Soft robotics

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Description

Although advances in robotics have been undisputed for the past 50 years, robots made of rigid materials still have many limitations. Nowadays, there exists a new trend on biologically inspired robots with “soft” elements that are able to perform tasks which are not available to robots with rigid limbs. This new paradigm is known as Soft Robotics and is presented as an innovation beyond already existing flexible robots or other robots that include variable stiffness actuators (VSA). The technological challenge is in the incorporation of soft links into the robotic structure.

In the case of humanoid robotics, and in comparison with a rigid design, a robot with soft links has the following main advantages: a) simplicity of design, favouring an underactuated architecture without the need of increasing the number of degrees of freedom; b) increased accessibility and adaptability to complex environments, with a postural control that can hardly be implemented in rigid robots; and c) safer interaction with the human and the environment, with a high level of absorption of possible impacts, increasing the stability of the robot.
The main objective of this research topic is the development of a new type of links to create softer humanoid robots that meet the characteristics of simplicity, accessibility and safety. These soft links may be used interchangeably in various limbs of the humanoid robots, like arms, neck and spine, under the constraints of scalability, controllability of their stiffness and integration. To achieve this goal, this research proposes the following sub-objectives: 1) design and development of a prototype of soft link with definition of its material and its actuation system. As a result the electromechanical prototype will be obtained with the premise of easy integration into the rigid structure of a humanoid robot; 2) reconfigurable embedded control system for the soft link, using fractional order and robust control techniques. As a result a controller easily implementable in the humanoid robot TEO will be obtained; 3) substitution (integration) of various links of the life-size humanoid robot TEO by soft links properly scaled to act like arms, neck and spine. As a result a new soft humanoid will be available; and 4) final evaluation of the system, developing new metrics for the analysis of the behaviour of the soft robot, especially in human-robot interaction.

Entries:
Automatic Demonstration and Feature Selection for Robot Learning
IEEE International Conference on Humanoid Robots, 2015, Seoul, South Korea
S. Morante Juan G. Victores
Action Effect Generalization, Recognition and Execution through Continuous Goal-Directed Actions
IEEE International Conference on Robotics and Automation (ICRA 2014), 2014, Hong Kong, China
S. Morante Juan G. Victores A. Jardon
On Using Guided Motor Primitives to Execute Continuous Goal-Directed Actions
IEEE international symposium on robot and human interactive communication (RO-MAN 2014), 2014, Edinburgh, Scotland
S. Morante Juan G. Victores A. Jardon
Improving CGDA execution through Genetic Algorithms incorporating Spatial and Velocity constraints
IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), 2017, Coimbra, Portugal
R. Fernandez-Fernandez D. Estévez Juan G. Victores
Reducing the Number of Evaluations Required for CGDA Execution through Particle Swarm Optimization Methods
IEEE International Conference on Autonomous Robot Systems and Competitions (ICARSC), 2017, Coimbra, Portugal
R. Fernandez-Fernandez D. Estévez Juan G. Victores
Robot Imitation through Vision, Kinesthetic and Force Features with Online Adaptation to Changing Environments
2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2018, Madrid, Spain
R. Fernandez-Fernandez Juan G. Victores D. Estévez

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