Philipp Svoboda

About Philipp Svoboda

Philipp Svoboda, With an exceptional h-index of 21 and a recent h-index of 12 (since 2020), a distinguished researcher at Technische Universität Wien, specializes in the field of Mobile communications, Benchmarking, Crowd Sourcing, Machine Learning, 5G.

His recent articles reflect a diverse array of research interests and contributions to the field:

Key Technologies for Wireless Network Digital Twin Towards Smart Railways

A Differentiable Throughput Model for Load-Aware Cellular Network Optimization through Gradient Descent

Measuring the Effects of AoA on Vehicle Penetration Loss in Cellular Networks

Measuring the Impact of Intrain Repeater Deployments in Real-Time

Unbiased benchmarking in mobile networks: The role of sampling and stratification

VPL-DT: Learning AoA-dependent VPL in Trains via End-User Measurements

A Differentiable Throughput Model for Scalable Gradient Descent-Based Cellular Network Optimization

Unveiling Cellular Antenna Orientations from Large Crowdsourced Datasets: A Deep Learning Approach

Philipp Svoboda Information

University

Position

Institute of Telecommunications (ITC 389)

Citations(all)

1805

Citations(since 2020)

706

Cited By

1444

hIndex(all)

21

hIndex(since 2020)

12

i10Index(all)

46

i10Index(since 2020)

20

Email

University Profile Page

Google Scholar

Philipp Svoboda Skills & Research Interests

Mobile communications

Benchmarking

Crowd Sourcing

Machine Learning

5G

Top articles of Philipp Svoboda

Title

Journal

Author(s)

Publication Date

Key Technologies for Wireless Network Digital Twin Towards Smart Railways

Ke Guan

Xinghai Guo

Danping He

Philipp Svoboda

Marion Berbineau

...

2024/2/1

A Differentiable Throughput Model for Load-Aware Cellular Network Optimization through Gradient Descent

IEEE Access

Lukas Eller

Philipp Svoboda

Markus Rupp

2024/1/19

Measuring the Effects of AoA on Vehicle Penetration Loss in Cellular Networks

Sonja Tripkovic

Philipp Svoboda

Markus Rupp

2023/10/10

Measuring the Impact of Intrain Repeater Deployments in Real-Time

Martin Lerch

Philipp Svoboda

Josef Resch

Markus Rupp

2023/6/20

Unbiased benchmarking in mobile networks: The role of sampling and stratification

IEEE Access

Sonja Tripkovic

Lukas Eller

Philipp Svoboda

Markus Rupp

2023/5/29

VPL-DT: Learning AoA-dependent VPL in Trains via End-User Measurements

Sonja Tripkovic

Philipp Svoboda

Markus Rupp

2023

A Differentiable Throughput Model for Scalable Gradient Descent-Based Cellular Network Optimization

Lukas Eller

Philipp Svoboda

Markus Rupp

2023/11/22

Unveiling Cellular Antenna Orientations from Large Crowdsourced Datasets: A Deep Learning Approach

Lukas Eller

Philipp Svoboda

Markus Rupp

2022/10/10

Countrywide Basestation Localization with Timing Advance Measurements from Crowdsourcing

Lukas Eller

Vaclav Raida

Philipp Svoboda

Markus Rupp

2022/6/19

Benchmarking of Mobile Communications in High-Speed Scenarios: Active vs. Passive Modifications in High-Speed Trains

Sonja Tripkovic

Philipp Svoboda

Markus Rupp

2022/6/19

Localizing basestations from end-user timing advance measurements

IEEE Access

Lukas Eller

Vaclav Raida

Philipp Svoboda

Markus Rupp

2022/1/6

A deep learning network planner: Propagation modeling using real-world measurements and a 3D city model

IEEE Access

Lukas Eller

Philipp Svoboda

Markus Rupp

2022/11/17

Propagation-aware Gaussian process regression for signal-strength interpolation along street canyons

Lukas Eller

Philipp Svoboda

Markus Rupp

2021/4/25

Cluster density in crowdsourced mobile network measurements

Sonja Tripkovic

Philipp Svoboda

Vaclav Raida

Markus Rupp

2021/4/25

Bayesian inference of sector orientation in LTE networks based on end-user measurements

Lukas Eller

Philipp Svoboda

Markus Rupp

2021/9/27

On the inappropriateness of static measurements for benchmarking in wireless networks

Vaclav Raida

Philipp Svoboda

Markus Rupp

2020/5/25

Semi-Supervised Detection of Tariff Limits in LTE Network Benchmarks

Lukas Eller

Philipp Svoboda

Markus Rupp

2020/5/25

Real world performance of LTE downlink in a static dense urban scenario-an open dataset

Vaclav Raida

Philipp Svoboda

Markus Rupp

2020/12/7

Open Monitoring Platform for Mobile Broadband

Wolfgang Hofer

Philipp Svoboda

Wolfgang Kastner

Vaclav Raida

Markus Rupp

2020/5/25

On the stability of rsrp and variability of other kpis in lte downlink-an open dataset

Vaclav Raida

Philipp Svoboda

Martin Koglbauer

Markus Rupp

2020/12/7

See List of Professors in Philipp Svoboda University(Technische Universität Wien)

Co-Authors

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