Alexandros Palaios

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 30

Top Topics

Spatial Interpolation

Measurement Data

Top Venues

IEEE Commun. Mag.

Publications

Erciyes Karakaya, Özgür Erçetin, Huseyin Ozkan, Mehmet Karaca, Elham Dehghan Biyar, Alexandros Palaios
Online Learning for Autonomous Management of Intent-based 6G Networks. CoRR (2024)
Noor Ul Ain, Rodrigo Hernangómez, Alexandros Palaios, Martin Kasparick, Slawomir Stanczak
QoS prediction in radio vehicular environments via prior user information. CoRR (2024)
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) (2024)
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)
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)
Rodrigo Hernangómez, Philipp Geuer, Alexandros Palaios, Daniel Schäufele, Cara Watermann, Khawla Taleb-Bouhemadi, Mohammad Parvini, Anton Krause, Sanket Partani, Christian Vielhaus, Martin Kasparick, Daniel F. 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)
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 (2023)
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 (2023)
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) (2023)
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) (2023)
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 (2023)
Philipp Geuer, Alexandros Palaios, Roman Zhohov
Cell- and Area-based ML Models: Unlocking High Precision Models for Radio Access Networks. WCNC (2023)
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 (2022)
László Hévizi, Alexandros Palaios
Automatic RRC Reconfigurations Based on User Mobility Patterns. NOMS (2022)
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)
Henrik Rydén, Alexandros Palaios, László Hévizi, David Sandberg, Tor Kvernvik, Hamed Farhadi
Mobility, traffic and radio channel prediction: 5G and beyond applications. CoRR (2022)
Rodrigo Hernangómez, Alexandros Palaios, Gayathri Guruvayoorappan, Martin Kasparick, Noor Ul Ain, Slawomir Stanczak
Online QoS estimation for vehicular radio environments. EUSIPCO (2022)
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)
Roman Zhohov, Alexandros Palaios, Philipp Geuer
One Step Further: Tunable and Explainable Throughput Prediction based on Large-scale Commercial Networks. 5GWF (2021)
Roman Zhohov, Alexandros Palaios, Henrik Rydén, Reza Moosavi, Joel Berglund
Reducing Latency: Improving Handover Procedure Using Machine Learning. VTC Spring (2021)
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)
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)
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)
Alexandros Palaios, Vanya M. Miteva, Petri Mähönen
Contemporary Study of Radio Noise Characteristics in Diverse Environments. IEEE Access 6 (2018)
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) (2017)
Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
Measurement-based study on the influence of localization errors on estimated shadow correlations. WoWMoM (2016)
Alexandros Palaios, Vanya M. Miteva, Janne Riihijärvi, Petri Mähönen
When the whispers become noise: A contemporary look at radio noise levels. WCNC (2016)
Alexandros Palaios, Kushwah Nagendra Singh, Petri Mähönen
Propagation models for users crossing forest areas in central European forest environments. MILCOM (2016)
Alexandros Palaios, Masih Nilforoushan, Petri Mähönen
Understanding European forest radio propagation dynamics with in and out of forest transmitters. MILCOM (2016)
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)
Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
A measurement-based study on the use of spatial interpolation for propagation estimation. ICC (2015)
Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
A software tool for coverage planning through different applications of optimal spatial interpolation. WOWMOM (2015)
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)
Alexandros Palaios, Hauke Dose, Janne Riihijärvi, Petri Mähönen
An experimental study on the statistical properties of radio environment noise. WOWMOM (2015)
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)
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)
Alexandros Palaios, Maria Michalopoulou, Janne Riihijärvi, Petri Mähönen
When primary users whisper: A preliminary analysis on correlations of population-traffic dynamics. CrownCom (2014)
Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
From Paris to London: Comparative analysis of licensed spectrum use in two European metropolises. DySPAN (2014)
Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
On the Study of Shadow Correlations of Two Radio Frequencies in an Urban Environment. MILCOM (2014)
Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
Impact of the path loss model on the spatial structure of shadow fading. ICC (2014)
Alexandros Palaios, Yann Labou, Petri Mähönen
A Study on the Forest Radio Propagation Characteristics in European Mixed Forest Environment. MILCOM (2014)
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)
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)
Alexandros Palaios, Janne Riihijärvi, Oliver Holland, Petri Mähönen
A week in London: Spectrum usage in metropolitan London. PIMRC (2013)
Nikos Perpinias, Alexandros Palaios, Janne Riihijärvi, Petri Mähönen
Measurements of Shadow Correlations in a Suburban Environment on the 485 MHz Band. VTC Fall (2013)
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)
Alexandros Palaios, Petri Mähönen, Janne Riihijärvi
Shadow fading correlations with compressive sensing: Prediction accuracy. ICC (2012)
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)