首页 /研究 /Positioning and Mapping Technology for Substation Inspection Robot Based on Gaussian Projection
PERCEPTION

Positioning and Mapping Technology for Substation Inspection Robot Based on Gaussian Projection

Tianyou Cai, Yadong Ren, Linjie Dong, Xingsong Wang, Fang Jia, Mengqian Tian

发表年份
2023
引用次数
2

摘要

Obtaining a planar map of the substation is crucial for achieving automated substation inspection. Currently, traditional positioning and mapping solutions like SLAM and offline GPS positioning often suffer from difficulties in feature recognition, lengthy mapping times, or excessive storage space requirements for maps. Building upon this, a substation inspection robot positioning and mapping technology is produced based on Gaussian projection. After collecting boundary points of the work area's internal and external perimeters, along with obstacle zone boundaries, geographic coordinates collected are transformed into planar Cartesian coordinates through Gaussian projection. Subsequently, a planar grid map is established using the ray casting method. The achieved map information, combined with real-time updates on the robot's current position, enables accurate robot positioning. Feasibility experiments have verified the effectiveness of this positioning and mapping technology. This methodology significantly enhances mapping speed, reduces necessary map storage space, and the resultant map can be utilized for subsequent path planning and navigation of inspection robots.

关键词

Computer visionComputer scienceRobotArtificial intelligenceProjection (relational algebra)Grid referenceGlobal Positioning SystemMotion planningPosition (finance)Simultaneous localization and mapping

相关论文

查看 PERCEPTION 分类全部论文