《Principles of Robot Motion》
该笔记本为《Principles of Robot Motion Theory, Algorithm and Implementation》的阅读笔记,书中建议的学习主题如下:
| Theme | Chapter and Appendix Sequence |
|---|---|
| Path Planning | 3, 4, G, 5, 7, 6 |
| Mobile Robotics | 2, H, 3, 4, 5, D, 6 |
| Mechanical Control Systems | 3, 10, 11, 12 |
| Position Estimation | I, J, 8, 9 |
该书的章节如下:
1 Introduction
2 Bug Algorithms
3 Configuration Space
4 Potential Functions
5 Roadmaps
6 Cell Decompositions
7 Sampling-Based Algorithms
8 Kalman Filtering
9 Bayesian Methods
10 Robot Dynamics
11 Trajectory Planning
12 Nonholonomic and Underactuated Systems
A Mathematical Notation
B Basic Set Definitions
C Topology and Metric Spaces
D Curve Tracing
E Representations of Orientation
F Polyhedral Robots in Polyhedral Worlds
G Analysis of Algorithms and Complexity Classes
H Graph Representation and Basic Search
I Statistics Primer
J Linear Systems and Control
