In this section
Below is a list of all relevant publications authored by Robotics Forum members.
@inproceedings{AlAttar:2019:10.1007/978-3-030-25332-5_31,
author = {AlAttar, A and Rouillard, L and Kormushev, P},
doi = {10.1007/978-3-030-25332-5_31},
publisher = {Springer},
title = {Autonomous air-hockey playing cobot using optimal control and vision-based Bayesian tracking},
url = {http://dx.doi.org/10.1007/978-3-030-25332-5_31},
year = {2019}
}
TY - CPAPER
AB - This paper presents a novel autonomous air-hockey playing collaborative robot (cobot) that provides human-like gameplay against human opponents. Vision-based Bayesian tracking of the puck and striker are used in an Analytic Hierarchy Process (AHP)-based probabilistic tactical layer for high-speed perception. The tactical layer provides commands for an active control layer that controls the Cartesian position and yaw angle of a custom end effector. The active layer uses optimal control of the cobot’s posture inside the task nullspace. The kinematic redundancy is resolved using a weighted Moore-Penrose pseudo-inversion technique. Experiments with human players show high-speed human-like gameplay with potential applications in the growing field of entertainment robotics.
AU - AlAttar,A
AU - Rouillard,L
AU - Kormushev,P
DO - 10.1007/978-3-030-25332-5_31
PB - Springer
PY - 2019///
SN - 0302-9743
TI - Autonomous air-hockey playing cobot using optimal control and vision-based Bayesian tracking
UR - http://dx.doi.org/10.1007/978-3-030-25332-5_31
UR - http://kormushev.com/papers/AlAttar_TAROS-2019.pdf
UR - http://hdl.handle.net/10044/1/72533
ER -
Join our mailing list - sharing robotics-related activities at Imperial.
Robotics Forum
For all enquiries, please contact our Forum Manager, Dr Ana Cruz Ruiz
robotics-manager@imperial.ac.uk