AiVibe

Robotics & Physical AI

Robot Calibration

Robot calibration identifies the differences between a robot's nominal kinematic model and the real machine, such as link lengths, joint offsets and mounting position, and corrects for them to improve absolute positioning accuracy.

A measurement device such as a laser tracker, camera system or calibrated probe records actual tool positions at many robot poses. Software compares them with the positions predicted by the nominal model and identifies corrected parameters, sometimes including joint compliance and gear effects, which the controller then uses. Related tasks include axis zero-position calibration, called mastering by some manufacturers, tool centre point calibration and calibration of fixture and camera frames.

Calibration matters when programs come from offline programming, CAD or vision, when a robot is replaced and existing programs must run on the new unit, and in precision tasks such as drilling, measurement and machining. It also makes it easier to share programs between identical cells.

Results depend on measurement accuracy, temperature and the poses used, and the benefit applies mainly within the calibrated region. Zero-position data must be restored after motor or encoder replacement following OEM procedures. Periodic verification checks whether accuracy has drifted after collisions or maintenance.

Key points

Where AiVibe comes in

AiVibe designs and manufactures the AiAmbA AI Factory, whose edge devices and AI agents let people talk to robot controllers in plain language. Robotics perception is an AiAmbA use case, and robot safety functions follow ISO 10218 and never depend on the AI layer.

Explore AiVibe’s work in Robotics & Physical AI →

Related terms

Ask AiMuruga can explain Robot Calibration for your plant, product or security programme, and draw how it fits.