for Robot Artificial Inteligence

SLAM 백엔드

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Camera

Local Mapping(DBow, local BA, remove outlier) -> Full Mapping(full BA, loop closure)

Lidar

Local Mapping(Scan text) - > full Mapping(Graph pose estimation, loop closure)

Summary

at backend, with database of mappoints information of keyframe, to build map

슬램 백엔드는 결국

H * delta x = b 를 푸는 문제 이다(행렬 분해를 통해 x값을 구한다.)

H is Hessian Matrix(jacobian x jacobian), Hessian is combiantion of robot pose and landmarks relatation ships.

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