ROBUST SWING LEG CONTROLLER UNDER LARGE DISTURBANCES

Patent №

US 9,603,724

Granted

2017-03-28

Filed 2014

Owner

CARNEGIE MELLON UNIVERSITY, A PENNSYLVANIA NON-PROFIT CORPORATION

AI components

5

ml · vision · kr · planning · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

14470277

Local swing leg control was developed that takes advantage of segment interactions to achieve robust leg placement under large disturbances while generating trajectories and joint torque patterns similar to those observed in human walking and running. The results suggest the identified control as a powerful alternative to existing swing leg controls in humanoid and rehabilitation robotics. Alternatively, a detailed neuromuscular model of the human swing leg was developed to embody the control with local muscle reflexes. The resulting reflex control robustly places the swing leg into a wide range of landing points observed in human walking and running, and it generates similar patterns of joint torques and muscle activations. The results suggest an alternative to existing swing leg controls in humanoid and rehabilitation robotics which does not require central processing.

Machine learningVisionKnowledge representationPlanningAI hardwareA61F 2/70A61F 2/605A61F 2/64A61F 2002/6827A61F 2002/701A61F 2002/704A61F 2002/762A61F 2002/7625+1 more

AI classification

AI hardware0.98
Machine learning0.96
Planning0.87
Vision0.84
Knowledge representation0.65
Speech0.00
Natural language0.00
Evolutionary computation0.00

Ownership

CARNEGIE MELLON UNIVERSITY, A PENNSYLVANIA NON-PROFIT CORPORATION

assignment · 342700896

Assignors

GEYER, HARTMUT, DESAI, RUTA P.

On an employer assignment, the assignors are typically the inventors.

From the same owner

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