Browse/search for people

Publication - Dr Helmut Hauser

    Bodily aware soft robots

    integration of proprioceptive and exteroceptive sensors

    Citation

    Soter, G, Rossiter, J, Conn, A & Hauser, H, 2017, ‘Bodily aware soft robots: integration of proprioceptive and exteroceptive sensors’.

    Abstract

    Being aware of our body has great importance in our everyday life. This is the reason why we know how to move in a dark room or to grasp a complex object. These skills are important for robots as well, however, robotic bodily awareness is still not solved. In this paper we present a novel method to implement bodily awareness into soft robots by the integration of exteroceptive and proprioceptive sensors. We use a combination of a stacked convolutional autoencoder and a recurrent neural network to map internal sensory signals to visual information. As a result, the simulated soft robot can learn to imagine its motion even when its visual sensor is not available.

    Full details in the University publications repository