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2020 – today
- 2024
[j6]Rodrigo Hernangómez, Alexandros Palaios, Cara Watermann, Daniel Schäufele, Philipp Geuer, Rafail Ismayilov, Mohammad Parvini
, Anton Krause, Martin Kasparick, Thomas Neugebauer, Oscar Dario Ramos-Cantor, Hugues Tchouankem, Jose Leon Calvo, Bo Chen, Gerhard P. Fettweis, Slawomir Stanczak:
Toward an AI-Enabled Connected Industry: AGV Communication and Sensor Measurement Datasets. IEEE Commun. Mag. 62(4): 90-95 (2024)- [i6]Noor Ul Ain, Rodrigo Hernangómez, Alexandros Palaios, Martin Kasparick, Slawomir Stanczak:
QoS prediction in radio vehicular environments via prior user information. CoRR abs/2402.17689 (2024) - [i5]Erciyes Karakaya, Özgür Erçetin, Huseyin Ozkan, Mehmet Karaca, Elham Dehghan Biyar, Alexandros Palaios:
Online Learning for Autonomous Management of Intent-based 6G Networks. CoRR abs/2407.17767 (2024) - 2023
- [j5]Alexandros Palaios, Christian L. Vielhaus, Daniel Fabian Külzer, Cara Watermann, Rodrigo Hernangómez, Sanket Partani, Philipp Geuer, Anton Krause, Raja Sattiraju, Martin Kasparick, Gerhard P. Fettweis, Frank H. P. Fitzek, Hans D. Schotten, Slawomir Stanczak:
Machine Learning for QoS Prediction in Vehicular Communication: Challenges and Solution Approaches. IEEE Access 11: 92459-92477 (2023) - [j4]Ricardo Blasco, Guido Carlo Ferrante, Cara Watermann, Alexandros Palaios:
Predictive Quality of Service in Cellular Networks: Challenges, Framework, and Application in Vehicular Communications. IEEE Commun. Mag. 61(3): 44-49 (2023) - [j3]Henrik Rydén, Hamed Farhadi, Alexandros Palaios, László Hévizi, David Sandberg, Tor Kvernvik:
Next Generation Mobile Networks' Enablers: Machine Learning-Assisted Mobility, Traffic, and Radio Channel Prediction. IEEE Commun. Mag. 61(10): 94-98 (2023) - [c36]Friedrich Burmeister, Alexandros Palaios, Philipp Geuer, Anton Krause, Richard Jacob, Philipp Schulz, Gerhard P. Fettweis:
Deep Learning-Supported Kriging for Interpolation of High-Resolution Indoor REMs. EuCNC/6G Summit 2023: 54-59 - [c35]Cara Watermann, Philipp Geuer, Henning Wiemann, Roman Zhohov, Alexandros Palaios:
Towards a 3GPP Network-based Framework for Improving Service Assurance and Load Balancing. EuCNC/6G Summit 2023: 430-435 - [c34]Rodrigo Hernangómez, Philipp Geuer, Alexandros Palaios, Daniel Schäufele, Cara Watermann, Khawla Taleb-Bouhemadi, Mohammad Parvini, Anton Krause, Sanket Partani, Christian Vielhaus, Martin Kasparick, Daniel Fabian Külzer, Friedrich Burmeister, Frank H. P. Fitzek, Hans D. Schotten, Gerhard P. Fettweis, Slawomir Stanczak:
Berlin V2X: A Machine Learning Dataset from Multiple Vehicles and Radio Access Technologies. VTC2023-Spring 2023: 1-5 - [c33]Philipp Geuer, Alexandros Palaios, Roman Zhohov:
Cell- and Area-based ML Models: Unlocking High Precision Models for Radio Access Networks. WCNC 2023: 1-6 - [d2]Rodrigo Hernangómez, Philipp Geuer, Alexandros Palaios, Daniel Schäufele, Cara Watermann, Khawla Taleb-Bouhemadi, Mohammad Parvini, Anton Krause, Sanket Partani, Christian Vielhaus, Martin Kasparick, Daniel Fabian Külzer, Friedrich Burmeister, Slawomir Stanczak, Gerhard P. Fettweis, Hans D. Schotten, Frank H. P. Fitzek:
Berlin V2X. IEEE DataPort, 2023
- [d1]Rodrigo Hernangómez, Alexandros Palaios, Cara Watermann, Daniel Schäufele, Philipp Geuer, Rafail Ismayilov, Mohammad Parvini, Anton Krause, Martin Kasparick, Thomas Neugebauer, Oscar Dario Ramos-Cantor, Hugues Tchouankem, Jose Leon Calvo, Bo Chen, Slawomir Stanczak, Gerhard P. Fettweis:
AI4Mobile Industrial Wireless Datasets: iV2V and iV2I+. IEEE DataPort, 2023 - [i4]Rodrigo Hernangómez, Alexandros Palaios, Cara Watermann, Daniel Schäufele, Philipp Geuer, Rafail Ismayilov, Mohammad Parvini, Anton Krause, Martin Kasparick, Thomas Neugebauer, Oscar Dario Ramos-Cantor, Hugues Tchouankem, Jose Leon Calvo, Bo Chen, Slawomir Stanczak, Gerhard P. Fettweis:
Towards an AI-enabled Connected Industry: AGV Communication and Sensor Measurement Datasets. CoRR abs/2301.03364 (2023) - [i3]Alexandros Palaios, Christian L. Vielhaus, Daniel Fabian Külzer, Cara Watermann, Rodrigo Hernangómez, Sanket Partani, Philipp Geuer, Anton Krause, Raja Sattiraju, Martin Kasparick, Gerhard P. Fettweis, Frank H. P. Fitzek, Hans D. Schotten, Slawomir Stanczak:
The Story of QoS Prediction in Vehicular Communication: From Radio Environment Statistics to Network-Access Throughput Prediction. CoRR abs/2302.11966 (2023) - 2022
- [c32]Rodrigo Hernangómez, Alexandros Palaios, Gayathri Guruvayoorappan, Martin Kasparick, Noor Ul Ain, Slawomir Stanczak:
Online QoS estimation for vehicular radio environments. EUSIPCO 2022: 1701-1705 - [c31]Christian L. Vielhaus, Johannes V. S. Busch, Philipp Geuer, Alexandros Palaios, Justus Rischke, Daniel Fabian Külzer, Vincent Latzko, Frank H. P. Fitzek:
Handover Predictions as an Enabler for Anticipatory Service Adaptations in Next-Generation Cellular Networks. MobiWac 2022: 19-27 - [c30]László Hévizi, Alexandros Palaios:
Automatic RRC Reconfigurations Based on User Mobility Patterns. NOMS 2022: 1-5 - [i2]Henrik Rydén, Alexandros Palaios, László Hévizi, David Sandberg, Tor Kvernvik, Hamed Farhadi:
Mobility, traffic and radio channel prediction: 5G and beyond applications. CoRR abs/2203.08047 (2022) - [i1]Rodrigo Hernangómez, Philipp Geuer, Alexandros Palaios, Daniel Schäufele, Cara Watermann, Khawla Taleb-Bouhemadi, Mohammad Parvini, Anton Krause, Sanket Partani, Christian Vielhaus, Martin Kasparick, Daniel Fabian Külzer, Friedrich Burmeister, Slawomir Stanczak, Gerhard P. Fettweis, Hans D. Schotten, Frank H. P. Fitzek:
Berlin V2X: A Machine Learning Dataset from Multiple Vehicles and Radio Access Technologies. CoRR abs/2212.10343 (2022) - 2021
- [c29]Alexandros Palaios, Christian Vielhaus, Daniel Fabian Külzer, Philipp Geuer, Raja Sattiraju, Jochen Fink, Martin Kasparick, Cara Watermann, Gerhard P. Fettweis, Frank H. P. Fitzek, Hans D. Schotten, Slawomir Stanczak:
Effect of Spatial, Temporal and Network Features on Uplink and Downlink Throughput Prediction. 5GWF 2021: 418-423 - [c28]Roman Zhohov, Alexandros Palaios, Philipp Geuer:
One Step Further: Tunable and Explainable Throughput Prediction based on Large-scale Commercial Networks. 5GWF 2021: 430-435 - [c27]Alexandros Palaios, Philipp Geuer, Jochen Fink, Daniel Fabian Külzer, Fabian Göttsch, Martin Kasparick, Daniel Schäufele, Rodrigo Hernangómez, Sanket Partani, Raja Sattiraju, Atul Kumar, Friedrich Burmeister, Andreas Weinand, Christian Vielhaus, Frank H. P. Fitzek, Gerhard P. Fettweis, Hans D. Schotten, Slawomir Stanczak:
Network under Control: Multi-Vehicle E2E Measurements for AI-based QoS Prediction. PIMRC 2021: 1432-1438 - [c26]Roman Zhohov, Alexandros Palaios, Philipp Geuer:
Learning from large-scale commercial networks: challenges and knowledge extraction towards machine learning use cases. 5G-MeMZ@SIGCOMM 2021: 14-19 - [c25]Daniel Fabian Külzer, Martin Kasparick, Alexandros Palaios, Raja Sattiraju, Oscar Dario Ramos-Cantor, Dennis Wieruch, Hugues Tchouankem, Fabian Göttsch, Philipp Geuer, Jens Schwardmann, Gerhard P. Fettweis, Hans D. Schotten, Slawomir Stanczak:
AI4Mobile: Use Cases and Challenges of AI-based QoS Prediction for High-Mobility Scenarios. VTC Spring 2021: 1-7 - [c24]Roman Zhohov, Alexandros Palaios, Henrik Rydén, Reza Moosavi, Joel Berglund:
Reducing Latency: Improving Handover Procedure Using Machine Learning. VTC Spring 2021: 1-5
2010 – 2019
- 2018
- [j2]Alexandros Palaios, Vanya M. Miteva, Petri Mähönen:
Contemporary Study of Radio Noise Characteristics in Diverse Environments. IEEE Access 6: 25621-25631 (2018) - 2017
- [j1]Alexandros Palaios, Janne Riihijärvi, Oliver Holland, Petri Mähönen:
Detailed Measurement Study of Spatial Similarity in Spectrum Use in Dense Urban Environments. IEEE Trans. Veh. Technol. 66(10): 8951-8963 (2017) - 2016
- [c23]Alexandros Palaios, Vanya M. Miteva, Janne Riihijärvi, Petri Mähönen:
Understanding Current Background Noise Characteristics: Frequency and Time Domain Measurements of Noise on Multiple Locations. CrownCom 2016: 448-461 - [c22]Alexandros Palaios, Masih Nilforoushan, Petri Mähönen:
Understanding European forest radio propagation dynamics with in and out of forest transmitters. MILCOM 2016: 705-710 - [c21]Alexandros Palaios, Kushwah Nagendra Singh, Petri Mähönen:
Propagation models for users crossing forest areas in central European forest environments. MILCOM 2016: 723-728 - [c20]Alexandros Palaios, Vanya M. Miteva, Janne Riihijärvi, Petri Mähönen:
When the whispers become noise: A contemporary look at radio noise levels. WCNC 2016: 1-7 - [c19]Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen:
Measurement-based study on the influence of localization errors on estimated shadow correlations. WoWMoM 2016: 1-6 - 2015
- [c18]Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen:
A measurement-based study on the use of spatial interpolation for propagation estimation. ICC 2015: 2715-2720 - [c17]Alexandros Palaios, Janne Riihijärvi, Petri Mähönen, Vladimir Atanasovski, Liljana Gavrilovska, Peter Van Wesemael, Antoine Dejonghe, Peter Scheele:
On the time dynamics of commercial networks with comparable data sets across europe. WCNC Workshops 2015: 223-228 - [c16]Alexandros Palaios, Hauke Dose, Janne Riihijärvi, Petri Mähönen:
An experimental study on the statistical properties of radio environment noise. WOWMOM 2015: 1-6 - [c15]Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen:
A software tool for coverage planning through different applications of optimal spatial interpolation. WOWMOM 2015: 1-3 - 2014
- [c14]Alexandros Palaios, Maria Michalopoulou, Janne Riihijärvi, Petri Mähönen:
When primary users whisper: A preliminary analysis on correlations of population-traffic dynamics. CrownCom 2014: 19-25 - [c13]Alexandros Palaios, Janne Riihijärvi, Petri Mähönen:
From Paris to London: Comparative analysis of licensed spectrum use in two European metropolises. DySPAN 2014: 48-59 - [c12]Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen:
Impact of the path loss model on the spatial structure of shadow fading. ICC 2014: 5871-5877 - [c11]Alexandros Palaios, Yann Labou, Petri Mähönen:
A Study on the Forest Radio Propagation Characteristics in European Mixed Forest Environment. MILCOM 2014: 376-381 - [c10]Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen:
On the Study of Shadow Correlations of Two Radio Frequencies in an Urban Environment. MILCOM 2014: 399-404 - [c9]Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen:
Slicing the shadowing uncertainty: A measurement-based critical study of spatially correlated Gaussian models of shadow fading. PIMRC 2014: 177-182 - [c8]Alexandros Palaios, Sathishkumar Jagadeesan, Nikos Perpinias, Janne Riihijärvi, Petri Mähönen:
Studying and mitigating the impact of GPS localization error on radio environment map construction. PIMRC 2014: 258-263 - 2013
- [c7]Alexandros Palaios, Janne Riihijärvi, Petri Mähönen, Vladimir Atanasovski, Liljana Gavrilovska, Peter Van Wesemael, Antoine Dejonghe, Peter Scheele:
Two days of European spectrum: Preliminary analysis of concurrent spectrum use in seven European sites in GSM and ISM bands. ICC 2013: 2666-2671 - [c6]Alexandros Palaios, Janne Riihijärvi, Oliver Holland, Petri Mähönen:
A week in London: Spectrum usage in metropolitan London. PIMRC 2013: 2522-2527 - [c5]Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen:
Measurements of Shadow Correlations in a Suburban Environment on the 485 MHz Band. VTC Fall 2013: 1-6 - [c4]Alexandros Palaios, Janne Riihijärvi, Petri Mähönen, Peter Van Wesemael, Mattias Desmet, Antoine Dejonghe:
Performance evaluation of single-chip spectrum sensing platform for portable spectrum measurements. WOWMOM 2013: 1-6 - 2012
- [c3]Alexandros Palaios, Janne Riihijärvi, Petri Mähönen, Vladimir Atanasovski, Liljana Gavrilovska, Peter Van Wesemael, Antoine Dejonghe, Peter Scheele:
Two days of spectrum use in Europe. CrownCom 2012: 24-29 - [c2]Alexandros Palaios, Janne Riihijärvi, Oliver Holland, Andreas Achtzehn, Petri Mähönen:
Measurements of spectrum use in London: Exploratory data analysis and study of temporal, spatial and frequency-domain dynamics. DySPAN 2012: 154-165 - [c1]Alexandros Palaios, Petri Mähönen, Janne Riihijärvi:
Shadow fading correlations with compressive sensing: Prediction accuracy. ICC 2012: 4872-4877
Coauthor Index
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