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Topic: state estimation

Four-panel chart comparing closed-loop robot tracking error as sensing blackouts, range noise, landmark availability and gyroscope bias change.
Dharini Raghavan and Amritpal Singh · Figure 1 from a paper distributed under Creative Commons Attribution 4.0 International. Commercial editorial reuse and adaptation are permitted with attribution, a license link and an indication of changes. No endorsement is implied.

ANALYSIS Robotics

Measurement-Free Rollouts Often Chose the Wrong Estimator in a Robot Simulation

A controlled study found that offline predictions ranked state estimators more like feedback performance when they reproduced the robot’s measurement-update schedule.

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By Maso Intelligence
6 min read