Transform-Invariant Generative Ray Path Sampling for Efficient Radio Propagation Modeling.

Vittorio Degli-Esposti University of Bologna, Italy https://orcid.org/0000-0001-6589-8243 https://www.wikidata.org/entity/Q101158531 https://ieeexplore.ieee.org/author/38272528400

Jérome Eertmans Enrico Maria Vitucci Vittorio Degli-Esposti Nicola Di Cicco Laurent Jacques Claude Oestges Transform-Invariant Generative Ray Path Sampling for Efficient Radio Propagation Modeling. 2026 March abs/2603.01655 CoRR https://doi.org/10.48550/arXiv.2603.01655 db/journals/corr/corr2603.html#abs-2603-01655 streams/journals/corr

Zhiqiang Yuan Jianhua Zhang 0001 Vittorio Degli-Esposti Yuxiang Zhang 0002 Wei Fan 0003 Efficient Ray-Tracing Simulation for Near-Field Spatial Non-Stationary mmWave Massive MIMO Channel and Its Experimental Validation. 8910-8923 2024 August 23 IEEE Trans. Wirel. Commun. 8 https://doi.org/10.1109/TWC.2024.3357071 https://www.wikidata.org/entity/Q129165457 db/journals/twc/twc23.html#YuanZDZF24 streams/journals/twc

Mohammad Hossein Zadeh Marina Barbiroli Vittorio Degli-Esposti Enrico Maria Vitucci Franco Fuschini Line of Sight Detection in Industrial Environment: A Machine Learning Approach. 161-166 2024 MeditCom https://doi.org/10.1109/MeditCom61057.2024.10621119 conf/meditcom/2024 db/conf/meditcom/meditcom2024.html#ZadehBDVF24 streams/conf/meditcom

Jérome Eertmans Enrico Maria Vittuci Vittorio Degli-Esposti Laurent Jacques Claude Oestges Comparing Differentiable and Dynamic Ray Tracing: Introducing the Multipath Lifetime Map. 2024 abs/2410.14535 CoRR https://doi.org/10.48550/arXiv.2410.14535 db/journals/corr/corr2410.html#abs-2410-14535 streams/journals/corr

Jérome Eertmans Nicola Di Cicco Claude Oestges Laurent Jacques Enrico M. Vittuci Vittorio Degli-Esposti Towards Generative Ray Path Sampling for Faster Point-to-Point Ray Tracing. 2024 abs/2410.23773 CoRR https://doi.org/10.48550/arXiv.2410.23773 db/journals/corr/corr2410.html#abs-2410-23773 streams/journals/corr

Marco Skocaj Nicola Di Cicco Tommaso Zugno Mate Boban Jiri Blumenstein Ales Prokes Tomas Mikulasek Josef Vychodil Konstantin Mikhaylov Massimo Tornatore Vittorio Degli-Esposti Vehicle-to-Everything (V2X) Datasets for Machine Learning-Based Predictive Quality of Service. 106-112 2023 61 IEEE Commun. Mag. 9 https://doi.org/10.1109/MCOM.004.2200723 db/journals/cm/cm61.html#SkocajCZBBPMVMT23

Mate Boban Vittorio Degli-Esposti White Paper on Radio Channel Modeling and Prediction to Support Future Environment-aware Wireless Communication Systems. 2023 abs/2309.17088 CoRR https://doi.org/10.48550/arXiv.2309.17088 db/journals/corr/corr2309.html#abs-2309-17088

Maximilian James Arpaio Enrico Maria Vitucci Marina Barbiroli Vittorio Degli-Esposti Diego Masotti Franco Fuschini A Multi-Frequency Investigation of Air-to-Ground Urban Propagation Using a GPU-Based Ray Launching Algorithm. 54407-54419 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3070832 db/journals/access/access9.html#ArpaioVBDMF21

Vittorio Degli-Esposti Franco Fuschini Henry L. Bertoni Reiner S. Thomä Thomas Kürner Xuefeng Yin Ke Guan IEEE Access Special Section Editorial: Millimeter-Wave and Terahertz Propagation, Channel Modeling, and Applications. 67660-67666 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3076326 db/journals/access/access9.html#Degli-EspostiFB21

Vasilii Semkin Enrico Maria Vitucci Franco Fuschini Marina Barbiroli Vittorio Degli-Esposti Claude Oestges Characterizing the UAV-to-Machine UWB Radio Channel in Smart Factories. 76542-76550 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3082312 db/journals/access/access9.html#SemkinVFBDO21

Franco Fuschini Marina Barbiroli Enrico Maria Vitucci Vasilii Semkin Claude Oestges Bruno Strano Vittorio Degli-Esposti An UAV-Based Experimental Setup for Propagation Characterization in Urban Environment. 1-11 2021 70 IEEE Trans. Instrum. Meas. https://doi.org/10.1109/TIM.2021.3104401 db/journals/tim/tim70.html#FuschiniBVSOSD21

Franco Fuschini Marina Barbiroli Enrico Maria Vitucci Vasilii Semkin Claude Oestges Vittorio Degli-Esposti An UAV-based Experimental Setup for Propagation Characterization in Urban Environment. 2021 abs/2103.11901 CoRR https://arxiv.org/abs/2103.11901 db/journals/corr/corr2103.html#abs-2103-11901

Vasilii Semkin Enrico Maria Vitucci Franco Fuschini Marina Barbiroli Vittorio Degli-Esposti Claude Oestges Characterizing the UAV-to-Machine UWB Radio Channel in Smart Factories. 2021 abs/2104.09629 CoRR https://arxiv.org/abs/2104.09629 db/journals/corr/corr2104.html#abs-2104-09629

Vittorio Degli-Esposti Enrico Maria Vitucci Marco Di Renzo Sergei A. Tretyakov Reradiation and Scattering from a Reconfigurable Intelligent Surface: A General Macroscopic Model. 2021 abs/2107.12773 CoRR https://arxiv.org/abs/2107.12773 db/journals/corr/corr2107.html#abs-2107-12773

Denis Bilibashi Enrico Maria Vitucci Vittorio Degli-Esposti Andrea Giorgetti An Energy-Efficient Unselfish Spectrum Leasing Scheme for Cognitive Radio Networks. 6161 2020 20 Sensors 21 https://doi.org/10.3390/s20216161 https://www.wikidata.org/entity/Q101158535 db/journals/sensors/sensors20.html#BilibashiVDG20

Maximilian James Arpaio Enrico Maria Vitucci Marina Barbiroli Vittorio Degli-Esposti Diego Masotti Franco Fuschini Narrowband Characteristics of Air-to-Ground Propagation for UAV Assisted Networks in Urban Environments By Means of Fast Ray-Launching Simulations. 1-5 2020 VTC Spring https://doi.org/10.1109/VTC2020-Spring48590.2020.9129409 conf/vtc/2020s db/conf/vtc/vtc2020s.html#ArpaioVBDMF20 Enrico Maria Vitucci Marco Zoli Franco Fuschini Marina Barbiroli Vittorio Degli-Esposti Ke Guan Bile Peng Thomas Kuerner Tri-Band Mm-wave Directional Channel Measurements in Indoor Environment. 205-209 2018 PIMRC https://doi.org/10.1109/PIMRC.2018.8580770 conf/pimrc/2018 db/conf/pimrc/pimrc2018.html#VitucciZFBDGPK18

Vittorio Degli-Esposti Enrico Maria Vitucci R. Martin A Simple and Versatile Field Prediction Model for Indoor and Indoor-to-Outdoor Propagation. 13270-13276 2017 5 IEEE Access https://doi.org/10.1109/ACCESS.2017.2715119 db/journals/access/access5.html#Degli-EspostiVM17

Vittorio Degli-Esposti Marco Zoli Enrico Maria Vitucci Franco Fuschini Marina Barbiroli Jiajing Chen A Method for the Electromagnetic Characterization of Construction Materials Based on Fabry-Pérot Resonance. 24938-24943 2017 5 IEEE Access https://doi.org/10.1109/ACCESS.2017.2767278 db/journals/access/access5.html#Degli-EspostiZV17

Franco Fuschini Vittorio Degli-Esposti Zhengqing Yun Toward Ubiquitous Real-Time Radio Propagation Modeling: The Exploitation of Cyber Resources, GPU and Fast and Accurate EM Algorithms. 5474-5476 2016 4 IEEE Access https://doi.org/10.1109/ACCESS.2016.2552902 db/journals/access/access4.html#FuschiniDY16

Franco Fuschini Stephan Häfner Marco Zoli Robert Müller 0003 Enrico Maria Vitucci Diego A. Dupleich Marina Barbiroli Jian Luo 0001 Egon Schulz Vittorio Degli-Esposti Reiner S. Thomä Item level characterization of mm-wave indoor propagation. 4 2016 2016 EURASIP J. Wirel. Commun. Netw. https://doi.org/10.1186/s13638-015-0502-3 https://www.wikidata.org/entity/Q59470601 db/journals/ejwcn/ejwcn2016.html#FuschiniHZMVDBL16

Marco Govoni Francesco Guidi Enrico Maria Vitucci Vittorio Degli-Esposti Giovanni Tartarini Davide Dardari Ultra-wide bandwidth systems for the surveillance of railway crossing Areas. 117-123 2015 53 IEEE Commun. Mag. 10 https://doi.org/10.1109/MCOM.2015.7295472 db/journals/cm/cm53.html#GovoniGVDTD15

Vittorio Degli-Esposti Franco Fuschini Enrico Maria Vitucci Marina Barbiroli Marco Zoli Li Tian Xuefeng Yin Diego A. Dupleich Robert Müller 0003 Christian Schneider 0003 Reiner S. Thomä Ray-Tracing-Based mm-Wave Beamforming Assessment. 1314-1325 2014 2 IEEE Access https://doi.org/10.1109/ACCESS.2014.2365991 db/journals/access/access2.html#Degli-EspostiFVBZTYDMST14

Li Tian Vittorio Degli-Esposti Enrico Maria Vitucci Xuefeng Yin Francesco Mani Stan X. Lu Semi-deterministic modeling of diffuse scattering component based on propagation graph theory. 155-160 2014 PIMRC https://doi.org/10.1109/PIMRC.2014.7136151 conf/pimrc/2014 db/conf/pimrc/pimrc2014.html#TianDVYML14

Giovanni Tartarini Marina Barbiroli Franco Fuschini Vittorio Degli-Esposti Diego Masotti Consolidating the Electromagnetic Education of Graduate Students Through an Integrated Course. 416-423 2013 56 IEEE Trans. Educ. 4 https://doi.org/10.1109/TE.2013.2247762 db/journals/te/te56.html#TartariniBFDM13

Enrico Maria Vitucci Vittorio Degli-Esposti Leo Capriotti Ray tracing to predict insolation in urban environment. 5848-5851 2012 IGARSS https://doi.org/10.1109/IGARSS.2012.6352279 conf/igarss/2012 db/conf/igarss/igarss2012.html#VitucciDC12 Enrico Maria Vitucci Franco Fuschini Vittorio Degli-Esposti L. Tarlazzi Study of indoor radio coverage solutions based on Interleaved-MIMO DAS. 1-6 2012 ISSSE https://doi.org/10.1109/ISSSE.2012.6374343 conf/issse2/2012 db/conf/issse2/issse2012.html#VitucciFDT12 Enrico Maria Vitucci Francesco Mani Vittorio Degli-Esposti Claude Oestges A Study on Polarimetric Properties of Scattering from Building Walls. 1-5 2010 VTC Fall https://doi.org/10.1109/VETECF.2010.5594352 conf/vtc/2010f db/conf/vtc/vtc2010f.html#VitucciMDO10

Peter Almers Ernst Bonek Alister G. Burr Nicolai Czink Mérouane Debbah Vittorio Degli-Esposti Helmut Hofstetter Pekka Kyösti David I. Laurenson Gerald Matz Andreas F. Molisch Claude Oestges Hüseyin Özcelik Survey of Channel and Radio Propagation Models for Wireless MIMO Systems. 2007 2007 EURASIP J. Wirel. Commun. Netw. https://doi.org/10.1155/2007/19070 https://www.wikidata.org/entity/Q59215299 db/journals/ejwcn/ejwcn2007.html#AlmersBBCDDHKLMMOO07

Vittorio Degli-Esposti Guido Riva Nicola Binucci Derivation of antenna pattern shaping criteria for urban base stations using ray tracing. 1686-1688 2003 52 IEEE Trans. Veh. Technol. 6 https://doi.org/10.1109/TVT.2003.816623 db/journals/tvt/tvt52.html#Degli-EspostiRB03

Marina Barbiroli Claudia Carciofi Vittorio Degli-Esposti Gabriele Falciasecca Evaluation of exposure levels generated by cellular systems: methodology and results. 1322-1329 2002 51 IEEE Trans. Veh. Technol. 6 https://doi.org/10.1109/TVT.2002.804854 db/journals/tvt/tvt51.html#BarbiroliCDF02

Marina Barbiroli Vittorio Degli-Esposti Paolo Grazioso Extraction of a Simplified Model for Street Corner Loss in Microcells from Ray-Tracing Simulation. 225-237 2000 12 Wirel. Pers. Commun. 3 https://doi.org/10.1023/A:1008854716874 db/journals/wpc/wpc12.html#BarbiroliDG00

Vittorio Degli-Esposti Gabriele Falciasecca Mario Frullone Guido Riva Narrowband characterization of 60 GHz radio propagation in indoor environment. 123-129 1997 52 Ann. des Télécommunications 3-4 https://doi.org/10.1007/BF02996035 db/journals/adt/adt52.html#Degli-EspostiFFR97

Giovanni Emanuele Corazza Vittorio Degli-Esposti Mario Frullone Guido Riva A Characterization of Indoor Space and Frequency Diversity by Ray-Tracing Modeling. 411-419 1996 14 IEEE J. Sel. Areas Commun. 3 db/journals/jsac/jsac14.html#CorazzaDFR96 https://doi.org/10.1109/49.490226

Giovanni Emanuele Corazza Vittorio Degli-Esposti Mario Frullone Cristiano Passerini Guido Riva Performance evaluation of space diversity in indoor communications using a ray-tracing propagation model. 408-413 1995 PIMRC https://doi.org/10.1109/PIMRC.1995.480901 conf/pimrc/1995 db/conf/pimrc/pimrc1995.html#CorazzaDFPR95

Giovanni Emanuele Corazza Vittorio Degli-Esposti Code acquisition in DS-SSMA systems in the presence of multiple access interference and data modulation. 27-38 1994 5 Eur. Trans. Telecommun. 1 https://doi.org/10.1002/ett.4460050109 db/journals/ett/ett5.html#CorazzaD94

Peter Almers Maximilian James Arpaio Marina Barbiroli Henry L. Bertoni Denis Bilibashi Nicola Binucci Jiri Blumenstein Mate Boban Ernst Bonek Alister BurrAlister G. Burr Leo Capriotti Claudia Carciofi Jiajing Chen Nicola Di Cicco Giovanni Emanuele Corazza Nicolai Czink Davide Dardari Mérouane Debbah Diego A. Dupleich Jérome Eertmans Gabriele Falciasecca Wei Fan 0003 Mario Frullone Franco Fuschini Andrea Giorgetti Marco Govoni Paolo Grazioso Ke Guan Francesco Guidi Stephan HafnerStephan Häfner Helmut Hofstetter Laurent Jacques Thomas KürnerThomas Kuerner Pekka Kyösti David I. Laurenson Stan X. Lu Jian Luo 0001 Francesco Mani R. Martin Diego Masotti Gerald Matz Konstantin Mikhaylov Tomás MikulásekTomas Mikulasek Andreas F. Molisch Robert Müller 0003 Claude Oestges Huseyin OzcelikHüseyin Özcelik Cristiano Passerini Bile Peng Ales Prokes Marco Di Renzo Guido Riva Christian Schneider 0003 Egon Schulz Vasilii Semkin Marco Skocaj Bruno Strano L. Tarlazzi Giovanni Tartarini Reiner S. Thomä Li Tian Massimo Tornatore Sergei A. Tretyakov Enrico M. Vittuci Enrico Maria Vittuci Enrico Maria Vitucci Josef Vychodil Xuefeng Yin Zhiqiang Yuan Zhengqing Yun Mohammad Hossein Zadeh Jianhua Zhang 0001 Yuxiang Zhang 0002 Marco Zoli Tommaso Zugno