Robot Fast Relocalization Initialization

Localization based on prior map matching

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ESKF Localization

Localization:

Based on ESKF localization . Measurement factors include Wheel encoder , RTK , and PointCloud matching. Prediction factors include IMU Inertial calculation.

ReLocalization Initialization :

The position information is provided by the single point gnss, the initialization yaw is provided by ScanConext matching, and the precise matching is performed by ICP .

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ScanContext Fast ReLocalization Initialization Framework

Use scancontext descriptor for 360 degree point cloud matching

Some Videos::

ESKF Localization

Relocalization Initialization base on ScanContext

Localization Visual on Mapviz