A metrological analysis of a modular and iterative aggregation algorithm of GNSS trajectories - Institut national de l’information géographique et forestière - Ecole nationale des sciences géographiques
Communication Dans Un Congrès Année : 2024

A metrological analysis of a modular and iterative aggregation algorithm of GNSS trajectories

Résumé

This paper focuses on GNSS trajectory aggregation, building upon the work of [4], a modular and iterative aggregation algorithm. The last allows to compute aggregated trajectories with high geometric accuracy for a set of trajectories having the same origin/destinations and following the same path. To analyze the performances of the algorithm, we use a metrological perspective, i.e. its ability to reconstruct the accurate aggregated trajectory, from a minimum number of input GNSS trajectory samples to determine an optimal parameterization of the algorithm. We validate our modular framework on two types of data: synthetic and experimental GNSS trajectories collected with multiple sensors under varying canopy conditions.

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Dates et versions

hal-04801943 , version 1 (26-11-2024)

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Marie-Dominique van Damme, Yann Méneroux, Ana-Maria Olteanu-Raimond. A metrological analysis of a modular and iterative aggregation algorithm of GNSS trajectories. SIGSPATIAL '24: The 32nd ACM International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL, Oct 2024, Atlanta (GA), United States. pp.633 - 636, ⟨10.1145/3678717.3691325⟩. ⟨hal-04801943⟩
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