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When measurements fail: using an interactive SLAM solution to fight bad odometry (CROSBI ID 706623)

Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija

Milijas, Robert ; Orsulic, Juraj ; Bogdan, Stjepan When measurements fail: using an interactive SLAM solution to fight bad odometry // 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC). Institute of Electrical and Electronics Engineers (IEEE), 2020. str. 1-6 doi: 10.1109/i2mtc43012.2020.9129529

Podaci o odgovornosti

Milijas, Robert ; Orsulic, Juraj ; Bogdan, Stjepan

engleski

When measurements fail: using an interactive SLAM solution to fight bad odometry

In this paper we use the underlying pose graph structure of graph SLAM to allow the user to inspect and intervene into the Simultaneous Localization and Mapping (SLAM) process. With post-processing the map by inserting custom constraints into the optimization problem, the user can improve the quality of the map obtained as the final SLAM result. We refer to this inspection and intervention process as interactive SLAM. The mathematical background, which allows such interventions, is laid out, and a software implementation is used to improve the quality of a map created at the Faculty of Electrical Engineering and Computing, University of Zagreb.

SLAM ; Robotics ; Interactive SLAM

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Podaci o prilogu

1-6.

2020.

objavljeno

10.1109/i2mtc43012.2020.9129529

Podaci o matičnoj publikaciji

2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC)

Institute of Electrical and Electronics Engineers (IEEE)

978-1-7281-4460-3

Podaci o skupu

2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC 2020)

predavanje

25.05.2020-29.05.2020

Dubrovnik, Hrvatska

Povezanost rada

Elektrotehnika, Računarstvo

Poveznice