Lectures
2017/09/27: Introduction, Sensors, Mobile Platforms
2017/09/27: Introduction, Sensors, Mobile Platforms
2017/10/04: Introduction to Filtering
2017/10/04: Introduction to Filtering
2017/10/18: EKF Localization (bearing only) SLAM
2017/10/18: EKF Localization (bearing only) SLAM
EKF-based Localization (bearing only)
Applications: ekf_localization_bearing_only, ekf_slam
2017/10/26: Unscented Transform
2017/10/26: Unscented Transform
2017/11/15: Data Association, Automatic Differentiation
2017/11/15: Data Association, Automatic Differentiation
Applications: distance_map, autodiff, kd-tree
2017/11/16: 2D Localization in Real World
2017/11/16: 2D Localization in Real World
Particle Localization with Real Data
Applications: ParticleLocalization(ROS)
2017/11/22: Least-Squares Intro and ICP Optimization
2017/11/22: Least-Squares Intro and ICP Optimization
Applications: odometry calibration, 2d_point_registration
2017/11/23: 3D Point Registration
2017/11/23: 3D Point Registration
Applications: 3d_point_registration, linear_relaxation
2017/12/06: Multi-Point Registration
2017/12/06: Multi-Point Registration
Applications: multi_point_registration_3d
2017/12/07: Multi-Pose Registration and Graph SLAM
2017/12/07: Multi-Pose Registration and Graph SLAM
Multi-Pose Registration and Graph SLAM
Applications: total_least_squares