Job Opening: Postdoc
The Controls and Robotics laboratory in the Mechanical Engineering at Hanbat National University (located in Daejeon city, South Korea) invites applications for a post-doctoral research position. Our current research projects include novel robotic system actuated by SMA materials, hybrid wheel-leg robots, and tire-road friction estimation.
The main responsibility of this
postdoctoral research position is to develop road-tire friction estimation
methods/algorithms for an autonomous vehicle system considering vehicle
dynamics, actuator controller, tire model, and navigation sensor information.
This vehicle model-based friction estimation will be ultimately combined with
deep learning-based friction prediction. In addition, the postdoctoral researcher
will have opportunities to collaborate with other researchers to design, model,
and/or control robot systems in several ongoing research projects such as
hybrid wheel-leg robots.
The successful applicant should be
familiar with Kalman Filter (KF) techniques, RLS, deep learning techniques,
and/or other friction estimation techniques. The applicant should also
understand control techniques, dynamics, and kinematics for a mechanical
system. It will be beneficial to understand deep learning techniques since we
will work together with a deep learning research team...