A multiplicative multi-state constraint Kalman filter

Date

2021-01-26

Authors

Michaelson, Kristen Alyssa

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Abstract

A multi-state constraint Kalman filter (MSCKF) is implemented with a multiplicative quaternion update. The filter is tested on data from simulated inertial measurement unit (IMU) and camera measurements. In the simulation, a vehicle views feature points in the environment as it travels along a circular path. The MSCKF is demonstrated to be consistent using Monte Carlo analysis

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