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4 Results Found

  • Proceeding Paper
  • Open Access
10 Citations
1,929 Views
9 Pages

29 October 2023

High-accuracy (HA) positioning services allow users to achieve sub-decimeter-level positioning accuracy. Although these kinds of services are not new, the market is showing great interest in exploiting them for new applications within the mass-market...

(This article belongs to the Proceedings of European Navigation Conference ENC 2023)
  • Proceeding Paper
  • Open Access
1 Citations
3,379 Views
11 Pages

Enhancing GNSS PPP Algorithms with AI: Towards Mitigating Multipath Effects

  • Álvaro Tena,
  • Adrián Chamorro and
  • Jesús David Calle

Nowadays, high precision and reliability of Global Navigation Satellite Systems are increasingly important in positioning applications. Machine learning is used to improve the performance of the GSHARP PPP algorithm by reducing the effect of multipat...

(This article belongs to the Proceedings of European Navigation Conference 2024)
  • Proceeding Paper
  • Open Access
797 Views
11 Pages

Reinforcement Learning-Driven GNSS Observation Selection for Enhanced PPP Accuracy

  • Álvaro Tena,
  • María Crespo,
  • Adrián Chamorro,
  • Alberto Díaz-Álvarez and ,
  • Víctor Rodríguez-Fernández and
  • Ana González
  • + 1 author+ 0 author

This work presents a reinforcement learning (RL) framework integrated into GMV’s GSharp® precise point positioning (PPP) algorithm to optimize GNSS measurement processing. Initially developed for multipath mitigation, the RL agent has evolv...

(This article belongs to the Proceedings of European Navigation Conference 2025)
  • Proceeding Paper
  • Open Access
1,816 Views
9 Pages

New Approach for Jamming and Spoofing Detection Mechanisms for High Accuracy Solutions

  • María Crespo,
  • Adrián Chamorro,
  • Miguel Ángel Azanza and
  • Ana González

6 February 2026

It is well-known that GNSS high accuracy solutions are increasingly vulnerable to jamming and spoofing attacks, posing significant challenges to their reliability, security, and accuracy. In the past years, GNSS communities have witnessed an increase...

(This article belongs to the Proceedings of European Navigation Conference 2025)