DEX-ARM

Learning and planning dexterous manipulation techniques for mobile manipulators

Main researcher: L. Moreno

manfred_2

Description

The design of a arm-hand set does not allow to reach the capacities expected by itself because its effectiveness requires even more progressively advanced perception methods and also advanced learning and planning methods. The objectives proposed in this project are:


  • Development of a light arm-hand set highly anthropomorphic that allow to be used in a large number of handling operations.
  • Design and development of characterisation methods of the affordances developed by human being when grasping and handling objects and simple tools.
  • Design and development of learning methods that perform learning or capturing human hand gestures to reproduce them afterwards on similar objects and conditions.
  • Design and development of planning methods for manipulation that allow to combine learned skills, activate them in precise moments and react to obstacles and unpredicted situations detected by the sensory systems of the robot.

The project is divided on two well differentiated parts:


  • Development of very lightweight manipulator that enables to attach an advanced hand in a way that the whole arm-hand set has a weight around 12 -13 Kg with a large manipulation capacity. That involves the development and construction of a lightweight 7 DOF manipulator in which an advanced commercial hand similar to human being and light will be attached.
  • This project will tackle the development of learning and planning methods that permits to use in the most efficient way the arm-hand set to handle and manipulate objects effectively. This arm would be installed in the mobile manipulator MANFRED-2.

Entries:
A ROS-BASED MIDDLE-COST ROBOTIC PLATFORM WITH HIGH-PERFORMANCE
ICERI2015, The 8th annual International Conference of Education, Research and Innovation , 2015, Sevilla, Spain.
C. Gómez A. C. Hernández J. Crespo R. Barber
A Home Made Robotic Platform based on Theo Jansen Mechanism for Teaching Robotics
The 10th annual International Technology, Education and Development Conference, 2016, Valencia, Spain
A. C. Hernández C. Gómez J. Crespo R. Barber
Object Classification in Natural Environments for Mobile Robot Navigation
IEEE, International Conference on Autonomous Robot Systems and Competitions (ICARSC), 16th edition, 2016, Braganza, Portugal
A. C. Hernández C. Gómez J. Crespo R. Barber
Integration of Multiple Events in a Topological Autonomous Navigation System
IEEE, International Conference on Autonomous Robot Systems and Competitions (ICARSC), 16th edition, 2016, Bragança, Portugal
C. Gómez A. C. Hernández J. Crespo R. Barber

Entries:
RoboCity16 Open Conference on Future Trends in Robotics
chapter: Object Perception applied to Daily Life Environments for Mobile Robot Navigation pages: 105 – 112. Consejo Superior de Investigaciones Científicas Madrid, España , ISBN: 978-84-608-8452-1, 2016
A. C. Hernández C. Gómez J. Crespo R. Barber
RoboCity16 Open Conference on Future Trends in Robotics
chapter: A Topological Navigation System based on Multiple Events for Usual Human Environments Consejo Superior de Investigaciones Científicas Madrid, España , ISBN: 978-84-608-8452-1, 2016
C. Gómez A. C. Hernández J. Crespo R. Barber

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