Naslov
Multi-layer Mapping-based Autonomous Forklift Localization in an Industrial Environment

Autori
Vasiljević, Goran ; Petric, Frano ; Kovačić, Zdenko

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the 22nd Mediterranean Conference on Control and Automation / - Palermo, 2014, 1134-1139

Skup
The 22nd Mediterranean Conference on Control and Automation

Mjesto i datum
Palermo, Italija, 16.06.2014. - 19.06.2014

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
simultaneous mapping and localisation ; warehousing

Sažetak
In this paper a forklift (mobile robot) localization method in an industrial environment is presented. The presented method is based on an adaptive Monte Carlo localization using three laser range scanners, where two safety lasers are located at the ground level and one laser is located at the top level of the vehicle. Each level(layer) has its own independent map acquired by mapping algorithms prior to the localization. The proposed localization method is based on two independent localizations at each level (layer) and their fusion. Presented method is tested in the realistic industrial environment and compared to the marker-based localization that is accurate enough to be considered a ground truth.

Izvorni jezik
Engleski

Znanstvena područja
Temeljne tehničke znanosti

POVEZANOST RADA