Statistical mapping of real environments with uwb radars


Autoria(s): Ahtaryieva, Lilia
Contribuinte(s)

Dardari, Davide

Data(s)

19/03/2015

Resumo

In this master thesis I evaluated the performance of a Ultra-Wide Bandwidth (UWB) radar system for indoor environments mapping. In particular, I used a statistical Bayesian approach which is able to combine all the measurements collected by the radar, including system non-idealities such as the error on the estimated antenna pointing direction or on the estimated radar position. First I verified through simulations that the system was able to provide a sufficiently accurate reconstruction of the surrounding environment despite the limitations imposed by the UWB technology. In fact, the emission of UWB pulses is limited in terms of transmitted power by international regulations. Motivated by the promising results obtained through simulations, I successively carried out a measurement campaign in a real indoor environment using a UWB commercial device. The obtained results showed that the UWB radar system is capable of providing an accurate reconstruction of indoor environments also adopting not directional antennas.

Formato

application/pdf

Identificador

http://amslaurea.unibo.it/8590/1/Tesi.pdf

Ahtaryieva, Lilia (2015) Statistical mapping of real environments with uwb radars. [Laurea magistrale], Università di Bologna, Corso di Studio in Ingegneria elettronica e telecomunicazioni per lo sviluppo sostenibile [LM-DM270] - Cesena <http://amslaurea.unibo.it/view/cds/CDS8199/>, Documento ad accesso riservato.

Relação

http://amslaurea.unibo.it/8590/

Direitos

_

Palavras-Chave #UWB, ultra, wide, bandwidth, UWB, radar, indoor, mapping, statistical, mapping, EKF, extended, kalman, filter #scuola :: 843884 :: Ingegneria e Architettura #cds :: 8199 :: Ingegneria elettronica e telecomunicazioni per lo sviluppo sostenibile [LM-DM270] - Cesena #sessione :: terza
Tipo

Tesi di laurea

NonPeerReviewed

Idioma(s)

en