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Extended Kalman Filter for non-holonomic robot Simultaneous Localization and Mapping with unknown measurement noise

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ColasGael/EKF-nonholonomic-robot

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EKF-nonholonomic-robot

by Michael Gobble and Gael Colas, graduate students at Stanford University.

This repository gathers our final project for AA273: "State Estimation" class at Stanford (2019). Our teacher was Pr. Mac Schwager.

Goal: Extended Kalman Filter for non-holonomic robot Simultaneous Localization and Mapping with Unknown Measurement Noise

Language: MatLab

More details about the project and the results can be found in the report located at the root: "aa273_final-report.pdf".

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Extended Kalman Filter for non-holonomic robot Simultaneous Localization and Mapping with unknown measurement noise

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