Search Results for author: Paul Schwarzbach

Found 7 papers, 1 papers with code

Simulation-based Evaluation of Indoor Positioning Systems in Connected Aircraft Cabins

1 code implementation14 Dec 2023 Paul Schwarzbach, Jonas Ninnemann, Hagen Ußler, Oliver Michler, Michael Schultz

The manuscript discusses the increasing use of location-aware radio communication systems to support operational processes for the demanding aircraft cabin environment.

Potentials of Deterministic Radio Propagation Simulation for AI-Enabled Localization and Sensing

no code implementations11 Sep 2023 Albrecht Michler, Jonas Ninnemann, Jakob Krauthäuser, Paul Schwarzbach, Oliver Michler

Machine leaning (ML) and artificial intelligence (AI) enable new methods for localization and sensing in next-generation networks to fulfill a wide range of use cases.

Grid-based Hybrid 3DMA GNSS and Terrestrial Positioning

no code implementations11 Sep 2023 Paul Schwarzbach, Albrecht Michler, Oliver Michler

In order to address these challenges, the paper proposes the use of a non-parametric filtering method, specifically a 3DMA multi-epoch Grid Filter, for the tight integration of GNSS and terrestrial signals.

Efficient coverage planning for full-area C-ITS communications based on radio propagation simulation and measurement tools

no code implementations7 Feb 2022 Hagen Ußler, Christian Setzefand, Daniel Kanis, Paul Schwarzbach, Oliver Michler

Intelligent infrastructure, currently often consisting of C-ITS stations and prospectively supplemented by 5G, is a key-enabler for application-oriented and area-wide realization of highly automated and connected driving.

Enabling Radio Sensing for Multimodal Intelligent Transportation Systems: From Virtual Testing to Immersive Testbeds

no code implementations27 Jan 2022 Paul Schwarzbach, Jonas Ninnemann, Oliver Michler

In this paper, the necessity for application-oriented development and evaluation of Joint Communication and Sensing (JC&S) applications, especially in transportation, is addressed.

Multipath-assisted Radio Sensing and Occupancy Detection for Smart In-house Parking in ITS

no code implementations16 Jan 2022 Jonas Ninnemann, Paul Schwarzbach, Oliver Michler

In this work, a proof-of-concept realization and preliminary experimental results of a CIR-based occupancy detection for parking lots are presented.

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