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Stable dynamic walking over uneven terrain
Open accessAbstract
We propose a constructive control design for stabilization of non-periodic trajectories of underactuated robots. An important example of such a system is an underactuated “dynamic walking” biped robot traversing rough or uneven terrain. The stabilization problem is inherently challenging due to the nonlinearity, open-loop instability, hybrid (impact) dynamics, and target motions which are not known in advance. The proposed technique is to compute a transverse linearization about the desired motion: a linear impulsive system which locally represents “transversal” dynamics about a target trajectory. This system is then exponentially stabilized using a modified receding-horizon control design, providing exponential orbital stability of the target trajectory of the original nonlinear system. The proposed method is experimentally verified using a compass-gait walker: a two-degree-of-freedom biped with hip actuation but pointed stilt-like feet. The technique is, however, very general and can be applied to a wide variety of hybrid nonlinear systems.
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Cites
Constrained model predictive control: Stability and optimality
Mayne, D. Q., Rawlings, J. B., Rao, C. V., & Scokaert, P. O. M. (2000) · Automatica · doi:10.1016/s0005-1098(99)00214-9 · Cited by 8,736
RHex: A Simple and Highly Mobile Hexapod Robot
Saranli, U., Buehler, M., & Koditschek, D. E. (2001) · The International Journal of Robotics Research · doi:10.1177/02783640122067570 · Cited by 1,322
Cited by
Discovery of complex behaviors through contact-invariant optimization
Mordatch, I., Todorov, E., & Popović, Z. (2012) · ACM Transactions on Graphics · doi:10.1145/2185520.2185539 · Cited by 451
Models, feedback control, and open problems of 3D bipedal robotic walking
Grizzle, J. W., Chevallereau, C., Sinnet, R. W., & Ames, A. D. (2014) · Automatica · doi:10.1016/j.automatica.2014.04.021 · Cited by 321
Metadata
- Authors
- Manchester, I. R., Mettin, U., Iida, F., & Tedrake, R.
- Venue
- The International Journal of Robotics Research
- Publisher
- SAGE Publications
- Published
- 2011-01-24
- Volume
- 30
- Issue
- 3
- Pages
- 265-279
- ISSN
- 0278-3649 (ISSN-L)
- 1741-3176
- OpenAlex
- W2022781970
- Cited by
- 210
- References
- 2
- FWCI
- 10.03
- Type
- journal article
- Language
- en
- Open access
- green
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- Manchester, I. R., Mettin, U., Iida, F., & Tedrake, R. (2011). Stable dynamic walking over uneven terrain. The International Journal of Robotics Research. https://doi.org/10.1177/0278364910395339
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