4 citations · 4 across the 4 of their papers we have counts for
5 papers · 1 filter
Descriptor: A Hybrid Indoor and Indoor-Outdoor Positioning Multi-Technology Dataset (HYMN)
Muhammad Ammad, Albrecht Michler, Paul Schwarzbach +3
This article introduces the HYMN (HYbrid Multi-technology Navigation) dataset: a multi-system, and time synchronized dataset for localization research based on opportunistic signal…
Simulation-based Evaluation of Indoor Positioning Systems in Connected Aircraft Cabins
Paul Schwarzbach, Jonas Ninnemann, Hagen Ußler +2
The manuscript discusses the increasing use of location-aware radio communication systems to support operational processes for the demanding aircraft cabin environment. In this con…
Potentials of Deterministic Radio Propagation Simulation for AI-Enabled Localization and Sensing
Albrecht Michler, Jonas Ninnemann, Jakob Krauthäuser +2
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. These approa…
Enabling Radio Sensing for Multimodal Intelligent Transportation Systems: From Virtual Testing to Immersive Testbeds
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
Jonas Ninnemann, Paul Schwarzbach, Oliver Michler
Joint, radio-based communication, localization and sensing is a rapidly emerging research field with various application potentials. Greatly benefiting from these capabilities, sma…