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:
Planning Robot Formations with Fast Marching Square Including Uncertainty Conditions
Robotics and Autonomous Systems. num. 2 , vol. 61 , pages: 137 – 152 , 2013
J.V. Gomez A. Lumbier S. Garrido L. Moreno
MANFRED: Robot antropomórfico de servicio fiable y seguro para operar en entornos humanos
Revista Iberoamericana de Ingeniería Mecánica (ISSN: 1137-2729). num. 3 , vol. 9 , pages: 33 – 48 , 2005
S. Kadhim D. Blanco L. Moreno
Symbolic Place Recognition in Voronoi-based maps by Using Hidden Markov Models
Journal of Intelligent and Robotic Systems. , vol. 39 , pages: 173 – 197 , 2004
L. Moreno D. Blanco
Desarrollo de un sistema de percepción de una plataforma móvil para entornos exteriores
Revista Iberoamerica de Ingeniería Mecánica (ISSN : 1137-2729). num. 3 , vol. 8 , pages: 3 – 23 , 2004
D. Blanco L. Moreno
Path Quality Measures for Sensor-based Motion Planning.
Robotics and Autonomous Systems. num. 2 , vol. 44 , pages: 131 – 150 , 2003
L. Moreno

Entries:
Precision Grasp Planning Based on Fast Marching Square.
IEEE/RSJ 21st Mediterranean Conference on Control and Automation (MED) 2013., Platanias-Chani, Greece
J.V. Gomez D. Alvarez A. Lumbier S. Garrido L. Moreno
Fast Marching in motion planning for rhombic like vehicles operating in ITER
IEEE International Conference on Robotics and Automation (ICRA 2013), 2013, Karlsruhe, Germany
J.V. Gomez S. Garrido L. Moreno
Estimación de Suelos Navegables para Interiores
11th Workshop Robocity 2030: Robots personales y asistenciales, 2013, Madrid, Spain
J.V. Gomez D. Alvarez L. Moreno
Localization in 3D Environments Using DifferentialEvolution
2009 IEEE International Symposium on Intelligent Signal Processing (WISP'2009), Budapest, Hungary
F. Martín S. Garrido D. Blanco L. Moreno
L1-norm global localization based on a Differential Evolution Filter
2009 IEEE International Symposium on Intelligent Signal Processing (WISP'2009), Budapest, Hungary
M.L. Muñoz F. Martín S. Garrido D. Blanco L. Moreno
Predesign of an Anthropomorphic Lightweight Manipulator
8th International Conference on Climbing and Walking Robots and the support Technologies for Mobile Machines (CLAWAR 2005), 2005, London, U.K.
S. Kadhim D. Blanco L. Moreno
Voronoi Extraction of Free-way Areas in Cluttered Environments
2005 IEEE/RSJ Int. Conf. on Intelligent Robots and Systems (IROS2005), Edmonton, Canada
D. Blanco L. Moreno
Probability of success and uncertainty analysis in Path Planning
IEEE International Conference on Robotics and Automation, ICRA 2003, 2003, Taipei, Taiwan
L. Moreno
A Genetic Solution for the SLAM Problems
11th International Conference on Advanced Robotics, ICAR 2003 , 2003, Coimbra, Portugal
D. Blanco L. Moreno
Traversability analysis technics in outdoor environments: a comparative study.
11th International Conference on Advanced Robotics, ICAR 2003, 2003, Coimbra, Portugal
D. Blanco L. Moreno
Traversable regions model for outdoor robots.
11th International Conference on Advanced Robotics, ICAR 2003 , 2003, Coimbra, Portugal
D. Blanco L. Moreno
Lightweight robot design for mobile manipulators
International Conference on MECHATRONICSICOM 2003, 2003, Loughborough, U.K.
S. Kadhim D. Blanco L. Moreno
Topo-geometric modelling and localization in indoor environments
28th Annual Conference of the IEEE Industrial Electronics SocietyIECON 2002, 2002, Seville, Spain
L. Moreno
Topographical analysis for Voronoi-based modelling
28th Annual Conference of the IEEE Industrial Electronics SocietyIECON 2002, 2002, Seville, Spain
L. Moreno
Safe Local Path Planning for Human-Mobile Manipulator Cooperation
2nd IARP/IEEE-RAS Joint Workshop on Technical Challenge for Dependable Robots in Human Environments, 2002, Toulouse, France
D. Blanco L. Moreno
Localization and Modelling Approach Using Topogeometric Maps
Int. Conference on Intelligent Robots and SystemsIROS 2002, 2002, Lausanne, Switzerland
D. Blanco L. Moreno
Path planning with uncertainty
18th Int. Conf. on CAD/CAM, Robotics and Factories of the futureCARS&FOF 2002, Oporto, Portugal
L. Moreno
On-line Identification of Dynamic Systems with Restricted Genetic Optimization
4th IFAC Workshop on Algorithms and Architectures for Real-Time Control, 1997, Vilamoura, Portugal
L. Moreno M.A. Salichs
On line Performance Enhancement of a Behavioral Neural Network Controller
International Workshop on Artificial Neural Networks, 1993, Sitges, Spain
L. Moreno M.A. Salichs
Experiments with a Distributed Neural Network Controller for an Autonomous Mobile Robot
Workshop on Integration in Real Time Intelligent Control, IRTICS'93, Miraflores, Mad, Spain
L. Moreno M.A. Salichs
Mobile Robot Multitarget Tracking in Dynamic Environments
IEEE/RSJ International Conference on Intelligent Robots and Systems, 1992, Raleigh, NC, USA
L. Moreno M.A. Salichs
Ultrasonic Beacon System for Mobile Robots
IEEE International Workshop on Sensorial Integration for Industrial Robots: Architectures and Applications, 1989, Zaragoza, Spain
L. Moreno M.A. Salichs
A production system for AGV’s control
6th IFAC Symposium on Information Problems in Manufacturing Technology, 1990, Madrid, Spain
L. Moreno M.A. Salichs
Trajectory Planning Method for Autonomous Mobile Robot
6th IFAC Symposium on Information Problems in Manufacturing Technology, 1990, Madrid, Spain
L. Moreno M.A. Salichs
Metodo de asignacion multicarga para sistemas AGV
1er Congreso de la Asociación Española de Robótica, Zaragoza, Spain
L. Moreno M.A. Salichs
On line AGV System Planning
19th International symposium on automotive technology & automation, 1988, Montecarlo, Monaco
L. Moreno M.A. Salichs

Entries:
Innovations in Robot Mobility and Control
chapter: Voronoi-based outdoor traversable region modelling pages: 201 – 250. Springer-Verlag , ISBN: 3-540-26892-8, 2005
D. Blanco L. Moreno

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