Integrated Radio Sensing Capabilities for 6G Networks: AI/ML Perspective.

Norman Franchi https://orcid.org/0000-0002-2777-4722 https://www.wikidata.org/entity/Q130956526

Victor Shatov Steffen Schieler Charlotte Muth José Miguel Mateos-Ramos Ivo Bizon Florian Euchner Sebastian Semper Stephan ten Brink Gerhard P. Fettweis Christian Häger Henk Wymeersch Laurent Schmalen Reiner S. Thomä Norman Franchi Integrated Radio Sensing Capabilities for 6G Networks: AI/ML Perspective. 2026 5081-5120 28 IEEE Commun. Surv. Tutorials https://doi.org/10.1109/COMST.2026.3668458 db/journals/comsur/comsur28.html#ShatovSMMBESBFHWSTF26 streams/journals/comsur

Bitan Banerjee Bharat Agarwal Abdullah Ahmad Carsten Bockelmann Renato L. G. Cavalcante Alireza Danaee Armin Dekorsy Gerhard P. Fettweis Jochen Fink Norman Franchi Rick Fritschek Florian Gast Pramesh Gautam Johannes Kortz Chu Li Miguel Lopez Maximilian Lübke Lorenzo Miretti Ahmad Nimr Mohammad Parvini Stefan Roth 0004 Rafael F. Schaefer Anke Schmeink Gerhard Schreiber Sadra Seyedmasoumian Aydin Sezgin Slawomir Stanczak Yanpeng Su Dirk Wübben Christian T. Zenger 6G PHY: Insights From 6G-ANNA Research Initiative. 2026 1210-1234 7 IEEE Open J. Commun. Soc. https://doi.org/10.1109/OJCOMS.2026.3658132 db/journals/ojcs/ojcs7.html#BanerjeeAABCDDFFFFGGKLL26 streams/journals/ojcs

Kilian Müller Tim Ruhland Carlos Guimarães Joachim Kaiser Norman Franchi Firefly: Probabilistic Edge-Driven Task Offloading for Real-Time DTN-IoT Using Time-Series Foundation Models. 2026 2733-2764 7 IEEE Open J. Commun. Soc. https://doi.org/10.1109/OJCOMS.2026.3672750 db/journals/ojcs/ojcs7.html#MullerRGKF26 streams/journals/ojcs

Yanpeng Su Guojin Zhang Norman Franchi Maximilian Lübke ISAC-Enabled OFDM Radar: ICI and Off-Grid Effect Suppression via Signal Reconstruction. 2026 February 2101-2116 75 IEEE Trans. Veh. Technol. 2 https://doi.org/10.1109/TVT.2025.3606218 db/journals/tvt/tvt75.html#SuZFL26 streams/journals/tvt

Samira Faghih-Naini Tobias Fontius Sebastian Peters Armin Schuster Robert Weigel Norman Franchi Torsten Reissland Joint Communication and Sensing Using Ofdm: System Considerations and Measurements. 40-43 2026 WiSNet https://doi.org/10.1109/WiSNeT69500.2026.11408723 conf/wisnet/2026 db/conf/wisnet/wisnet2026.html#Faghih-NainiFPS26

Katharina Stich Bastian Perner Friedemann Laue Torsten Reissland Norman Franchi Convergence Time Distributions for Max-Consensus over Unreliable Networks. 2026 April abs/2604.16069 CoRR https://doi.org/10.48550/arXiv.2604.16069 db/journals/corr/corr2604.html#abs-2604-16069 streams/journals/corr

Sina Shafaei Alexandros Palaios Zied Ennaceur Jiajing Zhang Vedhas Pandit Pramesh Gautam Afsaneh Gharouni Borislava Gajic Bitan Banerjee Sachinkumar Bavikatti Mallikarjun Mohammad Asif Habibi Phuong Bich Duong Simone Mangiante Muhammad Qurratulain Khan Mohammad Parvini Philipp Schulz Faizan Rauf Norman Franchi Renato L. G. Cavalcante Jochen Fink Philipp Reitz Maximilian Lübke Torsten Reißland Ali El Husseini Reem Karaki Zahra Seifaei Marco Danger Carsten Bockelmann Arne Bröring Guenter Klas Slawomir Stanczak Hans D. Schotten Gerhard P. Fettweis Admela Jukan Giang T. Nguyen 0002 Rafael F. Schaefer Ralf Irmer Christian Wietfeld Armin Dekorsy Toward AI in 6G: Concepts, Techniques, and Standards. 143843-143874 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3595752 db/journals/access/access13.html#ShafaeiPEZPGGGBMHDMKPSR25 streams/journals/access

Mengyu Zhang Yanpeng Su Norman Franchi Robert Weigel Torsten Reissland Hybrid Beamforming for Multi-User Joint Communication and Sensing With URA Under Partially Connected Architectures. 170395-170409 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3615453 db/journals/access/access13.html#ZhangSFWR25

Xianshi Zeng Norman Franchi Robert Weigel Christof Pfannenmüller Direction Prediction Based on Particle Filter for User Tracking With Intelligent Reflecting Surface. 2867-2871 2025 September 14 IEEE Wirel. Commun. Lett. 9 https://doi.org/10.1109/LWC.2025.3581669 db/journals/wcl/wcl14.html#ZengFWP25 streams/journals/wcl

Christian Spinnler Torsten Reißland Norman Franchi AARC-FE: Electrical Assembly Authentication with Random Convolution Kernels and Fuzzy Extractors. 257-277 2025 ARES (1) https://doi.org/10.1007/978-3-032-00624-0_13 conf/IEEEares/2025-1 db/conf/IEEEares/ares2025-1.html#SpinnlerRF25 streams/conf/IEEEares Anton Schösser Friedrich Burmeister Joschua Bogner Zhongju Li Philipp Schulz Gerhard P. Fettweis Norman Franchi Pinpointing Radio Devices: Robust Fingerprint Localization in Industrial Environments. IEEECONF 2025 1063-1068 conf/acssc/2025 https://doi.org/10.1109/IEEECONF67917.2025.11443652 db/conf/acssc/acssc2025.html#SchosserBBLSFF25 streams/conf/acssc Friedemann Laue Maximilian Lübke Norman Franchi Anomaly Detection in Resilient Networks: On the Impact of Delayed and False Decisions. IEEECONF 2025 1501-1507 conf/acssc/2025 https://doi.org/10.1109/IEEECONF67917.2025.11443750 db/conf/acssc/acssc2025.html#LaueLF25 streams/conf/acssc Alexander Spielberger Lucas Spitzkopf Albert-Marcel Schrotz Christof Pfannenmüller Robert Weigel Norman Franchi Performance Evaluation and Optimization of the Sampling Process of an Neuropredictive SAR ADC. 1-5 2025 APCCAS https://doi.org/10.1109/APCCAS67402.2025.11377187 conf/apccas/2025 db/conf/apccas/apccas2025.html#SpielbergerSSPW25 Lucas Fink Torsten Reissland Timo Maiwald Norman Franchi Jamming Detection and Classification on Physical Layer with a Minimized CNN Model. 1-6 2025 CommNet https://doi.org/10.1109/CommNet68224.2025.11288873 conf/commnet/2025 db/conf/commnet/commnet2025.html#FinkRMF25 Nazanin Vatanian Negar Hajijalili Gustavo Costa Elke Roth-Mandutz Geordie George Norman Franchi Enhancing Cell DTX for Network Energy Savings Towards 6G. 1-7 2025 CSCN https://doi.org/10.1109/CSCN67557.2025.11230766 conf/cscn/2025 db/conf/cscn/cscn2025.html#VatanianHCRGF25 streams/conf/cscn Victor Shatov Nikita Shanin Tobias Veihelmann Bastian Perner Norman Franchi Maximilian Lübke Dual-Task Supervised Learning for Distributed Spectrum Monitoring Applications. 67-72 2025 EuCNC/6G Summit https://doi.org/10.1109/EuCNC/6GSummit63408.2025.11037089 conf/eucnc/2025 db/conf/eucnc/eucnc2025.html#ShatovSVPFL25 streams/conf/eucnc Bastian Perner Maximilian Lübke Norman Franchi Optimized Measurement Location Planning for Interpolation-Based Radio Environment Maps. 2302-2306 2025 EUSIPCO https://ieeexplore.ieee.org/document/11226589 conf/eusipco/2025 db/conf/eusipco/eusipco2025.html#PernerLF25 streams/conf/eusipco Tim Ruhland Maximilian Lübke Andreas Tobola Norman Franchi Data Consistency Determination with Multi-Event Detection for Heterogeneous Sensors. 1-6 2025 I2MTC https://doi.org/10.1109/I2MTC62753.2025.11079130 conf/i2mtc/2025 db/conf/i2mtc/i2mtc2025.html#RuhlandLTF25 Kilian Müller Jiajing Zhang Paul Vossiek Sina Shafaei Frank H. P. Fitzek Norman Franchi FLINT: Performance-Aware In-Network Computing for Dynamic 6G Sub-Networks. 5368-5374 2025 ICC https://doi.org/10.1109/ICC52391.2025.11161819 conf/icc/2025 db/conf/icc/icc2025.html#MullerZVSFF25 streams/conf/icc Katharina Stich Torsten Reissland Norman Franchi Impact of Packet Errors on the Min-Consensus Protocol: General Analysis and Application to an Industrial Use Case. 1-6 2025 ICCAD https://doi.org/10.1109/ICCAD64771.2025.11099402 conf/iccad2/2025 db/conf/iccad2/iccad2025.html#StichRF25 Jonas Bönsch Philipp Reitz Norman Franchi Maximilian Lübke Evaluating Communication and Sensing Quality in Phase-Modulated FMCW Radar. 1-6 2025 JC&S https://doi.org/10.1109/JCS64661.2025.10880648 conf/jcs/2025 db/conf/jcs/jcs2025.html#BonschRFL25 streams/conf/jcs Jan-Steffen Gröneweg Soheil Gherekhloo Maximilian Lübke Norman Franchi Evaluating the Performance of UE-Side Sensing in Multistatic ISAC Systems for Highway Scenarios. 1-6 2025 JC&S https://doi.org/10.1109/JCS64661.2025.10880653 conf/jcs/2025 db/conf/jcs/jcs2025.html#GronewegGLF25 streams/conf/jcs Victor Shatov Adela Vagollari Yanpeng Su Wolfgang H. Gerstacker Maximilian Lübke Norman Franchi Supervised Learning of Wireless Signal Waveforms in the Era of Radar-Communications Convergence. 127-133 2025 WMNC https://doi.org/10.23919/WMNC67099.2025.11299273 conf/mwcn/2025 db/conf/mwcn/wmnc2025.html#ShatovVSGLF25 streams/conf/mwcn Mengyu Zhang Robert Weigel Norman Franchi Torsten Reissland FPGA-Based Hybrid Beamforming under Quantization and Phase Resolution Constraints. 1-5 2025 SiPS https://doi.org/10.1109/SiPS66314.2025.11261282 conf/sips/2025 db/conf/sips/sips2025.html#ZhangWFR25 streams/conf/sips Zahra Seifaei Torsten Reissland Norman Franchi Communications-Control Co-Design in Cooperative Platooning: Quantifying the Stability Effects of Communications Delay and Loss. 1-7 2025 VTC2025-Fall https://doi.org/10.1109/VTC2025-Fall65116.2025.11310682 conf/vtc/2025f db/conf/vtc/vtc2025f.html#SeifaeiRF25 streams/conf/vtc Jonas Bönsch Philipp Reitz Julian Motzelt Norman Franchi Maximilian Lübke Integrated Sensing and Communication Based on Road Side Units for Intersection Monitoring. 183-188 2025 WSA https://doi.org/10.1109/WSA65299.2025.11202842 conf/wsa/2025 db/conf/wsa/wsa2025.html#BonschRMFL25 streams/conf/wsa Guojin Zhang Norman Franchi Maximilian Lübke Dynamic Channel Characterization for Vehicular ISAC in Intersection Scenarios at 77 GHz. 189-194 2025 WSA https://doi.org/10.1109/WSA65299.2025.11202826 conf/wsa/2025 db/conf/wsa/wsa2025.html#ZhangFL25 streams/conf/wsa Jan-Steffen Gröneweg Soheil Gherekhloo Maximilian Lübke Norman Franchi Evaluating the Performance of UE-Side Bistatic Sensing using PRS on a Highway Entry Scenario. 267-272 2025 WSA https://doi.org/10.1109/WSA65299.2025.11202762 conf/wsa/2025 db/conf/wsa/wsa2025.html#GronewegGLF25 streams/conf/wsa Yanpeng Su Norman Franchi Maximilian Lübke Code-Orthogonal PMCW MIMO ISAC System: Digital Beamforming for Pilot and Data Separation. 274-278 2025 WSA https://doi.org/10.1109/WSA65299.2025.11202849 conf/wsa/2025 db/conf/wsa/wsa2025.html#SuFL25 streams/conf/wsa

Daniel Lindenschmitt Tobias Jung Prudhvi Kumar Kakani Torsten Reissland Norman Franchi Hans D. Schotten Analysis of an Architecture for Integrated Sensing and Communication in 5G OpenRAN. 2025 September abs/2509.16917 CoRR https://doi.org/10.48550/arXiv.2509.16917 db/journals/corr/corr2509.html#abs-2509-16917 streams/journals/corr

Yanpeng Su Victor Shatov Norman Franchi Maximilian Lübke A Code-Orthogonal PMCW Transmission Scheme for Improving Communications Performance in JCAS Systems. 29673-29689 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3369415 db/journals/access/access12.html#SuSFL24

Philipp Reitz Christian Künzle Norman Franchi Maximilian Lübke Evaluation of the Interference Performance of FMCW Radar Sensors in Dense Indoor Environments. 46834-46850 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3382547 db/journals/access/access12.html#ReitzKFL24

Victor Shatov Benjamin Nuss Steffen Schieler Pradyumna Kumar Bishoyi Lara Wimmer Maximilian Lübke Navid Keshtiarast Christoph Fischer Daniel Lindenschmitt Benedikt Geiger Reiner S. Thomä Amina Fellan Laurent Schmalen Marina Petrova Hans D. Schotten Norman Franchi Joint Radar and Communications: Architectures, Use Cases, Aspects of Radio Access, Signal Processing, and Hardware. 47888-47914 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3383771 db/journals/access/access12.html#ShatovNSBWLKFLGTFSPSF24

Yanpeng Su Maximilian Lübke Norman Franchi Coordinated Multipoint JCAS in 6G Mobile Networks. 98530-98545 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3428831 db/journals/access/access12.html#SuLF24 streams/journals/access

Ladan Khaloopour Yanpeng Su Florian Raskob Tobias Meuser Roland Bless Leon Janzen Kamyar Abedi Marko S. Andjelkovic Hekma Chaari Pousali Chakraborty Michael Kreutzer 0001 Matthias Hollick Thorsten Strufe Norman Franchi Vahid Jamali Resilience-by-Design in 6G Networks: Literature Review and Novel Enabling Concepts. 155666-155695 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3480275 db/journals/access/access12.html#KhaloopourSRMBJAACCKHSF24 streams/journals/access

Kilian Müller Johannes Weidner Norman Franchi Peter Wägemann TinyEP: TinyML-Enhanced Energy Profiling for Extreme Edge Devices. 193747-193762 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3520089 db/journals/access/access12.html#MullerWFW24 streams/journals/access

Philipp Reitz Timo Maiwald Jonas Bönsch Norman Franchi Maximilian Lübke Accelerating Deep Learning in Radar Systems: A Simulation Framework for 60 GHz Indoor Radar. 4028 2024 16 Remote. Sens. 21 https://doi.org/10.3390/rs16214028 db/journals/remotesensing/remotesensing16.html#ReitzMBFL24 streams/journals/remotesensing

Christian Spinnler Torsten Labs Norman Franchi SoK: A Taxonomy for Hardware-Based Fingerprinting in the Internet of Things. 96:1-96:12 2024 ARES https://doi.org/10.1145/3664476.3670872 https://www.wikidata.org/entity/Q130956527 conf/IEEEares/2024 db/conf/IEEEares/ares2024.html#SpinnlerLF24 Philipp Rosemann Sanket Partani Marc Miranda Jannik Mähn Michael Karrenbauer William Meli Rodrigo Hernangómez Maximilian Lübke Jacob Kochems Stefan Köpsell Anosch Aziz-Koch Ramez Askar Julia Beuster Oliver Blume Norman Franchi Reiner S. Thomä Slawomir Stanczak Hans D. Schotten Enabling Mobility-Oriented JCAS in 6G Networks: An Architecture Proposal. 1-6 2024 JC&S https://doi.org/10.1109/JCS61227.2024.10646287 conf/jcs/2024 db/conf/jcs/jcs2024.html#RosemannPMMKMHLKKAABBFT24 streams/conf/jcs Kilian Müller Norman Franchi ConTST: Predicting Mobile Subnetwork Encounters in Dynamic Factories with Time Series Transformers. 1-7 2024 VTC Fall https://doi.org/10.1109/VTC2024-Fall63153.2024.10758005 conf/vtc/2024f db/conf/vtc/vtc2024f.html#MullerF24 Nazanin Vatanian Gustavo Wagner Oliveira da Costa Elke Roth-Mandutz Geordie George Norman Franchi Energy Savings in 5G-Advanced Radio Access Networks: Downlink Signaling Adaptation. 1-7 2024 VTC Fall https://doi.org/10.1109/VTC2024-Fall63153.2024.10757515 conf/vtc/2024f db/conf/vtc/vtc2024f.html#VatanianCRGF24 Kilian Müller Maximilian Seidler Peter Ulbrich Norman Franchi NimbleNet: Serverless Computing for the Extreme Edge in Factory Environments. 19-24 2024 WOSC@Middleware https://doi.org/10.1145/3702634.3702953 conf/wosc/2024 db/conf/wosc/wosc2024.html#MullerSUF24

Ladan Khaloopour Yanpeng Su Florian Raskob Tobias Meuser Roland Bless Leon Würsching Kamyar Abedi Marko S. Andjelkovic Hekma Chaari Pousali Chakraborty Michael Kreutzer 0001 Matthias Hollick Thorsten Strufe Norman Franchi Vahid Jamali Resilience-by-Design Concepts for 6G Communication Networks. 2024 abs/2405.17480 CoRR https://doi.org/10.48550/arXiv.2405.17480 db/journals/corr/corr2405.html#abs-2405-17480

Michael Gundall Jörg Schneider 0002 Hans D. Schotten Markus Aleksy Dirk Schulz 0002 Norman Franchi Nick Schwarzenberg Christian Markwart Rüdiger Halfmann Peter Rost Dirk Wübben Arne Neumann Monique Düngen Thomas Neugebauer Rolf Blunk Mehmet Kus Jan Grießbach 5G as Enabler for Industrie 4.0 Use Cases: Challenges and Concepts. 2024 abs/2410.08726 CoRR https://doi.org/10.48550/arXiv.2410.08726 db/journals/corr/corr2410.html#abs-2410-08726 streams/journals/corr

Maximilian Lübke Yanpeng Su Norman Franchi Evaluating RF Hardware Characteristics for Automotive JCRS Systems Based on PMCW-CDMA at 77GHz. 28565-28584 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3259725 db/journals/access/access11.html#LubkeSF23

Marco Hoffmann Gerald Kunzmann Torsten Dudda Ralf Irmer Admela Jukan Gordana Macher Abdullah Ahmad Florian R. Beenen Arne Bröring Felix Fellhauer Gerhard P. Fettweis Frank H. P. Fitzek Norman Franchi Florian Gast Bernd Haberland Sandra Hoppe Sadaf Joodaki Nandish P. Kuruvatti Chu Li Miguel Lopez Fidan Mehmeti Thomas Meyerhoff Lorenzo Miretti Giang T. Nguyen 0002 Mohammad Parvini Rastin Pries Rafael F. Schaefer Peter Schneider 0001 Dominic A. Schupke Stephanie Strassner Henning Stubbe Andra M. Voicu A Secure and Resilient 6G Architecture Vision of the German Flagship Project 6G-ANNA. 102643-102660 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3313505 db/journals/access/access11.html#HoffmannKDIJMABBFFFFGHHJKLLMMMNP23

Victor Shatov Nikita Shanin Bastian Perner Yanpeng Su Norman Franchi Maximilian Lübke LSTM-DNN-Based Joint Wireless Signal Waveform Classification and Blind Transmitter Localization. 1-6 2023 ISWCS https://doi.org/10.1109/ISWCS61526.2024.10639099 conf/iswcs/2024 db/conf/iswcs/iswcs2024.html#ShatovSPSFL23 streams/conf/iswcs Yanpeng Su Victor Shatov Maximilian Lübke Norman Franchi Improving Resource Efficiency of PMCW-Based JCRS Systems: Simultaneous Transmission of Pilot and Data via Orthogonal Codes. 1-7 2023 PIMRC https://doi.org/10.1109/PIMRC56721.2023.10293888 conf/pimrc/2023 db/conf/pimrc/pimrc2023.html#SuSLF23

Philipp Rosemann Sanket Partani Marc Miranda Jannik Mähn Michael Karrenbauer William Meli Rodrigo Hernangómez Maximilian Lübke Jacob Kochems Stefan Köpsell Anosch Aziz-Koch Julia Beuster Oliver Blume Norman Franchi Reiner S. Thomä Slawomir Stanczak Hans D. Schotten Enabling Mobility-Oriented JCAS in 6G Networks: An Architecture Proposal. 2023 abs/2311.11623 CoRR https://doi.org/10.48550/arXiv.2311.11623 db/journals/corr/corr2311.html#abs-2311-11623

Maximilian Lübke Yanpeng Su Athira J. Cherian Jonas Fuchs Anand Dubey Robert Weigel Norman Franchi Full Physical Layer Simulation Tool to Design Future 77 GHz JCRS-Applications. 47437-47460 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3170919 db/journals/access/access10.html#LubkeSCFDWF22

Waqar Anwar Atul Kumar 0005 Norman Franchi Gerhard P. Fettweis Physical Layer Performance Modeling of Modern Multicarrier Modulation Techniques. 3725-3741 2022 70 IEEE Trans. Commun. 6 https://doi.org/10.1109/TCOMM.2022.3168084 db/journals/tcom/tcom70.html#AnwarKFF22

Waqar Anwar Atul Kumar 0005 Norman Franchi Gerhard P. Fettweis Physical Layer Abstraction for Multi-Connectivity Communications: Modeling and Analysis. 1779-1793 2022 21 IEEE Trans. Wirel. Commun. 3 https://doi.org/10.1109/TWC.2021.3106771 db/journals/twc/twc21.html#AnwarKFF22

Norman Franchi Gerhard P. Fettweis Thomas Herlitzius The significance of the Tactile Internet and 5G for digital agriculture. 281-286 2021 69 Autom. 4 https://doi.org/10.1515/auto-2020-0130 db/journals/at/at69.html#FranchiFH21

Andreas Traßl Eva Julia Schmitt Tom Hößler Lucas Scheuvens Norman Franchi Nick Schwarzenberg Gerhard P. Fettweis Outage prediction for ultra-reliable low-latency communications in fast fading channels. 92 2021 2021 EURASIP J. Wirel. Commun. Netw. 1 https://doi.org/10.1186/s13638-021-01964-w db/journals/ejwcn/ejwcn2021.html#TrasslSHSFSF21

Lucas Scheuvens Tom Hößler Philipp Schulz Norman Franchi André Noll Barreto Gerhard P. Fettweis State-Aware Resource Allocation for Wireless Closed-Loop Control Systems. 6604-6619 2021 69 IEEE Trans. Commun. 10 https://doi.org/10.1109/TCOMM.2021.3095953 db/journals/tcom/tcom69.html#ScheuvensHSFBF21

Waqar Anwar Sourav Dev Atul Kumar 0005 Norman Franchi Gerhard P. Fettweis PHY Abstraction Techniques for V2X Enabling Technologies: Modeling and Analysis. 1501-1517 2021 70 IEEE Trans. Veh. Technol. 2 https://doi.org/10.1109/TVT.2021.3053425 db/journals/tvt/tvt70.html#AnwarDKFF21

Anton Krause Waqar Anwar Ana Belen Martinez Dirk Stachorra Gerhard P. Fettweis Norman Franchi Network Planning and Coverage Optimization for Mobile Campus Networks. 305-310 2021 5GWF https://doi.org/10.1109/5GWF52925.2021.00060 conf/5gwf/2021 db/conf/5gwf/5gwf2021.html#KrauseAMSFF21 Norman Franchi Thomas Welsch Benjamin Striller Frank Heisig Gerhard P. Fettweis Mobilfunk-Campusnetze für die Landwirtschaft. 373-378 2021 GIL Jahrestagung https://dl.gi.de/handle/20.500.12116/35704 conf/gil/2021 db/conf/gil/gil2021.html#FranchiWSHF21 Atul Kumar 0005 Ivo Bizon Franco de Almeida Norman Franchi Gerhard P. Fettweis A Deep Neural Network Based Environment Sensing in the Presence of Jammers. 1-7 2021 ICC Workshops https://doi.org/10.1109/ICCWorkshops50388.2021.9473622 conf/icc/2021w db/conf/icc/icc2021w.html#KumarAFF21 Zhongju Li Roberto Bomfin Ivo Bizon Franco de Almeida Ahmad Nimr Norman Franchi Gerhard P. Fettweis Position-Driven Wireless Multipath Channel Simulator for Square-Shaped Environments. 1-6 2021 JC&S https://doi.org/10.1109/JCS52304.2021.9376345 conf/jcs/2021 db/conf/jcs/jcs2021.html#LiBANFF21 Philipp Schulz Norman Franchi Gerhard P. Fettweis RSS-based Localization of Multiple Unknown Transmitters through Particle Simulation. 1-6 2021 JC&S https://doi.org/10.1109/JCS52304.2021.9376357 conf/jcs/2021 db/conf/jcs/jcs2021.html#SchulzFF21 Waqar Anwar Norman Franchi Gerhard P. Fettweis A Study on Link Adaptation Techniques for IEEE 802.11bd Based eV2X Communications. 1-7 2021 VTC Fall https://doi.org/10.1109/VTC2021-Fall52928.2021.9625384 conf/vtc/2021f db/conf/vtc/vtc2021f.html#AnwarFF21 Andreas Traßl Lucas Scheuvens Tom Hößler Eva Julia Schmitt Norman Franchi Gerhard P. Fettweis Outage Prediction for URLLC in Rayleigh Fading. 116-121 2020 EuCNC https://doi.org/10.1109/EuCNC48522.2020.9200953 conf/eucnc/2020 db/conf/eucnc/eucnc2020.html#TrasslSHSFF20 Lucas Scheuvens Philipp Schulz Tom Hößler Norman Franchi André Barreto 0002 Gerhard P. Fettweis System Analysis of State-Aware Resource Allocation for Closed-Loop Control Systems. 1-6 2020 GLOBECOM https://doi.org/10.1109/GLOBECOM42002.2020.9348188 conf/globecom/2020 db/conf/globecom/globecom2020.html#ScheuvensSHFBF20 Lucas Scheuvens Philipp Schulz Tom Hößler Norman Franchi André Barreto 0002 Gerhard P. Fettweis State-Aware Resource Allocation for Wireless Closed-Loop Control Based on Multi-Connectivity. 1-6 2020 GLOBECOM https://doi.org/10.1109/GLOBECOM42002.2020.9348069 conf/globecom/2020 db/conf/globecom/globecom2020.html#ScheuvensSHFBF20a Richard Jacob Waqar Anwar Nick Schwarzenberg Norman Franchi Gerhard P. Fettweis System-level Performance Comparison of IEEE 802.11p and 802.11bd Draft in Highway Scenarios. 1-6 2020 ICT https://doi.org/10.1109/ICT49546.2020.9239538 conf/ict/2020 db/conf/ict/ict2020.html#JacobASFF20 Nick Schwarzenberg Richard Jacob Norman Franchi Gerhard P. Fettweis Multi-Connectivity with Joint Decoding for 802.11 bd Under Doubly-Selective Fading. 1-5 2020 ICT https://doi.org/10.1109/ICT49546.2020.9239484 conf/ict/2020 db/conf/ict/ict2020.html#SchwarzenbergJF20 Andrés Villamil Arturo González 0002 Norman Franchi Gerhard P. Fettweis Feedforward Filter Design for CACC with N - Vehicle Look Ahead: A Frequency Domain Approach for Further Optimization of Radio Resource Usage. 1-5 2020 VTC Fall https://doi.org/10.1109/VTC2020-Fall49728.2020.9348642 conf/vtc/2020f db/conf/vtc/vtc2020f.html#Villamil0FF20 Waqar Anwar Anton Krause Atul Kumar 0005 Norman Franchi Gerhard P. Fettweis Performance Analysis of Various Waveforms and Coding Schemes in V2X Communication Scenarios. 1-8 2020 WCNC https://doi.org/10.1109/WCNC45663.2020.9120732 conf/wcnc/2020 db/conf/wcnc/wcnc2020.html#AnwarKKFF20 Ali H. Mahdi Tom Hößler Norman Franchi Gerhard P. Fettweis Multi-Connectivity for Reliable Wireless Industrial Communications: Gains and Limitations. 1-7 2020 WCNC https://doi.org/10.1109/WCNC45663.2020.9120512 conf/wcnc/2020 db/conf/wcnc/wcnc2020.html#MahdiHFF20 Ali H. Mahdi Tom Hößler Lucas Scheuvens Norman Franchi Gerhard P. Fettweis Multi-Connectivity Management for Mobile Ultra-Reliable Low-Latency Communications. 1-6 2020 WSA https://ieeexplore.ieee.org/document/9097137 conf/wsa/2020 db/conf/wsa/wsa2020.html#MahdiHSFF20

Lucas Scheuvens Meryem Simsek André Noll Barreto Norman Franchi Gerhard P. Fettweis Framework for Adaptive Controller Design Over Wireless Delay-Prone Communication Channels. 49726-49737 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2911120 https://www.wikidata.org/entity/Q128026950 db/journals/access/access7.html#ScheuvensSBFF19

Frank Hofmann Norman Franchi Gerhard P. Fettweis Ali H. Mahdi Nadia Brahmi Bernhard Wegmann Maciej Mühleisen Florian Petry Stanislav Mudriievskyi Ahmad El Assaad Guillaume Jornod 5G NetMobil: Pathways Towards Tactile Connected Driving. 114-119 2019 5G World Forum https://doi.org/10.1109/5GWF.2019.8911621 conf/5gwf/2019 db/conf/5gwf/5gwf2019.html#HofmannFFMBWMPM19 Andreas Traßl Lucas Scheuvens Tom Hößler Norman Franchi Gerhard P. Fettweis On Dependability Metrics for Wireless Industrial Communications - Applied to IEEE 802.11ax. 286-291 2019 5G World Forum https://doi.org/10.1109/5GWF.2019.8911652 conf/5gwf/2019 db/conf/5gwf/5gwf2019.html#TrasslSHFF19 Arturo González 0002 Andrés Villamil Norman Franchi Gerhard P. Fettweis String Stable CACC under LTE-V2V Mode 3: Scheduling Periods and Transmission Delays. 292-297 2019 5G World Forum https://doi.org/10.1109/5GWF.2019.8911631 conf/5gwf/2019 db/conf/5gwf/5gwf2019.html#GonzalezVFF19 Waqar Anwar Atul Kumar 0005 Norman Franchi Gerhard P. Fettweis Performance Analysis Using Physical Layer Abstraction Modeling for 5G and beyond Waveforms. 1-6 2019 GLOBECOM https://doi.org/10.1109/GLOBECOM38437.2019.9014130 conf/globecom/2019 db/conf/globecom/globecom2019.html#AnwarKFF19 Waqar Anwar Andreas Traßl Norman Franchi Gerhard P. Fettweis On the Reliability of NR-V2X and IEEE 802.11bd. 1-7 2019 PIMRC https://doi.org/10.1109/PIMRC.2019.8904104 conf/pimrc/2019 db/conf/pimrc/pimrc2019.html#AnwarTFF19 Arturo González 0002 Norman Franchi Gerhard P. Fettweis Control Loop Aware LTE-V2X Semi-Persistent Scheduling for String Stable CACC. 1-7 2019 PIMRC https://doi.org/10.1109/PIMRC.2019.8904128 conf/pimrc/2019 db/conf/pimrc/pimrc2019.html#GonzalezFF19 Andreas Traßl Tom Hößler Lucas Scheuvens Norman Franchi Gerhard P. Fettweis Deriving an Empirical Channel Model for Wireless Industrial Indoor Communications. 1-7 2019 PIMRC https://doi.org/10.1109/PIMRC.2019.8904382 conf/pimrc/2019 db/conf/pimrc/pimrc2019.html#TrasslHSFF19 Waqar Anwar Norman Franchi Gerhard P. Fettweis Physical Layer Evaluation of V2X Communications Technologies: 5G NR-V2X, LTE-V2X, IEEE 802.11bd, and IEEE 802.11p. 1-7 2019 VTC Fall https://doi.org/10.1109/VTCFall.2019.8891313 conf/vtc/2019f db/conf/vtc/vtc2019f.html#AnwarFF19 Ali H. Mahdi Kedar Kulkarni Norman Franchi Gerhard P. Fettweis On Network Deployment for Ultra-Reliable Communications Using Multi-Connectivity. 1-5 2019 VTC Fall https://doi.org/10.1109/VTCFall.2019.8891140 conf/vtc/2019f db/conf/vtc/vtc2019f.html#MahdiKFF19 Nick Schwarzenberg Friedrich Burmeister Albrecht Wolf Norman Franchi Gerhard P. Fettweis Joint Synchronization in Macro-Diversity Multi-Connectivity Networks. 1-6 2019 VTC Fall https://doi.org/10.1109/VTCFall.2019.8891138 conf/vtc/2019f db/conf/vtc/vtc2019f.html#SchwarzenbergBW19 Waqar Anwar Sourav Dev Kedar Kulkarni Norman Franchi Gerhard P. Fettweis On PHY Abstraction Modeling for IEEE 802.11ax based Multi-Connectivity Networks. 1-7 2019 WCNC https://doi.org/10.1109/WCNC.2019.8885654 conf/wcnc/2019 db/conf/wcnc/wcnc2019.html#AnwarDKFF19 Arturo González 0002 Norman Franchi Gerhard P. Fettweis A Feasibility Study of LTE-V2X Semi-Persistent Scheduling for String Stable CACC. 1-7 2019 WCNC https://doi.org/10.1109/WCNC.2019.8886047 conf/wcnc/2019 db/conf/wcnc/wcnc2019.html#GonzalezFF19 Kedar Kulkarni Norman Franchi Gerhard P. Fettweis Reliable Real-time Localization and Tracking of Interferers Using Cooperative Spectrum Sensing. 1-6 2019 WCNC https://doi.org/10.1109/WCNC.2019.8885898 conf/wcnc/2019 db/conf/wcnc/wcnc2019.html#KulkarniFF19 Michael Gundall Jörg Schneider 0002 Hans D. Schotten Markus Aleksy Dirk Schulz 0002 Norman Franchi Nick Schwarzenberg Christian Markwart Rüdiger Halfmann Peter Rost Dirk Wübben Arne Neumann Monique Düngen Thomas Neugebauer Rolf Blunk Mehmet Kus Jan Grießbach 5G as Enabler for Industrie 4.0 Use Cases: Challenges and Concepts. 1401-1408 2018 ETFA https://doi.org/10.1109/ETFA.2018.8502649 conf/etfa/2018 db/conf/etfa/etfa2018.html#GundallSSASFSMH18 Nick Schwarzenberg Albrecht Wolf Norman Franchi Gerhard P. Fettweis Quantifying the Gain of Multi-Connectivity in Wireless LAN. 16-20 2018 EuCNC https://doi.org/10.1109/EuCNC.2018.8442457 conf/eucnc/2018 db/conf/eucnc/eucnc2018.html#SchwarzenbergWF18 Waqar Anwar Kedar Kulkarni Thomas R. Augustin Norman Franchi Gerhard P. Fettweis PHY Abstraction Techniques for IEEE 802.11p and LTE-V2V: Applications and Analysis. 1-7 2018 GLOBECOM Workshops https://doi.org/10.1109/GLOCOMW.2018.8644470 conf/globecom/2018w db/conf/globecom/globecom2018w.html#AnwarKAFF18 Santiago Soler Perez Olaya Martin Wollschlaeger Dennis Krummacker Christoph Fischer Hans D. Schotten René Guillaume Joachim W. Walewski Norman Franchi Communication Abstraction Supports Network Resource Virtualisation in Automation. 697-702 2018 ISIE https://doi.org/10.1109/ISIE.2018.8433801 conf/isie/2018 db/conf/isie/isie2018.html#OlayaWKFSGWF18 Waqar Anwar Kedar Kulkarni Norman Franchi Gerhard P. Fettweis Physical Layer Abstraction for Ultra-Reliable Communications in 5G Multi-Connectivity Networks. 1-6 2018 PIMRC https://doi.org/10.1109/PIMRC.2018.8580956 conf/pimrc/2018 db/conf/pimrc/pimrc2018.html#AnwarKFF18 Richard Jacob Norman Franchi Gerhard P. Fettweis Hybrid V2X Communications: Multi-RAT as Enabler for Connected Autonomous Driving. 1370-1376 2018 PIMRC https://doi.org/10.1109/PIMRC.2018.8580953 conf/pimrc/2018 db/conf/pimrc/pimrc2018.html#JacobFF18 Marcus Ehrig Markus Petri Vladica Sark Abraham Gebru Tesfay Sergiy Melnyk Hans D. Schotten Waqar Anwar Norman Franchi Gerhard P. Fettweis Nikolaj Marchenko Reliable wireless communication and positioning enabling mobile control and safety applications in industrial environments. 1301-1306 2017 ICIT https://doi.org/10.1109/ICIT.2017.7915551 conf/icit2/2017 db/conf/icit2/icit2017.html#EhrigPSTMSAFFM17 Tom Hößler Lucas Scheuvens Norman Franchi Meryem Simsek Gerhard P. Fettweis Applying reliability theory for future wireless communication networks. 1-7 2017 PIMRC https://doi.org/10.1109/PIMRC.2017.8292773 conf/pimrc/2017 db/conf/pimrc/pimrc2017.html#HoslerSFSF17 Matej Kloc Norman Franchi Markus Gardill Robert Weigel Low latency evaluation of an adaptive industrial wireless communications system for ISM bands. 7-10 2016 WiSNet https://doi.org/10.1109/WISNET.2016.7444307 conf/wisnet/2016 db/conf/wisnet/wisnet2016.html#KlocFGW16 Norman Franchi Matej Kloc Robert Weigel SDR-proved adaptive OFDM guard interval scheme for rapidly varying time-dispersive vehicular broadcast channels. 1-5 2014 WiVeC https://doi.org/10.1109/WIVEC.2014.6953259 conf/wivec/2014 db/conf/wivec/wivec2014.html#FranchiKW14 Norman Franchi Georg Fischer 0001 Robert Weigel Radio hardware in-the-loop emulation for testing vehicular communication systems. 1-4 2013 WiVeC https://doi.org/10.1109/wivec.2013.6698242 conf/wivec/2013 db/conf/wivec/wivec2013.html#FranchiFW13 Kamyar Abedi Bharat Agarwal Abdullah Ahmad Markus Aleksy Ivo Bizon Franco de AlmeidaIvo Bizon Marko S. Andjelkovic Waqar Anwar Ramez Askar Ahmad El Assaad Thomas R. Augustin Anosch Aziz-Koch Bitan Banerjee André Noll BarretoAndré Barreto 0002 Florian R. Beenen Julia Beuster Pradyumna Kumar Bishoyi Roland Bless Oliver Blume Rolf Blunk Carsten Bockelmann Joschua Bogner Roberto César Dias Vilela BomfinRoberto Bomfin Jonas Bönsch Nadia Brahmi Stephan ten Brink Arne Bröring Friedrich Burmeister Renato L. G. Cavalcante Hekma Chaari Pousali Chakraborty Athira J. Cherian Gustavo Costa Gustavo Wagner Oliveira da Costa Alireza Danaee Marco Danger Armin Dekorsy Sourav Dev Anand Dubey Torsten Dudda Monique Düngen Phuong Bich Duong Marcus Ehrig Zied Ennaceur Florian Euchner Samira Faghih-Naini Amina Fellan Felix Fellhauer Gerhard P. Fettweis Jochen Fink Lucas Fink Christoph Fischer Georg Fischer 0001 Frank H. P. Fitzek Tobias Fontius Rick Fritschek Jonas Fuchs Borislava Gajic Markus Gardill Florian Gast Pramesh Gautam Benedikt Geiger Geordie George Wolfgang H. Gerstacker Afsaneh Gharouni Soheyl GherekhlooSoheil Gherekhloo Arturo González 0002 Jan Grießbach Jan-Steffen Gröneweg René Guillaume Carlos Guimarães Michael Gundall Bernd Haberland Mohammad Asif Habibi Christian Häger Negar Hajijalili Rüdiger Halfmann Frank Heisig Thomas Herlitzius Rodrigo Hernangómez Marco Hoffmann Frank Hofmann Matthias Hollick Sandra Hoppe Tom Hößler Ali El Husseini Ralf Irmer Richard Jacob Vahid Jamali Leon JanzenLeon Würsching Sadaf Joodaki Guillaume Jornod Admela Jukan Tobias Jung Joachim Kaiser Prudhvi Kumar Kakani Reem Karaki Michael Karrenbauer Navid Keshtiarast Ladan Khaloopour Muhammad Qurratulain Khan Guenter Klas Matej Kloc Jacob Kochems Stefan Köpsell Johannes Kortz Anton Krause Michael Kreutzer 0001 Dennis Krummacker Kedar Kulkarni Atul Kumar 0005 Christian Künzle Gerald Kunzmann Nandish P. Kuruvatti Mehmet Kus Torsten Labs Friedemann Laue Chu Li Zhongju Li Daniel Lindenschmitt Miguel Lopez Maximilian Lübke Gordana Macher Ali H. Mahdi Jannik Mähn Timo Maiwald Sachinkumar Bavikatti Mallikarjun Simone Mangiante Nikolaj Marchenko Christian Markwart Ana Belen Martinez José Miguel Mateos-Ramos Fidan Mehmeti William Meli Sergiy Melnyk Tobias Meuser Thomas Meyerhoff Marc Miranda Lorenzo Miretti Julian Motzelt Stanislav Mudriievskyi Maciej Mühleisen Kilian Müller Charlotte Muth Thomas Neugebauer Arne Neumann Giang T. Nguyen 0002 Ahmad Nimr Benjamin Nuss Santiago Soler Perez Olaya Alexandros Palaios Vedhas Pandit Sanket Partani Mohammad Parvini Bastian Perner Sebastian Peters Markus Petri Marina Petrova Florian Petry Christof Pfannenmüller Rastin Pries Florian Raskob Faizan Rauf Torsten ReisslandTorsten Reißland Philipp Reitz Philipp Rosemann Peter Rost Stefan Roth 0004 Elke Roth-Mandutz Tim Ruhland Vladica Sark Rafael F. Schaefer Lucas Scheuvens Steffen Schieler Laurent Schmalen Anke Schmeink Eva Julia Schmitt Jörg Schneider 0002 Peter Schneider 0001 Anton Schösser Hans D. Schotten Gerhard Schreiber Albert-Marcel Schrotz Dirk Schulz 0002 Philipp Schulz Dominic A. Schupke Armin Schuster Nick Schwarzenberg Maximilian Seidler Zahra Seifaei Sebastian Semper Sadra Seyedmasoumian Aydin Sezgin Sina Shafaei Nikita Shanin Victor Shatov Meryem Simsek Alexander Spielberger Christian Spinnler Lucas Spitzkopf Dirk Stachorra Slawomir Stanczak Katharina Stich Stephanie Strassner Benjamin Striller Thorsten Strufe Henning Stubbe Yanpeng Su Abraham Gebru Tesfay Reiner S. Thomä Andreas Tobola Andreas Traßl Peter Ulbrich Adela Vagollari Nazanin Vatanian Tobias Veihelmann Andrés Villamil Andra M. Voicu Paul Vossiek Peter Wägemann Joachim W. Walewski Bernhard Wegmann Johannes Weidner Robert Weigel Thomas Welsch Christian Wietfeld Lara Wimmer Albrecht Wolf Martin Wollschlaeger Dirk Wübben Henk Wymeersch Xianshi Zeng Christian T. Zenger Guojin Zhang Jiajing Zhang Mengyu Zhang