Motion primitive based random planning for loco-manipulation tasks

作者: Alessandro Settimi , Danilo Caporale , Przemyslaw Kryczka , Mirko Ferrati , Lucia Pallottino

DOI: 10.1109/HUMANOIDS.2016.7803402

关键词:

摘要: Several advanced control laws are available for complex robotic systems such as humanoid robots and mobile manipulators. Controls usually developed locomotion or manipulation purposes. Resulting motions executed sequentially the potentiality of platform is not fully exploited. In this work we consider problem loco-manipulation planning a robot with given parametrized known primitives. Such primitives, may have been designed to be simultaneously by composing them instability easily arise. With proposed approach, primitives combination that guarantee stability system obtained resulting in whole-body behavior. A formal definition motion provided random sampling approach on manifold limited dimension investigated. Probabilistic completeness asymptotic optimality also proved. The tested both manipulator Walk-Man, performing tasks.

参考文章(22)
Kris Hauser, Victor Ng-Thow-Hing, Hector Gonzalez-Baños, Multi-modal Motion Planning for a Humanoid Robot Manipulation Task ISRR. pp. 307- 317 ,(2010) , 10.1007/978-3-642-14743-2_26
S. Lavalle, Rapidly-exploring random trees : a new tool for path planning The annual research report. ,(1998)
Kris Hauser, Timothy Bretl, Kensuke Harada, Jean-Claude Latombe, Using Motion Primitives in Probabilistic Sample-Based Planning for Humanoid Robots international workshop algorithmic foundations robotics. pp. 507- 522 ,(2008) , 10.1007/978-3-540-68405-3_32
Przemyslaw Kryczka, Petar Kormushev, Nikos G. Tsagarakis, Darwin G. Caldwell, Online regeneration of bipedal walking gait pattern optimizing footstep placement and timing intelligent robots and systems. pp. 3352- 3357 ,(2015) , 10.1109/IROS.2015.7353844
D. Hristu-Varsakelis, M. Egerstedt, P.S. Krishnaprasad, On the structural complexity of the motion description language MDLe conference on decision and control. ,vol. 4, pp. 3360- 3365 ,(2003) , 10.1109/CDC.2003.1271663
Sertac Karaman, Emilio Frazzoli, Sampling-based algorithms for optimal motion planning The International Journal of Robotics Research. ,vol. 30, pp. 846- 894 ,(2011) , 10.1177/0278364911406761
Steven M. LaValle, James J. Kuffner, Randomized kinodynamic planning The International Journal of Robotics Research. ,vol. 20, pp. 378- 400 ,(2001) , 10.1177/02783640122067453
Felix Burget, Armin Hornung, Maren Bennewitz, Whole-body motion planning for manipulation of articulated objects international conference on robotics and automation. pp. 1656- 1662 ,(2013) , 10.1109/ICRA.2013.6630792
MIOMIR VUKOBRATOVIĆ, BRANISLAV BOROVAC, ZERO-MOMENT POINT — THIRTY FIVE YEARS OF ITS LIFE International Journal of Humanoid Robotics. ,vol. 1, pp. 157- 173 ,(2004) , 10.1142/S0219843604000083