CS 7320/ME EN 7960 Section 5
System Identification for Robotics
Readings
1
Introduction
2
Least Squares Parameter Estimation
3
Open-Loop Kinematic Calibration
4
Closed-Loop Kinematic Calibration
5
Observability
6
Identifiability
7
Load Inertial Parameter Estimation
8
Link Inertial Parameter Estimation
9
Scaling
10
Differentiation
G.A. Wood, "Data Smoothing and Differentiation Procedures in Biomechanics,"
Exerc Sport Sci Rev. 1982;10:308-62.
11
Statistical Properties of Estimators
Andrew Moore's tutorials
Probability density functions
Gaussians
Maximum likelihood
12
Screw Axis Measurement