Imperial College London

Dr Thrishantha Nanayakkara

Faculty of EngineeringDyson School of Design Engineering

Reader in Design Engineering and Robotics
 
 
 
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Contact

 

+44 (0)20 7594 0965t.nanayakkara Website CV

 
 
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Location

 

Dyson BuildingSouth Kensington Campus

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Summary

 

Publications

Citation

BibTex format

@article{Ranasinghe:2015:10.1371/journal.pone.0132020,
author = {Ranasinghe, A and Dasgupta, P and Althoefer, K and Nanayakkara, T},
doi = {10.1371/journal.pone.0132020},
journal = {PLoS One},
title = {Identification of Haptic Based Guiding Using Hard Reins.},
url = {http://dx.doi.org/10.1371/journal.pone.0132020},
volume = {10},
year = {2015}
}

RIS format (EndNote, RefMan)

TY  - JOUR
AB - This paper presents identifications of human-human interaction in which one person with limited auditory and visual perception of the environment (a follower) is guided by an agent with full perceptual capabilities (a guider) via a hard rein along a given path. We investigate several identifications of the interaction between the guider and the follower such as computational models that map states of the follower to actions of the guider and the computational basis of the guider to modulate the force on the rein in response to the trust level of the follower. Based on experimental identification systems on human demonstrations show that the guider and the follower experience learning for an optimal stable state-dependent novel 3rd and 2nd order auto-regressive predictive and reactive control policies respectively. By modeling the follower's dynamics using a time varying virtual damped inertial system, we found that the coefficient of virtual damping is most appropriate to explain the trust level of the follower at any given time. Moreover, we present the stability of the extracted guiding policy when it was implemented on a planar 1-DoF robotic arm. Our findings provide a theoretical basis to design advanced human-robot interaction algorithms applicable to a variety of situations where a human requires the assistance of a robot to perceive the environment.
AU - Ranasinghe,A
AU - Dasgupta,P
AU - Althoefer,K
AU - Nanayakkara,T
DO - 10.1371/journal.pone.0132020
PY - 2015///
TI - Identification of Haptic Based Guiding Using Hard Reins.
T2 - PLoS One
UR - http://dx.doi.org/10.1371/journal.pone.0132020
UR - https://www.ncbi.nlm.nih.gov/pubmed/26201076
UR - http://hdl.handle.net/10044/1/50724
VL - 10
ER -