ARMLab References
Below are select references that are useful for getting started in the ARM lab.
Dynamics and Controls
-
Shankar Sastry, Nonlinear Systems Analysis, Stability and Control, Springer, 1999.
-
Francesco Bullo, Andrew D. Lewis, Geometric Control of Mechanical Systems: Modeling, Analysis, and Design for Simple Mechanical Control Systems, Springer, 2005.
-
Greenwood, Donald T. Advanced dynamics. Cambridge University Press, 2006.
-
Carlos Roithmayer Dewey Hodges, Dynamics, Theory and Applications of Kane’s Method, Cambridge University Press 2016.
-
Cornelius Lanczos, The Variational Principles of Mechanics, Dover, 4th ed, 1970.
-
Robert Stengel, Optimal Control and Estimation, Dover, 1994.
-
Spong, Mark W., and Mathukumalli Vidyasagar. Robot dynamics and control. John Wiley & Sons, 2008.
-
Stephen Billings, Nonlinear System Identification: NARMAX Methods in the Time, Frequency, and Spatio-Temporal Domains, Wiley 2013.
-
Dimitri Bertsekas, Dynamic Programming and Optimal Control. 4th ed, Athena Scientific 2015.
-
Donald Kirk, Optimal Control Theory; An Introduction. Courier Corporation, 2004.
Robotic Manipulation
-
Siciliano, Bruno, Lorenzo Sciavicco, Luigi Villani, and Giuseppe Oriolo. Robotics: modelling, planning and control. Springer Science & Business Media, 2010.
-
Murray, Richard M. A mathematical introduction to robotic manipulation. CRC press, 2017.
-
Spong, Mark W., Seth Hutchinson, and M Vidyasagar. Robot modeling and control. Hoboken, NJ: John Wiley & Sons, 2006
Machine Learning
-
Christopher M. Bishop, Pattern Recognition and Machine Learning, Springer, 2006.
-
Rasmussen, Carl E., and Christopher K. Williams. Gaussian processes for machine learning. Cambridge, Mass: MIT Press, 2006.
Computer Vision
- Hartley, Richard, and Andrew Zisserman. Multiple view geometry in computer vision. Cambridge university press, 2003.
- Szeliski, Richard. Computer vision: algorithms and applications. Springer Science & Business Media, 2010.
- Corke, Peter. Robotics, vision and control: fundamental algorithms in MATLAB® second, completely revised. Vol. 118. Springer, 2017.
General Robotics Texts
-
Thrun, Sebastian, Wolfram Burgard, and Dieter Fox. Probabilistic Robotics. , 2006. Print.
Additional References
- Quaternion primer:
-
quaternion_summary.pdf (654.5 KB)
-