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          styles may be considered, such as single-arm grasping, regrasping from one to
          the other hand, regrasping and placing, and bimanual grasping.
             Recently, there have been several advancements with the manipulation
          motion planner. The following are some examples: Kaelbling et al. [8]
          formulated the manipulation motion planner in the belief space. Wan
          et al. [9] compared the efficiency of a single-arm regrasp with a dual-arm
          handover. The assembly motion planner has been researched by some
          researchers [10, 11].


          REFERENCES
           [1] K. Harada, T. Tsuji, J.P. Laumond, Manipulation motion planner for dual-arm indus-
              trial manipulators, in: Proceedings of IEEE International Conference on Robotics and
              Automation, 2014.
           [2] T. Simeon, J.P. Laumond, J. Cortes, A. Sahbani, Manipulation planning with proba-
              bilistic readmaps, Int. J. Robot. Res. 23 (8) (2004) 729–746.
           [3] K. Harada, et al., Grasp planning for parallel grippers with flexibility on its grasping
              surface, in: Proceedings of IEEE International Conference on Robotics and
              Biomimetics, 2011.
           [4] K. Harada, et al., Pick and place planning for dual-arm manipulators, in: Proceedings of
              IEEE International Conference on Robotics and Automation, 2012, pp. 2281–2286.
           [5] K. Harada, et al., Object placement planner for robotic pick and place tasks,
              in: Proceedings of IEEE International Conference on Intelligent Robots and Systems,
              2012, pp. 980–985.
           [6] T. Simeon, J.P. Laumond, C. Nissoux, Visibility-based probabilistic roadmaps for
              motion planning, Adv. Robot. 14 (6) (2000) 477–493.
           [7] MPK (Motion Planning Kit), Available from: http://robotics.stanford.edu/ mitul/
              mpk/.
           [8] L.P. Kaelbling, T. Lozano-Perez, Hierarchical task and motion planning in the now,
              in: Proceedings of IEEE International Conference on Robotics and Automation, 2011.
           [9] W. Wan, K. Harada, Developing and comparing single-arm and dual-arm regrasp,
              Robot. Autom. Lett. 1 (1) (2016) 243–250.
          [10] M. Dogar, A. Spielberg, S. Baker, D. Rus, Multi-robot grasp planning for sequential
              assembly operations, in: Proceedings of IEEE International Conference on Robotics
              and Automation, 2015.
          [11] W. Wan, K. Harada, Integrated assembly and motion planning using regrasp graphs,
              Robot. Biomim. 3 (8) (2016) 3–18.


          FURTHER READING
          [12] J.P. Laumond, T. Simeon, Notes on visibility roadmaps for motion planning,
              algorithmic Foundations of Robotics (WAFR 00), 2001.
          [13] C. Smith, et al., Dual arm manipulation—a survey, Robot. Auton. Syst. 60 (2012)
              1340–1353.
          [14] K. Harada, K. Kaneko, F. Kanehiro, Fast grasp planning for hand/arm systems based on
              convex model, in: Proceedings of IEEE International Conference on Robotics and
              Automation, 2008, pp. 1162–1168.
          [15] T. Tsuji, K. Harada, K. Kaneko, F. Kanehiro, K. Maruyama, Grasp planning for a mul-
              tifingered hand with a humanoid robot, J. Robot. Mechatronics 22 (2) (2010) 230–238.
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