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Study of advanced navigation algorithms for GNSS-based navigation.

Cristian Eduardo Fernandez Bohorques

Study of advanced navigation algorithms for GNSS-based navigation.

Rel. Fabio Dovis, Alex Minetto. Politecnico di Torino, Corso di laurea magistrale in Communications And Computer Networks Engineering (Ingegneria Telematica E Delle Comunicazioni), 2023

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Abstract:

This thesis, elaborated in collaboration with Aizoon, has the finality of studying and applying advanced GNSS-based algorithms(specifically Weighted Least Squares(WLS), Kalman filtering, and GNSS/INS integration) with the intention of comparing their performance on mobile devices. In order to do this, first of all, there was a study of the state-of-the-art navigation algorithms. These algorithms are then applied on Matlab, using data recovered from smartphones(for the navigation data) and base stations across Italy(for the satellites' parameters). Other improvements to the algorithms are implemented, like the use of multiple GNSS constellations for the computation of the PVT solution and the ionospheric correction that can be applied to the pseudoranges and pseudorange rates. The results from the different algorithms will be compared, in conjunction with the results obtained by using the other improvements to the navigation data.

Relatori: Fabio Dovis, Alex Minetto
Anno accademico: 2023/24
Tipo di pubblicazione: Elettronica
Numero di pagine: 89
Soggetti:
Corso di laurea: Corso di laurea magistrale in Communications And Computer Networks Engineering (Ingegneria Telematica E Delle Comunicazioni)
Classe di laurea: Nuovo ordinamento > Laurea magistrale > LM-27 - INGEGNERIA DELLE TELECOMUNICAZIONI
Aziende collaboratrici: aizoOn
URI: http://webthesis.biblio.polito.it/id/eprint/30087
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