Proposal of Hypotheses Association for Mobile Robot Localization

izvorni znanstveni rad

izvorni znanstveni rad

Proposal of Hypotheses Association for Mobile Robot Localization

Vrsta prilog sa skupa (u zborniku)
Tip izvorni znanstveni rad
Godina 2005
Nadređena publikacija Proceedings of EUROCON 2005 - The International Conference on “Computer as a Tool”, Belgrade, Serbia and Montenegro, November 21-24, 2005
Stranice str. 1200-1203
Status objavljeno

Sažetak

Global localization is the problem of determining the position of a mobile robot under global uncertainty. The algorithm introduced here is based on the multiple model (MM) and exploits a soft gating of the problem (SG) to reduce the computational requirements of the approach. This localization algorithm is based on combining histograms and Hough transform. Presented algorithm is tested using a Pioneer 2 DX mobile robot simulator.

Ključne riječi

histogram based scans matching ; Hough transform ; multiple model (MM) ; mobile robot localization ; Multiple-Hypothesis Tracking ; particle filter ; soft gating