = {Volodymyr Bondarenko and Juan A. Cabrera and Frank H. P. Fitzek},
year = {2026},
date = {2026-08-01},
booktitle = {2026 International Conference on Intelligent Multimedia, Networking, and
Security (IMNS) (IMNS'26)},
pages = {5.92},
address = {Atlanta, USA},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Bondarenko, Volodymyr; Cabrera, Juan A.; Fitzek, Frank H. P.
Predicting Early Sales of PC Games Using Steam Wishlists and User Ratings Proceedings Article
In: 2026 International Conference on Smart Applications, Communications and Networking (SmartNets) (SmartNets 2026), pp. 6, Rome, Italy, 2026.
@inproceedings{Bond2607:Predicting,
title = {Predicting Early Sales of PC Games Using Steam Wishlists and User Ratings},
author = {Volodymyr Bondarenko and Juan A. Cabrera and Frank H. P. Fitzek},
year = {2026},
date = {2026-07-01},
booktitle = {2026 International Conference on Smart Applications, Communications and
Networking (SmartNets) (SmartNets 2026)},
pages = {6},
address = {Rome, Italy},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Rani, Fatima; Saha, Soham; Hofmann, Pit; Cabrera, Juan A.; Fitzek, Frank H. P.
SAGE: Agentic Governance for Energy-Aware, High-Performance LLMOps Proceedings Article
In: IEEE 9th International Conference on Big Data and Artificial Intelligence (BDAI), 2026, (accepted for publication).
@inproceedings{Rani2026sage,
title = {SAGE: Agentic Governance for Energy-Aware,
High-Performance LLMOps},
author = {Fatima Rani and Soham Saha and Pit Hofmann and Juan A. Cabrera and Frank H. P. Fitzek},
year = {2026},
date = {2026-07-01},
booktitle = {IEEE 9th International Conference on Big Data and Artificial Intelligence (BDAI)},
note = {accepted for publication},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Senk, Stefan; Schulte, Jan Conrad; Scheinert, Tobias; Nazari, Hosein Kangavar; Liu, How-Hang; Fitzek, Frank H. P.
Towards an Integrated 5G-TSN Architecture with 5G Non-Cellular DECT NR+ Proceedings Article
In: Proceedings of the 35th International Conference on Computer Communications and Networks (ICCCN 2026), Hawaii, USA, 2026.
@inproceedings{senk2026dectnr,
title = {Towards an Integrated 5G-TSN Architecture with 5G Non-Cellular DECT NR+},
author = {Stefan Senk and Jan Conrad Schulte and Tobias Scheinert and Hosein Kangavar Nazari and How-Hang Liu and Frank H. P. Fitzek},
year = {2026},
date = {2026-07-01},
booktitle = {Proceedings of the 35th International Conference on Computer Communications and Networks (ICCCN 2026)},
address = {Hawaii, USA},
keywords = {},
pubstate = {accepted},
tppubtype = {inproceedings}
}
Duong, Binh V.; Attawna, Mahdi; Doan, Tung V.; Ma, Mingyu; Fitzek, Frank H. P.; Nguyen, Giang T.
Intelligence Where It Matters in Open RAN Proceedings Article
In: 12th IEEE International Conference on Network Softwarization (NetSoft 2026), Berlin, Germany, 2026.
@inproceedings{Duong2026:Intelligence,
title = {Intelligence Where It Matters in Open RAN},
author = {Binh V. Duong and Mahdi Attawna and Tung V. Doan and Mingyu Ma and Frank H. P. Fitzek and Giang T. Nguyen},
year = {2026},
date = {2026-06-29},
booktitle = {12th IEEE International Conference on Network Softwarization (NetSoft 2026)},
address = {Berlin, Germany},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Duong, Binh V.; Doan, Tung V.; Attawna, Mahdi; Fitzek, Frank H. P.; Nguyen, Giang T.
xChain: Multi-stage Traffic Analysis and Classification in O-RAN Proceedings Article
In: 12th IEEE International Conference on Network Softwarization (NetSoft 2026), Berlin, Germany, 2026.
@inproceedings{Duong2026:xChain,
title = {xChain: Multi-stage Traffic Analysis and Classification in O-RAN},
author = {Binh V. Duong and Tung V. Doan and Mahdi Attawna and Frank H. P. Fitzek and Giang T. Nguyen},
year = {2026},
date = {2026-06-29},
urldate = {2026-06-29},
booktitle = {12th IEEE International Conference on Network Softwarization (NetSoft 2026)},
address = {Berlin, Germany},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Röscher, Leon; Lezama, Talía L. M.; Cimino, Luca; Hofe, Jonah; Bassoli, Riccardo; Fitzek, Frank H. P.
Two-Qubit Implementation of QAOA for MAX-CUT on an NV-Center Quantum Processor Proceedings Article
In: European Wireless 2026 (EW 2026), pp. 6, Rimini, Italy, 2026.
@inproceedings{Rosc2606:Two,
title = {Two-Qubit Implementation of QAOA for MAX-CUT on an NV-Center
Quantum Processor},
author = {Leon Röscher and Talía L. M. Lezama and Luca Cimino and Jonah Hofe and Riccardo Bassoli and Frank H. P. Fitzek},
year = {2026},
date = {2026-06-01},
booktitle = {European Wireless 2026 (EW 2026)},
pages = {6},
address = {Rimini, Italy},
abstract = {We report a proof-of-principle implementation of the quantum approximate
optimization algorithm (QAOA) for the smallest nontrivial MAX-CUT instance
on an NV-center-based quantum processor operating at room temperature. The
two-qubit register is encoded in the electron spin and the
(^14mathrmN) nuclear spin of a single NV(^-) center. Using a
minimization formulation of MAX-CUT, we implement a single-layer QAOA
ansatz with native entangling and single-qubit control operations. Because
the optical readout of the NV(^-) center is not projective in the
computational basis, we reconstruct computational-basis populations from
averaged fluorescence signals and use them to determine the experimental
QAOA cost landscape by scanning the variational parameters. These results
show that the core elements of QAOA can be realized on this platform and
establish a baseline for future improvements in phase tracking,
coherence-preserving control, and scaling to larger problem sizes.},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Xu, Zhihan; Cabrera, Juan A.; Fitzek, Frank H. P.
Reducing τ -Selection Uncertainty in Graph Coloring-Based Functional Compression Proceedings Article
In: European Wireless 2026 (EW 2026), pp. 6, Rimini, Italy, 2026.
@inproceedings{Xu2606:Reducing,
title = {Reducing τ -Selection Uncertainty in Graph Coloring-Based Functional
Compression},
author = {Zhihan Xu and Juan A. Cabrera and Frank H. P. Fitzek},
year = {2026},
date = {2026-06-01},
booktitle = {European Wireless 2026 (EW 2026)},
pages = {6},
address = {Rimini, Italy},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
Patrick Enenche; Osel Lhamo; Tung V. Doan; Mahdi Attawna; Giang T. Nguyen; Dongho You; Frank H. P. Fitzek
In: IEEE International Conference on Communications (ICC), Montreal, Canada, 2025.
Patrick Enenche; Osel Lhamo; Tung V. Doan; Mahdi Attawna; Giang T. Nguyen; Dongho You; Frank H. P. Fitzek
In: IEEE International Conference on Communications (ICC), Montreal, Canada, 2025.
Patrick Enenche; Osel Lhamo; Tung V. Doan; Mahdi Attawna; Giang T. Nguyen; Dongho You; Frank H. P. Fitzek
In: IEEE International Conference on Communications (ICC), Montreal, Canada, 2025.
Patrick Enenche; Osel Lhamo; Tung V. Doan; Mahdi Attawna; Giang T. Nguyen; Dongho You; Frank H. P. Fitzek
In: IEEE International Conference on Communications (ICC), Montreal, Canada, 2025.
Interested students may contact us directly or write an email to Dr.-Ing. Rico Radeke or the respective supervisors.