Leveraging Embodied Intelligence for Dexterous Robotic Manipulators Through Iterative Co-design
نویسندگان
چکیده
Abstract The role of embodied intelligence (EI) has the potential to overcome current limitations in fabrication, control, and resulting behavior create robust effective dexterous robotic manipulators. To develop hands that truly exploit EI, we must design by considering entire system: physical body, sensory systems, brain (the controller). However, lack clear approaches methods enable this system level for hands. We introduce an iterative approach co-design which seeks utilize simulation real world evaluation maximize performance distributing EI across different elements system. achieve vision require can be rapidly fabricated with variability space. Thus, further development need streamlined fabrication pipelines incorporate spatially distributed sensors, complex geometries materials, control at sensory-motor high task planning domains.
منابع مشابه
Matlab Design Environment for Robotic Manipulators
An automated modelling and control design environment for serial manipulators has been implemented in Matlab/Simulink. This development was motivated by the need for a fast and insightful modelling tool, given that currently available modelling environments are not well suited for control design. The manipulator configuration is defined within a graphical user interface and the corresponding ma...
متن کاملOptimal Design of Dexterous Cable Driven Parallel Manipulators
A R T I C L E I N F O A B S T R A C T Article history: Received: July 10, 2009 Received in revised form: November 11, 2009 Accepted: December 2, 2009 Optimal design of parallel manipulators is known as a challenging problem especially for cable driven robots. In this paper, optimal design of cable driven redundant parallel manipulators (CDRPM) is studied in detail. Visual Inspection method is p...
متن کاملDiscrete-time repetitive optimal control: Robotic manipulators
This paper proposes a discrete-time repetitive optimal control of electrically driven robotic manipulators using an uncertainty estimator. The proposed control method can be used for performing repetitive motion, which covers many industrial applications of robotic manipulators. This kind of control law is in the class of torque-based control in which the joint torques are generated by permanen...
متن کاملA dexterous robotic gripper for autonomous grasping
In advanced robotics applications in unstructured environments (e.g. those foreseen in space) some degree of dexterity and autonomy is necessary in order to safely and successfully execute the required tasks. With this respect, besides the kinematic configuration, important aspects to be considered in the design of robotic end effectors are the sensorial equipment and proper control strategies....
متن کاملHand Posture Subspaces for Dexterous Robotic Grasping
In this paper we focus on the concept of low-dimensional posture subspaces for artificial hands. We begin by discussing the applicability of a hand configuration subspace to the problem of automated grasp synthesis our results show that low-dimensional optimization can be instrumental in deriving effective pre-grasp shapes for a number of complex robotic hands. We then show that the computation...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IOP conference series
سال: 2022
ISSN: ['1757-899X', '1757-8981']
DOI: https://doi.org/10.1088/1757-899x/1261/1/012009