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State Estimation


[TOC]

1. Probability Theory and Statistics

  • MLE (Maximum Likelihood Estimate)
  • OLS (Ordinary Least Squares)
  • RANSAC (RANdom SAmple Consensus)
  • M-Estimator

2. Filters

  • KF (Kalman Filter)
  • EKF (Extended Kalman Filter)

3. Optimization

Basics

  • Gauss Newton
  • Levenberg-Marquadt
  • ESM

Optimizer

Pose Graph

Factor Graph

Bundle Adjustment

4. Dataset

BAL Dataset

  • Bundle Adjustment in the Large

g2o Dataset

5. Books

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state estimation for slam

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  • Python 3.7%
  • C 0.3%