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lidar models

Traditional: velodyne quanergy

Traditional lowcost: 思岚科技 雷神智能

Solid state: leddartech innoviz

velodyne sample data

https://data.kitware.com/#collection/5b7f46f98d777f06857cb206/folder/5b7f47568d777f06857cb208

IMU models

Lord: https://www.microstrain.com/inertial/3DM-CV5-10

Xsens

cartographer

cartographer-project/cartographer_ros#725

https://github.com/ytgcljj/ndt_localizer

VLP16: cartographer-project/cartographer_ros#259

KITTI: cartographer-project/cartographer_ros#264 (comment)

odometry

cartographer-project/cartographer#690

cartographer-project/rfcs#9

Tunning

cartographer-project/cartographer_ros#628

cartographer-project/cartographer_ros#354

cartographer-project/cartographer_ros#332

localization

cartographer-project/cartographer_ros#706

cartographer-project/cartographer#255

GVD

https://homepages.inf.ed.ac.uk/rbf/HIPR2/thin.htm

Trade off

extropolator: pose only / odometry / correlative scan match

scan match: hit only / hit+miss matching?

Different purpose: pure localization / online SLAM / offline mapping

Scan frequency: 20HZ?

TODO

Rviz config: view submaps when running

Odometry: bicycle or rear differential?

Pure localization

Image registration

LOAM

explaination: https://zhuanlan.zhihu.com/c_131391131

Pros: Accurate, even without IMU/LoopClosure

Cons: 1) Error occurs sometimes during tests. 2) How to remove dynamic objects?

LeGo-LOAM

video: https://www.youtube.com/watch?v=O3tz_ftHV48

Pros: Fast enough for Jetson TX2

Cons: Need IMU? Small errors during tests. LoopClosure seems not working well?

Lane graph extraction

GVD: may use boost and merge linesegments?

Solver: use Ceres instead of own code?

http://www.inf.u-szeged.hu/~palagyi/skel/skel.html

Sonar SLAM

https://link.springer.com/article/10.1007/s12647-018-0289-x

http://www.docin.com/p-521936408.html

http://www.docin.com/p-972935976.html?docfrom=rrela

https://ieeexplore.ieee.org/abstract/document/4735731