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Identification of Contact Conditions by Active Force Sensing - Estimated Parameter Uncertainty and Experimental Verification -
Author(s) -
Takayoshi Yamada,
Akira Tanaka,
Manabu Yamada,
Yasuyuki FUNAHASHI,
Hidehiko Yamamoto
Publication year - 2011
Publication title -
journal of robotics and mechatronics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.257
H-Index - 19
eISSN - 1883-8049
pISSN - 0915-3942
DOI - 10.20965/jrm.2011.p0044
Subject(s) - contact force , computer science , task (project management) , identification (biology) , robot , index finger , line (geometry) , function (biology) , measurement uncertainty , point (geometry) , control theory (sociology) , artificial intelligence , algorithm , mathematics , engineering , statistics , control (management) , physics , linguistics , philosophy , botany , geometry , systems engineering , quantum mechanics , evolutionary biology , biology
Accomplishing assembly tasks using robots requires that contact conditions between grasped objects and environments be identified and controlled during task execution. We propose estimated parameter uncertainty of contact location and direction, discussing four contact types – point, soft-finger, line, and planar contact. We formulate a least-squares function (i.e., performance index) including contact location and direction. The uncertainty of estimates is derived using the rest error of minimized index. The effectiveness of our proposed method is demonstrated through experiments.

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