Stability tests of two-finger tomato grasping for harvesting robots

In this study, the theories of spatial and contact grasp stability were extended and integrated into a whole system, and then a vision processing approach that extracts the relevant information for synthesising plate and curved finger grasps for unknown tomato fruits from tomato images was presented. Finally, stability tests involving grasping tomatoes with two parallel fingers were performed using two types of fingers (plate and curved fingers). Existing theories of grasp stability related to rigid objects could be integrated and extended to analyse the grasping stability for half-ripe tomatoes. Curved fingers were more suitable for stably grasping tomatoes than were plate fingers. The prediction method of stable grasp regions can be regarded as a potential strategy (algorithm) for achieving a programmed control of two-fingered tomato grasp stability based on vision feedback. Visual perception is used to reduce the uncertainty and obtain relevant geometric information about the tomatoes during harvesting.

[1]  Jizhan Liu,et al.  Internal mechanical damage prediction in tomato compression using multiscale finite element models , 2013 .

[2]  Jizhan Liu,et al.  Analysis of Workspace and Kinematics for a Tomato Harvesting Robot , 2008, 2008 International Conference on Intelligent Computation Technology and Automation (ICICTA).

[3]  Jean-Daniel Boissonnat,et al.  On Computing Four-Finger Equilibrium and Force-Closure Grasps of Polyhedral Objects , 1997, Int. J. Robotics Res..

[4]  Takayoshi Yamada,et al.  Grasp stability analysis considering the curvatures at contact points , 1996, Proceedings of IEEE International Conference on Robotics and Automation.

[5]  David J. Montana,et al.  Contact stability for two-fingered grasps , 1992, IEEE Trans. Robotics Autom..

[6]  Makoto Kaneko,et al.  Internal forces and stability in multi-finger grasps , 1997 .

[7]  E. J. van Henten,et al.  Optimal manipulator design for a cucumber harvesting robot , 2009 .

[8]  R. Johansson,et al.  Control of grasp stability when humans lift objects with different surface curvatures. , 1998, Journal of neurophysiology.

[9]  Zhiguo Li,et al.  Physical and mechanical properties of tomato fruits as related to robot’s harvesting , 2011 .

[10]  Jizhan Liu,et al.  Fruit biomechanics based on anatomy: a review , 2013 .

[11]  Van-Duc Nguyen,et al.  Constructing Force- Closure Grasps , 1988, Int. J. Robotics Res..

[12]  Jean Ponce,et al.  On computing three-finger force-closure grasps of polygonal objects , 1991, Fifth International Conference on Advanced Robotics 'Robots in Unstructured Environments.

[13]  Arend L. Schwab,et al.  ON THE INFLUENCE OF CONTACT GEOMETRY ON GRASP STABILITY , 2008 .

[14]  Antonio Morales,et al.  Vision-based three-finger grasp synthesis constrained by hand geometry , 2006, Robotics Auton. Syst..

[15]  Stefano Caselli,et al.  Interactive teaching of task-oriented robot grasps , 2010, Robotics Auton. Syst..

[16]  Mitsuji Monta,et al.  End-Effectors for Tomato Harvesting Robot , 1998, Artificial Intelligence Review.

[17]  Majid Nili Ahmadabadi,et al.  Manipulation of polygonal objects with two wheeled-tip fingers: Planning in the presence of contact position error , 2011, Robotics Auton. Syst..

[18]  José Blasco,et al.  Shock absorbing surfaces for collecting fruit during the mechanical harvesting of citrus , 2011 .

[19]  Siwalak Pathaveerat,et al.  Mechanical bruising of young coconut , 2011 .

[20]  Jizhan Liu,et al.  Mechanical properties of tomato exocarp, mesocarp and locular gel tissues , 2012 .

[21]  Tateshi Fujiura,et al.  Cherry-harvesting robot , 2008 .

[22]  Clément Gosselin,et al.  Grasp-state plane analysis of two-phalanx underactuated fingers , 2006 .

[23]  Shigemune Taniwaki,et al.  n End-Effector and Manipulator Control for Tomato Cluster Harvesting Robot , 2007 .

[24]  Saïd Zeghloul,et al.  A real-time strategy for dexterous manipulation: Fingertips motion planning, force sensing and grasp stability , 2012, Robotics Auton. Syst..

[25]  Shraga Shoval,et al.  On the Passive Force Closure Set of Planar Grasps and Fixtures , 2010, Int. J. Robotics Res..