Robotics

Time complexity of a Kalman filter

mediumsubjective

Asked in interviews

What is the computational time complexity of one Kalman-filter cycle (predict + update), and which operations dominate it? Express it in terms of the state dimension n and measurement dimension m, and explain what that implies for high-dimensional problems such as full-state SLAM.

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