Short-range Radar Perception in Outdoor Environments

Abstract

For mobile robots operating in outdoor environments, per- ception is a critical task. Construction, mining, agriculture, and planetary exploration are common examples where the presence of dust, smoke, and rain, and the change in lighting conditions can dramatically degrade conventional vision and laser sensing. Nonetheless, environment perception can still succeed under compromised visibility through the use of a millimeter-wave radar. This paper presents a novel method for scene segmentation using a short-range radar mounted on a ground vehicle. Issues relevant to radar perception in an outdoor environment are described along with eld experiments and a quantitative comparison to laser data. The ability to classify the scene and signicant improvement in range accuracy are demonstrated showing the utility of millimeter-wave radar as a robotic sensor for persistent and accurate perception in natural scenarios.


Autore Pugliese

Tutti gli autori

  • G. Reina , J. Underwood , G. Brooker

Titolo volume/Rivista

Non Disponibile


Anno di pubblicazione

2011

ISSN

Non Disponibile

ISBN

Non Disponibile


Numero di citazioni Wos

Nessuna citazione

Ultimo Aggiornamento Citazioni

Non Disponibile


Numero di citazioni Scopus

5

Ultimo Aggiornamento Citazioni

28/04/2018


Settori ERC

Non Disponibile

Codici ASJC

Non Disponibile