no code implementations • 24 Mar 2024 • Hong Zhu, Alexander Venus, Erik Leitinger, Stefan Tertinek, Klaus Witrisal
Then, a joint tracking algorithm that utilizes both active and passive measurements is developed for the extended object.
no code implementations • 4 Oct 2023 • Alexander Venus, Erik Leitinger, Stefan Tertinek, Florian Meyer, Klaus Witrisal
We demonstrate that the position-related information enables the algorithm to provide high-accuracy position estimates even in fully obstructed line-of-sight (OLOS) situations.
no code implementations • 30 Aug 2023 • Alexander Venus, Erik Leitinger, Stefan Tertinek, Klaus Witrisal
This paper presents a neural-enhanced probabilistic model and corresponding factor graph-based sum-product algorithm for robust localization and tracking in multipath-prone environments.
no code implementations • 18 Jul 2022 • Alexander Venus, Erik Leitinger, Stefan Tertinek, Klaus Witrisal
This paper presents a factor graph formulation and particle-based sum-product algorithm (SPA) for robust sequential localization in multipath-prone environments.