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Jonathan Ott

Markov Decision Processes with Average-Value-at-Risk criteria
2011 · Nicole Bäuerle, Jonathan Ott · Mathematical Methods of Operations Research · 113
Radio Foundation Models: Pre-training Transformers for 5G-based Indoor Localization
2024 · Jonathan Ott, Jonas Pirkl, et al. · International Conference on Indoor Positioning and Indoor Navigation · 24
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A Markov Decision Model for a Surveillance Application and Risk-Sensitive Markov Decision Processes
2010 · Ott, Jonathan Theodor · Repository KITopen (Karlsruhe Institute of Technology) · 13
Multipath Delay Estimation in Complex Environments using Transformer
2023 · Jonathan Ott, Maximilian Stahlke, et al. · International Conference on Indoor Positioning and Indoor Navigation · 7
Passive Channel Charting: Locating Passive Targets using a UWB Mesh
2025 · Raffael Poeggel, Maximilian Stahlke, et al. · International Conference on Indoor Positioning and Indoor Navigation · 4
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Estimating Multipath Component Delays With Transformer Models
2024 · Jonathan Ott, Maximilian Stahlke, et al. · IEEE Journal of Indoor and Seamless Positioning and Navigation · 4
The S-ICDF Dataset: Sionna-Simulated Dynamic Interference Characterization and Direction Finding
2026 · Christian Wielenberg, Lucas Heublein, et al. · International Conference on Indoor Positioning and Indoor Navigation · 2
Sequence-based Learning
2024 · Christoffer Loeffler, Felix Ott, et al. · Springer eBooks · 2
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A Continuous-Time Markov Decision Process for Infrastructure Surveillance
2011 · Jonathan Ott · Operations research proceedings · 2
Markov based decision support for cost-optimal response in security management
2010 · Hild, J., Ott, J., et al. · Fraunhofer-Publica (Fraunhofer-Gesellschaft) · 2
Simplicity is Key: An Unsupervised Pretraining Approach for Sparse Radio Channels
2025 · Ott, Jonathan, Stahlke, Maximilian, et al. · arXiv (Cornell University) · 1
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ChronoChart: Setup-Agnostic Channel Charting for Label-Free Indoor Localization
2026 · Majid Sharghi Foroushani, Jonas Pirkl, et al. · International Conference on Indoor Positioning and Indoor Navigation
EchoNeRF: Time-Resolved RF Channel Synthesis with Neural Radiance Fields for Localization
2026 · Lukas Schelenz, Jonathan Ott, et al. · International Conference on Indoor Positioning and Indoor Navigation
Resilient Channel Charting Under Varying Radio Link Availability
2025 · Jonas Pirkl, Jonathan Ott, et al. · Asilomar Conference on Signals, Systems and Computers (ACSSC)
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Exploitation of Hidden Context in Dynamic Movement Forecasting: A Neural Network Journey from Recurrent to Graph Neural Networks and General Purpose Transformers
2025 · Lukas Schelenz, Shobha Rajanna, et al. · IEEE/ION Position Location and Navigation Symposium
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Data-driven Wireless Positioning
2024 · Maximilian Stahlke, Tobias Feigl, et al. · Springer eBooks
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Toward intelligent decision support for security staff: evaluation of an interactive resource management system based on a CMDP model
2011 · Jutta Hild, Jonathan Ott, et al. · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE
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Works count: 18
Citation count: 174
H-index: 4
I10-index: 3
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