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Robust Mobile Robot Localization Based on Security Laser Scanner

Héber Sobreira, António Paulo Moreira, Paulo Costa, José Lima

发表年份
2015
引用次数
6

摘要

This paper addresses the development of a new localization system based on a security laser presented on most AGVs for safety reasons. An enhanced artificial beacons detection algorithm is applied with a combination of a Kalman filter and an outliers rejection method in order to increase the robustness and precision of the system. This new robust approach allows to implement such system in current AGVs. Real results in industrial environment validate the proposed methodology.

关键词

Robustness (evolution)BeaconComputer scienceKalman filterMobile robotOutlierComputer visionArtificial intelligenceLaser scanningRobot

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