Alexandros Palaios

Orcid: 0000-0002-7116-1739

According to our database1, Alexandros Palaios authored at least 49 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Toward an AI-Enabled Connected Industry: AGV Communication and Sensor Measurement Datasets.
IEEE Commun. Mag., April, 2024

Online Learning for Autonomous Management of Intent-based 6G Networks.
CoRR, 2024

QoS prediction in radio vehicular environments via prior user information.
CoRR, 2024

2023
Next Generation Mobile Networks' Enablers: Machine Learning-Assisted Mobility, Traffic, and Radio Channel Prediction.
IEEE Commun. Mag., October, 2023

Predictive Quality of Service in Cellular Networks: Challenges, Framework, and Application in Vehicular Communications.
IEEE Commun. Mag., March, 2023



The Story of QoS Prediction in Vehicular Communication: From Radio Environment Statistics to Network-Access Throughput Prediction.
CoRR, 2023

Towards an AI-enabled Connected Industry: AGV Communication and Sensor Measurement Datasets.
CoRR, 2023

Machine Learning for QoS Prediction in Vehicular Communication: Challenges and Solution Approaches.
IEEE Access, 2023

Cell- and Area-based ML Models: Unlocking High Precision Models for Radio Access Networks.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2023


Towards a 3GPP Network-based Framework for Improving Service Assurance and Load Balancing.
Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

Deep Learning-Supported Kriging for Interpolation of High-Resolution Indoor REMs.
Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

2022
Mobility, traffic and radio channel prediction: 5G and beyond applications.
CoRR, 2022

Automatic RRC Reconfigurations Based on User Mobility Patterns.
Proceedings of the 2022 IEEE/IFIP Network Operations and Management Symposium, 2022

Handover Predictions as an Enabler for Anticipatory Service Adaptations in Next-Generation Cellular Networks.
Proceedings of the 20th ACM International Symposium on Mobility Management and Wireless Access on 20th ACM International Symposium on Mobility Management and Wireless Access, 2022

Online QoS estimation for vehicular radio environments.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Reducing Latency: Improving Handover Procedure Using Machine Learning.
Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

AI4Mobile: Use Cases and Challenges of AI-based QoS Prediction for High-Mobility Scenarios.
Proceedings of the 93rd IEEE Vehicular Technology Conference, 2021

Learning from large-scale commercial networks: challenges and knowledge extraction towards machine learning use cases.
Proceedings of the 5G-MeMU '21: Proceedings of the 1st Workshop on 5G Measurements, 2021


One Step Further: Tunable and Explainable Throughput Prediction based on Large-scale Commercial Networks.
Proceedings of the 4th IEEE 5G World Forum, 2021

Effect of Spatial, Temporal and Network Features on Uplink and Downlink Throughput Prediction.
Proceedings of the 4th IEEE 5G World Forum, 2021

2018
Contemporary Study of Radio Noise Characteristics in Diverse Environments.
IEEE Access, 2018

2017
Detailed Measurement Study of Spatial Similarity in Spectrum Use in Dense Urban Environments.
IEEE Trans. Veh. Technol., 2017

2016
Measurement-based study on the influence of localization errors on estimated shadow correlations.
Proceedings of the 17th IEEE International Symposium on A World of Wireless, 2016

When the whispers become noise: A contemporary look at radio noise levels.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

Propagation models for users crossing forest areas in central European forest environments.
Proceedings of the 2016 IEEE Military Communications Conference, 2016

Understanding European forest radio propagation dynamics with in and out of forest transmitters.
Proceedings of the 2016 IEEE Military Communications Conference, 2016

Understanding Current Background Noise Characteristics: Frequency and Time Domain Measurements of Noise on Multiple Locations.
Proceedings of the Cognitive Radio Oriented Wireless Networks, 2016

2015
A software tool for coverage planning through different applications of optimal spatial interpolation.
Proceedings of the 16th IEEE International Symposium on A World of Wireless, 2015

An experimental study on the statistical properties of radio environment noise.
Proceedings of the 16th IEEE International Symposium on A World of Wireless, 2015

On the time dynamics of commercial networks with comparable data sets across europe.
Proceedings of the 2015 IEEE Wireless Communications and Networking Conference Workshops, 2015

A measurement-based study on the use of spatial interpolation for propagation estimation.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

2014
Slicing the shadowing uncertainty: A measurement-based critical study of spatially correlated Gaussian models of shadow fading.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

Studying and mitigating the impact of GPS localization error on radio environment map construction.
Proceedings of the 25th IEEE Annual International Symposium on Personal, 2014

On the Study of Shadow Correlations of Two Radio Frequencies in an Urban Environment.
Proceedings of the 2014 IEEE Military Communications Conference, 2014

A Study on the Forest Radio Propagation Characteristics in European Mixed Forest Environment.
Proceedings of the 2014 IEEE Military Communications Conference, 2014

Impact of the path loss model on the spatial structure of shadow fading.
Proceedings of the IEEE International Conference on Communications, 2014

From Paris to London: Comparative analysis of licensed spectrum use in two European metropolises.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2014

When primary users whisper: A preliminary analysis on correlations of population-traffic dynamics.
Proceedings of the 9th International Conference on Cognitive Radio Oriented Wireless Networks and Communications, 2014

2013
Performance evaluation of single-chip spectrum sensing platform for portable spectrum measurements.
Proceedings of the IEEE 14th International Symposium on "A World of Wireless, 2013

Measurements of Shadow Correlations in a Suburban Environment on the 485 MHz Band.
Proceedings of the 78th IEEE Vehicular Technology Conference, 2013

A week in London: Spectrum usage in metropolitan London.
Proceedings of the 24th IEEE Annual International Symposium on Personal, 2013

Two days of European spectrum: Preliminary analysis of concurrent spectrum use in seven European sites in GSM and ISM bands.
Proceedings of IEEE International Conference on Communications, 2013

2012
Shadow fading correlations with compressive sensing: Prediction accuracy.
Proceedings of IEEE International Conference on Communications, 2012

Measurements of spectrum use in London: Exploratory data analysis and study of temporal, spatial and frequency-domain dynamics.
Proceedings of the IEEE International Symposium on Dynamic Spectrum Access Networks, 2012

Two days of spectrum use in Europe.
Proceedings of the 7th International Conference on Cognitive Radio Oriented Wireless Networks, 2012


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