Journal of Dalian Maritime University >
2019 , Vol. 45 >Issue 3: 59 - 65
DOI: https://doi.org/10.16411/j.cnki.issn1006-7736.2019.03.009
An improved autonomous exploration method of a mobile robot in indoor environment
Received date: 2019-03-03
Revised date: 2019-03-27
Online published: 2019-03-27
Aiming at the problem of mobile robot autonomous exploration and map building in the unknown indoor environment, a mobile robot autonomous exploration method based on the octree map was proposed. Firstly,the frontier points were grouped and the key frontier points were extracted to generate candidate points. Then, two generation methods of candidate exploration point were proposed respectively based on the key frontier points and the accessible space, which were used for different stages of autonomous exploration.Next,the nonlinear combination of information gain and driving distance was used to construct benefit function to evaluate candidate points, and the optimal candidate point was selected as the next target point.Finally, the octree map was updated by using the RGB-D data. The simulation and physical experiments verify the effectivity of autonomous exploration method.
WU Tong , GUO Chen , XU Tong , WANG Zhao-dong . An improved autonomous exploration method of a mobile robot in indoor environment[J]. Journal of Dalian Maritime University, 2019 , 45(3) : 59 -65 . DOI: 10.16411/j.cnki.issn1006-7736.2019.03.009
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