On the Design and Development of Musculoskeletal Bipedal Robots
Dorian Scholz
- Year
- 2016
- Citations
- 2
- Access
- Open access
Abstract
Bio-inspired musculoskeletal bipedal robots with tendon driven series elastic actuation including biarticular structures have the potential to outperform rigidly actuated robots. But the design, the control and the tuning of these bio-inspired robots are more complex than for their rigidly actuated counterparts. In this thesis new approaches to solving the problems arising from the bio-inspired design of robots are proposed and evaluated using a prototype series of musculoskeletal bipedal robots developed in the BioBiped project. This includes a systematic approach to tuning of hardware and software parameters in a hardware-in-the-loop optimization process with increased efficiency through the use of expert knowledge.
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002